A clothing rainproof water measurement system, method, device, electronic equipment and medium

Abstract

The present invention discloses a clothing rainproof water measurement system, method, device, electronic device and medium. The system includes a fixed frame, multiple high-definition cameras, multiple sensors and control equipment; wherein a rotatable disc is placed on the fixed frame, and the rotatable disc is driven by a motor; a shower device is arranged on the fixed frame, and the shower device includes a water pump, a water pipe and a bracket, and the water pipe is connected to the spray disc; a blowing device is also arranged on the fixed frame, and the blowing device includes a fan and an air duct, and the air duct is connected to a trumpet-shaped air outlet; the control device is arranged in a monitoring room, and is used to control the shower device and the blowing device; each high-definition camera is fixed on the surrounding walls or the fixed frame at intervals; each high-definition camera is used to collect images of underwear and outer clothes after rainwater penetrates the underwear when the underwear and outer clothes are not worn and there is no wind and rain; each sensor is used to collect data of the shower device and the blowing device. The problem that the rainproof performance of clothing cannot be measured is solved, and the accuracy of the rainproof water measurement of clothing is improved.

Description

Technical Field

[0001] The present invention relates to the technical field of clothing intelligent engineering, and in particular to a clothing rainproof water measurement system, method, device, electronic equipment and medium. Background Art

[0002] Rainproof clothing plays an important role in outdoor activities. Reasonable rainproof clothing can provide protection for the human body during outdoor activities, prevent rain from entering, maintain body temperature, improve the experience of outdoor activities, and protect people's sports health. With the development of my country's economy and society and the improvement of people's material and spiritual civilization, the number of outdoor activities is increasing, and the connection with people's daily life is becoming increasingly close. People's requirements for clothing during outdoor activities have also changed from a single style in the past to multiple types, styles and customization, and at the same time require clothing to have good functionality and comfort.

[0003] Therefore, modern outdoor activity clothing needs to meet the needs of outdoor activities for movements, styles, fabrics and patterns according to different outdoor climate environments and sports characteristics. Especially in severe windy and rainy weather, clothing needs to protect life. Clothing with poor waterproof performance can easily allow rainwater to penetrate into the inner layer of clothing and make it a water-containing fabric, which greatly increases the effective heat conductivity and affects the warmth retention of clothing. The strength of its waterproof performance affects people's life safety.

[0004] In the process of realizing the present invention, the inventors found that the prior art has the following defects: the test of the waterproof performance of materials is relatively mature, but the rainproof performance of clothing involves not only the material, but also the clothing structure, clothing process, wearing method and activity method, etc. At present, the measurement of the waterproof performance of clothing is relatively complicated, and the measured waterproof performance value is also inaccurate. Summary of the invention

[0005] The invention provides a clothing rainproof water measurement system, method, device, electronic equipment and medium, so as to improve the accuracy of clothing rainproof water measurement.

[0006] According to one aspect of the present invention, a clothing rainproof measurement system is provided, wherein the clothing rainproof measurement system comprises: a fixing frame, a plurality of high-definition cameras, a plurality of sensors and a control device;

[0007] Wherein, a rotatable disc is placed on the fixed frame, and the rotatable disc is driven by a motor;

[0008] A shower device is arranged on the fixed frame, wherein the shower device comprises a water pump, a water pipe and a bracket, and the water pipe is connected to the spray plate;

[0009] A blowing device is also arranged on the fixed frame, and the blowing device comprises a fan and an air duct, and the air duct is connected to the trumpet-shaped air outlet;

[0010] The control device is arranged in the monitoring room and is used to control the shower device and the blowing device;

[0011] Each of the high-definition cameras is fixed at intervals on the surrounding walls or on a fixed frame; each of the high-definition cameras is used to collect images of the underwear and outer clothes being soaked by rainwater in different motion states, when no outer clothes are worn and there is no wind or rain;

[0012] Each of the sensors is used to collect data from the rain shower equipment and the wind blowing equipment.

[0013] According to another aspect of the present invention, a method for measuring rainproofness of clothing is provided, comprising:

[0014] When the outer garment is in a deformed state due to rainwater penetrating into the underwear after being exposed to wind and rain, a current deformed underwear color image and a current deformed underwear depth image are obtained, and a current initial underwear color image and a current initial underwear depth image are obtained;

[0015] Acquire the current finite element model environment joint parameters and the current underwear to be tested part; wherein the current finite element model environment joint parameters include at least one of the following: rain amount, rain time, wind amount and wind angle;

[0016] Input the current deformed underwear color image, the current deformed underwear depth image, the current initial underwear color image, the current initial underwear depth image, the current underwear test part and the current finite element model joint parameters into the pre-optimized clothing rainproof measurement model to obtain the clothing rainproof measurement result corresponding to the current outerwear;

[0017] The rainproof clothing measurement result is fed back to the user.

[0018] According to another aspect of the present invention, a clothing rainproof measuring device is provided, comprising:

[0019] An image acquisition module, for acquiring a current deformed underwear color image and a current deformed underwear depth image, and acquiring a current initial underwear color image and a current initial underwear depth image when the outer garment is in a deformed state due to rainwater penetrating into the underwear after being exposed to wind and rain;

[0020] The current finite element model environment joint parameter acquisition module is used to obtain the current finite element model environment joint parameters and the current underwear to be tested part; wherein the current finite element model environment joint parameters include at least one of the following: rain amount, rain time, blowing amount and blowing angle;

[0021] A clothing rainproof measurement result determination module is used to input the current underwear color image, the current underwear depth image, the current initial underwear color image, the current initial underwear depth image, the current underwear test part and the current finite element model joint parameters into a pre-optimized clothing rainproof measurement model to obtain a clothing rainproof measurement result corresponding to the current outerwear;

[0022] The clothing rainproof measurement result feedback module is used to feed back the clothing rainproof measurement result to the user.

[0023] According to another aspect of the present invention, an electronic device is provided, comprising a memory, a processor, and a computer program stored in the memory and executable on the processor, wherein the processor implements the method for measuring the rainproofness of clothing as described in any embodiment of the present invention when executing the computer program.

[0024] According to another aspect of the present invention, a computer-readable storage medium is provided, wherein the computer-readable storage medium stores computer instructions, and the computer instructions are used to enable a processor to implement the method for measuring the rainproofness of clothing described in any embodiment of the present invention when executed.

[0025] The technical solution of the embodiment of the present invention, the system includes a fixed frame, multiple high-definition cameras, multiple sensors and control equipment; wherein a rotatable disc is placed on the fixed frame, and the rotatable disc is driven by a motor; a shower device is arranged on the fixed frame, and the shower device includes a water pump, a water pipe and a bracket, and the water pipe is connected to the spray disc; a blower device is also arranged on the fixed frame, and the blower device includes a fan and an air duct, and the air duct is connected to a trumpet-shaped air outlet; the control device is arranged in the monitoring room, and is used to control the shower device and the blower device; each high-definition camera is fixed on the surrounding walls or the fixed frame at intervals; each high-definition camera is used to collect images of underwear and outer clothes immersed in rainwater after wind and rain in different motion states, when no outer clothes are worn and there is no wind and rain; each sensor is used to collect data of the shower device and the blower device. The problem that the rainproof performance of clothing cannot be measured is solved, and the accuracy of rainproof measurement of clothing is improved.

[0026] It should be understood that the contents described in this section are not intended to identify the key or important features of the embodiments of the present invention, nor are they intended to limit the scope of the present invention. Other features of the present invention will become easily understood through the following description. BRIEF DESCRIPTION OF THE DRAWINGS

[0027] In order to more clearly illustrate the technical solutions in the embodiments of the present invention, the following briefly introduces the drawings required for use in the description of the embodiments. Obviously, the drawings described below are only some embodiments of the present invention. For ordinary technicians in this field, other drawings can be obtained based on these drawings without creative work.

[0028] Figure 1a 2 is a schematic diagram of the structure of a clothing rainproof water measurement system provided according to the first embodiment of the present invention;

[0029] Figure 1b It is a detailed structural schematic diagram of a clothing rainproof water measurement system provided according to the first embodiment of the present invention;

[0030] Figure 1c 1 is a schematic diagram of a top view of a rotatable disc in a clothing rainproof water measurement system provided in accordance with Embodiment 1 of the present invention;

[0031] Figure 2 This is a flow chart of a method for measuring the rainproofness of clothing provided according to the second embodiment of the present invention;

[0032] Figure 3 is a structural schematic diagram of a clothing rainproof water measuring device provided according to Embodiment 3 of the present invention;

[0033] Figure 4 It is a schematic diagram of the structure of an electronic device provided according to Embodiment 4 of the present invention. DETAILED DESCRIPTION

[0034] In order to enable those skilled in the art to better understand the scheme of the present invention, the technical scheme in the embodiments of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments are only part of the embodiments of the present invention, not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without creative work should fall within the scope of protection of the present invention.

[0035] It should be noted that the terms "target", "current", etc. in the specification and claims of the present invention and the above-mentioned drawings are used to distinguish similar objects, and are not necessarily used to describe a specific order or sequence. It should be understood that the data used in this way can be interchanged where appropriate, so that the embodiments of the present invention described herein can be implemented in an order other than those illustrated or described herein. In addition, the terms "including" and "having" and any variations thereof are intended to cover non-exclusive inclusions, for example, a process, method, system, product or device that includes a series of steps or units is not necessarily limited to those steps or units that are clearly listed, but may include other steps or units that are not clearly listed or inherent to these processes, methods, products or devices.

[0036] Embodiment 1

[0037] Figure 1aThe schematic diagram of the structure of a clothing rainproof water measurement system provided in the first embodiment of the present invention is as follows. The clothing rainproof water measurement system comprises: a fixing frame, a plurality of high-definition cameras, a plurality of sensors and a control device.

[0038] Among them, a rotatable disc is placed on the fixed frame, and the rotatable disc is driven by a motor; a shower device is arranged on the fixed frame, and the shower device includes a water pump, a water pipe and a bracket, and the water pipe is connected to the spray disc; a blowing device is also arranged on the fixed frame, and the blowing device includes a fan and an air duct, and the air duct is connected to the trumpet-shaped air outlet; the control device is arranged in the monitoring room, and is used to control the shower device and the blowing device; each of the high-definition cameras is fixed on the surrounding walls or the fixed frame at intervals; each of the high-definition cameras is used to collect images of underwear and outer clothes after rainwater penetrates into the underwear after wind and rain in different motion states, when no outer clothes are worn and there is no wind and rain; each of the sensors is used to collect data of the shower device and the blowing device.

[0039] Optionally, it also includes: fixing a shock-absorbing treadmill, a bicycle device, an electric vehicle device, and four mannequins with different functions on a rotatable disc; wherein the four mannequins with different functions include: an upright mannequin, a sitting mannequin, a cycling mannequin, and a walking and running mannequin; the four mannequins with different functions all need to wear grey cotton underwear.

[0040] Specifically, Figure 1b This is a detailed structural diagram of a clothing rainproof measurement system. Figure 1b In the embodiment, the fixed frame is 07, the rotatable disc is 08, and the motor is 09. Specifically, the rotatable disc 08 is placed on the fixed frame 07, and the rotatable disc 08 is driven by the motor 09. The shower equipment includes a water pump 03, a water pipe 02, and a bracket 06, and the water pipe 02 is connected to the spray disc 01.

[0041] In detail, a blowing device is also arranged on the fixing frame 07, and the blowing device includes a fan 05 and an air duct 04, and the air duct 04 is connected to a trumpet-shaped air outlet.

[0042] In addition, the control device 10 is arranged in the monitoring room for controlling the shower device and the blowing device. A shock-absorbing treadmill 21, a bicycle device 22, a battery vehicle device 23, and four mannequins with different functions are fixed on the rotatable disc 08. Specifically, the four mannequins with different functions include: an upright mannequin 31, a sitting mannequin 32, a cycling mannequin 33, and a walking and running mannequin 34.

[0043] Figure 1c FIG. 1 is a top view of a rotatable disc in a rainproof clothing measurement system. It can be understood that Figure 1cIn the figure, a top view of a shock-absorbing treadmill 21, a bicycle device 22, a battery vehicle device 23, and four mannequins with different functions are fixed on a rotatable disc 08 is described.

[0044] The technical solution of the embodiment of the present invention, the system includes a fixed frame, multiple high-definition cameras, multiple sensors and control equipment; wherein a rotatable disc is placed on the fixed frame, and the rotatable disc is driven by a motor; a shower device is arranged on the fixed frame, and the shower device includes a water pump, a water pipe and a bracket, and the water pipe is connected to the spray disc; a blower device is also arranged on the fixed frame, and the blower device includes a fan and an air duct, and the air duct is connected to a trumpet-shaped air outlet; the control device is arranged in the monitoring room, and is used to control the shower device and the blower device; each high-definition camera is fixed on the surrounding walls or the fixed frame at intervals; each high-definition camera is used to collect images of underwear and outer clothes immersed in rainwater after wind and rain in different motion states, when no outer clothes are worn and there is no wind and rain; each sensor is used to collect data of the shower device and the blower device. The problem that the rainproof performance of clothing cannot be measured is solved, and the accuracy of rainproof measurement of clothing is improved.

[0045] Embodiment 2

[0046] Figure 2 This is a flow chart of a method for measuring the rainproofness of clothing provided in Example 2 of the present invention. This embodiment is applicable to the situation of measuring the rainproof performance of clothing. The method can be performed by a clothing rainproofness measuring device, and the clothing rainproofness measuring device can be implemented in the form of hardware and / or software.

[0047] Correspondingly, such as Figure 2 As shown, the method includes:

[0048] S210, when the outer garment is deformed due to rainwater penetrating into the underwear after being exposed to wind and rain, obtaining a current deformed underwear color image and a current deformed underwear depth image, and obtaining a current initial underwear color image and a current initial underwear depth image.

[0049] The current initial underwear color image may be a color image describing the temperature of the underwear when no outer clothes are worn and there is no wind or rain. The current initial underwear depth image may be a depth image describing the physical size change of the underwear when no outer clothes are worn and there is no wind or rain.

[0050] The current deformable underwear color image may be a color image describing the temperature of the underwear when the outerwear is deformed due to rainwater entering the underwear after being exposed to wind and rain. The current deformable underwear depth image may be a depth image describing the physical size change of the underwear when the outerwear is deformed due to rainwater entering the underwear after being exposed to wind and rain.

[0051] In this embodiment, it is necessary to obtain the current deformed underwear color image and the current deformed underwear depth image when the outer garment is deformed due to rainwater penetrating into the underwear after being exposed to wind and rain; it is also necessary to obtain the current initial underwear color image and the current initial underwear depth image when no outer garment is worn and there is no wind or rain.

[0052] S220, obtaining the current finite element model environment joint parameters and the current underwear test part.

[0053] The current finite element model environment joint parameter may describe multiple environment parameters.

[0054] Specifically, the current finite element model environment joint parameters may include the amount of rain, the duration of rain, the amount of wind and the angle of wind. In addition, the current finite element model environment joint parameters may also include the amount of rain and the amount of wind.

[0055] The current underwear part to be tested may be a predetermined underwear part to be tested. For example, it is assumed that the current underwear part to be tested is a shoulder part.

[0056] S230, inputting the current deformed underwear color image, the current deformed underwear depth image, the current initial underwear color image, the current initial underwear depth image, the current underwear test part and the current finite element model joint parameters into a pre-optimized clothing rainproof measurement model to obtain a clothing rainproof measurement result corresponding to the current outerwear.

[0057] The clothing rainproof measurement model may be a model capable of measuring the rainproof condition of clothing.

[0058] In this embodiment, the clothing rainproof measurement model is used to analyze and process the current deformed underwear color image, the current deformed underwear depth image, the current initial underwear color image and the current initial underwear depth image according to the current finite element model environment joint parameters and the current underwear test part, and the clothing rainproof measurement result corresponding to the current outerwear can be obtained.

[0059] The rainproof clothing measurement result may be a result of measuring the rainproof performance of the current outer garment when the outer garment is deformed due to rainwater penetrating into the inner garment after being exposed to wind and rain.

[0060] S240: Feedback the measurement result of the rainproof clothing to the user.

[0061] In this embodiment, the obtained rainproof clothing measurement results need to be fed back to the user so that the user can accurately know the quality of the current rainproof performance of the outerwear.

[0062] In this embodiment, when the outer garment is deformed due to rainwater penetrating into the underwear after being exposed to wind and rain, a current deformed underwear color image and a current deformed underwear depth image are obtained, and before obtaining the current initial underwear color image and the current initial underwear depth image, a clothing rainproof measurement model needs to be constructed and optimized.

[0063] Specifically, when no outer clothes are worn and there is no wind or rain, an initial underwear color image and an initial underwear depth image are obtained; a target underwear part to be measured is obtained, and an initial three-dimensional shape corresponding to the target underwear part to be measured is determined according to the initial underwear color image and the initial underwear depth image; an initial underwear grid and a finite element model of the underwear before rainwater penetrates are determined according to the initial three-dimensional shape; when the outer clothes are deformed by rainwater penetrating the underwear after being exposed to wind and rain, a deformed underwear color image and a deformed underwear depth image are obtained; a deformed three-dimensional shape and a deformed underwear depth image are determined according to the deformed underwear color image and the deformed underwear depth image. The method comprises the following steps: determining a three-dimensional shape position of the underwear; calculating the moisture content of the underwear according to the deformed three-dimensional shape position and the three-dimensional shape position of the target underwear to be measured; determining the center point of action of rainwater on the underwear according to the moisture content of the underwear, and determining the deformed underwear grid; determining the position of the center point of action according to the initial underwear grid and the deformed underwear grid; obtaining the wetted shapes of each underwear, and constructing a finite element model of the wetted underwear according to the position of the center point of action; obtaining the joint parameters of the finite element model environment, and jointly optimizing the finite element model of the underwear without rainwater penetration and the finite element model of the wetted underwear to obtain an optimized clothing rainproof measurement model.

[0064] In this embodiment, when no outer clothes are worn and there is no wind or rain, it is necessary to obtain an initial underwear color image and an initial underwear depth image. Further, one or more target underwear parts to be measured can be determined, assuming that the determined target underwear parts to be measured are shoulders. Then, the initial three-dimensional shape corresponding to the shoulders can be determined based on the initial underwear color image and the initial underwear depth image. In detail, the initial three-dimensional shape can be the three-dimensional shape of the shoulders represented by three-dimensional data or three-dimensional lines.

[0065] Accordingly, an initial underwear mesh may be determined according to the initial three-dimensional shape, wherein the initial underwear mesh may be three-dimensional mesh data for describing shoulders in the underwear. Then, a finite element model of the underwear without rainwater penetration may be further constructed according to the initial underwear mesh.

[0066] In addition, when the outer garment is in a deformed state due to rainwater seeping into the underwear after being exposed to wind and rain, a color image of the deformed underwear and a depth image of the deformed underwear are acquired.

[0067] Similarly, the deformed 3D shape and the deformed 3D shape position can be determined according to the deformed underwear color image and the deformed underwear depth image. The deformed 3D shape can be the 3D shape of the shoulder deformation represented by 3D data or 3D lines. The deformed 3D shape position can be the position describing the current 3D shape deformation.

[0068] Furthermore, the moisture content of the underwear can be calculated according to the three-dimensional shape position of the deformation and the three-dimensional shape position of the target underwear to be tested.

[0069] Optionally, the method of calculating the moisture content of the underwear based on the deformed three-dimensional morphological position and the three-dimensional morphological position of the target underwear part to be measured includes: judging whether the deformed three-dimensional morphological position and the three-dimensional morphological position of the target underwear part to be measured are the same; if so, determining the deformed three-dimensional morphological position as the target deformed three-dimensional morphological position, and calculating the moisture content of the underwear based on the target deformed three-dimensional morphological position.

[0070] Optionally, after determining whether the deformed three-dimensional morphological position is the same as the three-dimensional morphological position of the target underwear to be measured part, it also includes: if not, returning to execute the operation of obtaining an initial underwear color image and an initial underwear depth image in a state where no outer clothes are worn and there is no wind or rain.

[0071] In this embodiment, it is necessary to determine whether the deformed three-dimensional shape position and the three-dimensional shape position of the target underwear to be measured part are the same. If they are not the same, it means that the current deformed position does not meet the requirements, and it is necessary to return to the operation of obtaining the initial underwear color image and the initial underwear depth image in the state of not wearing outer clothes and without wind and rain. If they are the same, it means that the current deformed position meets the requirements, so it is necessary to determine the deformed three-dimensional shape position as the target deformed three-dimensional shape position, and calculate the moisture content of the underwear according to the target deformed three-dimensional shape position.

[0072] Specifically, the method of calculating the moisture content of the underwear according to the target deformation three-dimensional shape position includes: obtaining the current wetted area corresponding to the target deformation three-dimensional shape position, and obtaining the current total area of ​​the underwear corresponding to the target deformation three-dimensional shape position; according to the formula To calculate the moisture content M of the underwear; where A represents the total area of ​​the current underwear, A 0 Indicates the current wetted area.

[0073] In this embodiment, the moisture content can be calculated by the current wet area and the current total area of ​​the underwear.

[0074] For example, assuming that the current wet area is 0.1 square meters and the current total area of ​​underwear is 0.8 square meters, the formula Calculated, the moisture content M of the underwear is 87.5%.

[0075] In another preferred embodiment, the moisture content calculation can also be checked by dry-wet weight ratio. In detail, the moisture content M of the underwear can also be expressed as: Among them, G represents the current wet weight of underwear, G 0 Indicates the current underwear dry weight.

[0076] In addition, after determining the moisture content of the underwear, the center point of rainwater penetration into the underwear can be determined according to the moisture content of the underwear, and the deformed underwear grid can be determined;

[0077] In this embodiment, the center point of rainwater penetration into the underwear can be further determined according to the moisture content of the target underwear test site, thereby determining the deformable underwear mesh. Specifically, the deformable underwear mesh can be three-dimensional mesh data for describing the shoulders in the deformable underwear.

[0078] Furthermore, the position of the action center can be determined based on the initial underwear mesh and the deformed underwear mesh; the wetted shapes of each underwear are obtained, and the wetted underwear finite element model is constructed based on the position of the action center. Specifically, it is necessary to compare the three-dimensional mesh data of the initial underwear mesh and the deformed underwear mesh, so as to accurately determine the specific position of the action center. Thus, the construction process of the wetted underwear finite element model can be further performed.

[0079] Accordingly, the joint parameters of the finite element model environment can be obtained, and the finite element model of the underwear without rain penetration and the finite element model of the underwear soaked in rain can be jointly optimized to obtain an optimized clothing rainproof measurement model.

[0080] The advantage of this setting is that by optimizing the construction of the clothing rainproof measurement model, the rainproof performance of outerwear made of different fabrics can be further measured based on the clothing rainproof measurement model, thereby improving the accuracy of clothing rainproof measurement, so that different outerwear can be selected according to different scenarios, thereby improving the user experience.

[0081] The technical solution of the embodiment of the present invention is to obtain the current deformed underwear color image and the current deformed underwear depth image, and obtain the current initial underwear color image and the current initial underwear depth image when the outer garment is in a deformed state after being exposed to wind and rain and the underwear is immersed, obtain the current finite element model environment joint parameters and the current underwear to be measured part, input the current deformed underwear color image, the current deformed underwear depth image, the current initial underwear color image, the current initial underwear depth image, the current underwear to be measured part and the current finite element model joint parameters into the pre-optimized clothing rainproof measurement model, and obtain the clothing rainproof measurement result corresponding to the current outer garment, and feedback the clothing rainproof measurement result to the user. The problem that the rainproof performance of clothing cannot be measured is solved, and the accuracy of clothing rainproof measurement is improved.

[0082] Embodiment 3

[0083] Figure 3 This is a schematic diagram of the structure of a clothing rainproof water measurement device provided in the third embodiment of the present invention. The clothing rainproof water measurement device provided in this embodiment can be implemented by software and / or hardware, and can be configured in a terminal device or a server to implement a clothing rainproof water measurement method in the embodiment of the present invention. Figure 3 As shown, the device includes: an image acquisition module 310, a current finite element model environment joint parameter acquisition module 320, a clothing rainproof measurement result determination module 330 and a clothing rainproof measurement result feedback module 340.

[0084] The image acquisition module 310 is used to acquire a current deformed underwear color image and a current deformed underwear depth image when the outer garment is deformed by rainwater entering the underwear after being exposed to wind and rain, and to acquire a current initial underwear color image and a current initial underwear depth image;

[0085] The current finite element model environment joint parameter acquisition module 320 is used to acquire the current finite element model environment joint parameters and the current underwear to be tested part; wherein the current finite element model environment joint parameters include at least one of the following: rain amount, rain time, blowing amount and blowing angle;

[0086] The clothing rainproof measurement result determination module 330 is used to input the current underwear color image, the current underwear depth image, the current initial underwear color image, the current initial underwear depth image, the current underwear test part and the current finite element model joint parameters into the pre-optimized clothing rainproof measurement model to obtain the clothing rainproof measurement result corresponding to the current outerwear;

[0087] The clothing rainproof measurement result feedback module 340 is used to feed back the clothing rainproof measurement result to the user.

[0088] The technical solution of the embodiment of the present invention is to obtain the current deformed underwear color image and the current deformed underwear depth image, and obtain the current initial underwear color image and the current initial underwear depth image when the outer garment is in a deformed state after being exposed to wind and rain and the underwear is immersed, obtain the current finite element model environment joint parameters and the current underwear to be measured part, input the current deformed underwear color image, the current deformed underwear depth image, the current initial underwear color image, the current initial underwear depth image, the current underwear to be measured part and the current finite element model joint parameters into the pre-optimized clothing rainproof measurement model, and obtain the clothing rainproof measurement result corresponding to the current outer garment, and feedback the clothing rainproof measurement result to the user. The problem that the rainproof performance of clothing cannot be measured is solved, and the accuracy of clothing rainproof measurement is improved.

[0089] On the basis of the above embodiments, it also includes a clothing rainproof measurement model determination module, which can be specifically used to: obtain the current deformed underwear color image and the current deformed underwear depth image when the outer garment is in a state of deformation caused by rainwater penetrating the underwear after being exposed to wind and rain, and before obtaining the current initial underwear color image and the current initial underwear depth image, obtain the initial underwear color image and the initial underwear depth image when the outer garment is not worn and there is no wind and rain; obtain the target underwear to be measured part, and determine the initial three-dimensional shape corresponding to the target underwear to be measured part according to the initial underwear color image and the initial underwear depth image; determine the initial underwear grid and the finite element model of the underwear without rainwater penetrating according to the initial three-dimensional shape; obtain the initial underwear mesh and the finite element model of the underwear without rainwater penetrating the underwear when the outer garment is in a state of deformation caused by rainwater penetrating the underwear after being exposed to wind and rain, Take a deformable underwear color image and a deformable underwear depth image; determine the deformed three-dimensional shape and the deformed three-dimensional shape position according to the deformable underwear color image and the deformable underwear depth image; calculate the moisture content of the underwear according to the deformed three-dimensional shape position and the three-dimensional shape position of the target underwear to be measured; determine the center point of rainwater penetration into the underwear according to the underwear moisture content, and determine the deformable underwear grid; determine the position of the center point according to the initial underwear grid and the deformable underwear grid; obtain the wetted shape of each underwear, and construct a wetted underwear finite element model according to the position of the center point; obtain the finite element model environment joint parameters, and jointly optimize the finite element model of the underwear without rainwater penetration and the finite element model of the wetted underwear to obtain an optimized clothing rainproof measurement model.

[0090] On the basis of the above embodiments, the clothing rainproof measurement model determination module can also be specifically used to: determine whether the deformed three-dimensional morphological position and the three-dimensional morphological position of the target underwear to be measured are the same; if so, determine the deformed three-dimensional morphological position as the target deformed three-dimensional morphological position, and calculate the moisture content of the underwear based on the target deformed three-dimensional morphological position.

[0091] On the basis of the above embodiments, the clothing rainproof measurement model determination module can also be specifically used for: if it is determined that the deformation three-dimensional morphological position and the three-dimensional morphological position of the target underwear to be measured part are different, then returning to execute the operation of obtaining the initial underwear color image and the initial underwear depth image in the state of not wearing outer clothes and without wind and rain.

[0092] On the basis of the above embodiments, the clothing rainproof measurement model determination module can also be specifically used to: obtain the current wetted area corresponding to the target deformation three-dimensional shape position, and obtain the current total underwear area corresponding to the target deformation three-dimensional shape position; according to the formula To calculate the moisture content M of the underwear; where A represents the total area of ​​the current underwear, A 0 Indicates the current wetted area.

[0093] The clothing rainproof measuring device provided in the embodiment of the present invention can execute the clothing rainproof measuring method provided in any embodiment of the present invention, and has the corresponding functional modules and beneficial effects of the execution method.

[0094] Embodiment 4

[0095] Figure 4 A schematic diagram of the structure of an electronic device 10 that can be used to implement the fourth embodiment of the present invention is shown. The electronic device is intended to represent various forms of digital computers, such as laptop computers, desktop computers, workstations, personal digital assistants, servers, blade servers, mainframe computers, and other suitable computers. The electronic device can also represent various forms of mobile devices, such as personal digital processing, cellular phones, smart phones, wearable devices (such as helmets, glasses, watches, etc.) and other similar computing devices. The components shown herein, their connections and relationships, and their functions are merely examples and are not intended to limit the implementation of the present invention described and / or required herein.

[0096] like Figure 4 As shown, the electronic device 10 includes at least one processor 11, and a memory connected to the at least one processor 11, such as a read-only memory (ROM) 12, a random access memory (RAM) 13, etc., wherein the memory stores a computer program that can be executed by at least one processor, and the processor 11 can perform various appropriate actions and processes according to the computer program stored in the read-only memory (ROM) 12 or the computer program loaded from the storage unit 18 to the random access memory (RAM) 13. In the RAM 13, various programs and data required for the operation of the electronic device 10 can also be stored. The processor 11, the ROM 12, and the RAM 13 are connected to each other through a bus 14. An input / output (I / O) interface 15 is also connected to the bus 14.

[0097] A number of components in the electronic device 10 are connected to the I / O interface 15, including: an input unit 16, such as a keyboard, a mouse, etc.; an output unit 17, such as various types of displays, speakers, etc.; a storage unit 18, such as a disk, an optical disk, etc.; and a communication unit 19, such as a network card, a modem, a wireless communication transceiver, etc. The communication unit 19 allows the electronic device 10 to exchange information / data with other devices through a computer network such as the Internet and / or various telecommunication networks.

[0098] The processor 11 may be a variety of general and / or special processing components with processing and computing capabilities. Some examples of the processor 11 include, but are not limited to, a central processing unit (CPU), a graphics processing unit (GPU), various dedicated artificial intelligence (AI) computing chips, various processors running machine learning model algorithms, a digital signal processor (DSP), and any appropriate processor, controller, microcontroller, etc. The processor 11 executes the various methods and processes described above, such as a clothing rainproof water measurement method.

[0099] In some embodiments, the clothing rainproof water measurement method can be implemented as a computer program, which is tangibly contained in a computer-readable storage medium, such as a storage unit 18. In some embodiments, part or all of the computer program can be loaded and / or installed on the electronic device 10 via the ROM 12 and / or the communication unit 19. When the computer program is loaded into the RAM 13 and executed by the processor 11, one or more steps of the clothing rainproof water measurement method described above can be performed. Alternatively, in other embodiments, the processor 11 can be configured to execute the clothing rainproof water measurement method in any other appropriate manner (for example, by means of firmware).

[0100] The method comprises: when the outer garment is deformed due to rainwater penetrating the underwear after being exposed to wind and rain, obtaining a current deformed underwear color image and a current deformed underwear depth image, and obtaining a current initial underwear color image and a current initial underwear depth image; obtaining a current finite element model environment joint parameter and a current underwear to-be-tested part; wherein the current finite element model environment joint parameter comprises at least one of the following: rain amount, rain time, air volume and air angle; inputting the current deformed underwear color image, the current deformed underwear depth image, the current initial underwear color image, the current initial underwear depth image, the current underwear to-be-tested part and the current finite element model joint parameter into a pre-optimized clothing rainproof measurement model to obtain a clothing rainproof measurement result corresponding to the current outer garment; and feeding back the clothing rainproof measurement result to a user.

[0101] Various implementations of the systems and techniques described above herein can be implemented in digital electronic circuit systems, integrated circuit systems, field programmable gate arrays (FPGAs), application specific integrated circuits (ASICs), application specific standard products (ASSPs), systems on chips (SOCs), load programmable logic devices (CPLDs), computer hardware, firmware, software, and / or combinations thereof. These various implementations can include: being implemented in one or more computer programs that can be executed and / or interpreted on a programmable system including at least one programmable processor, which can be a special purpose or general purpose programmable processor that can receive data and instructions from a storage system, at least one input device, and at least one output device, and transmit data and instructions to the storage system, the at least one input device, and the at least one output device.

[0102] Computer programs for implementing the methods of the present invention may be written in any combination of one or more programming languages. These computer programs may be provided to a processor of a general-purpose computer, a special-purpose computer, or other programmable data processing device, so that when the computer program is executed by the processor, the functions / operations specified in the flow chart and / or block diagram are implemented. The computer program may be executed entirely on the machine, partially on the machine, partially on the machine and partially on a remote machine as a stand-alone software package, or entirely on a remote machine or server.

[0103] In the context of the present invention, a computer-readable storage medium may be a tangible medium that may contain or store a computer program for use by or in combination with an instruction execution system, device or equipment. A computer-readable storage medium may include, but is not limited to, electronic, magnetic, optical, electromagnetic, infrared, or semiconductor systems, devices or equipment, or any suitable combination of the foregoing. Alternatively, a computer-readable storage medium may be a machine-readable signal medium. A more specific example of a machine-readable storage medium may include an electrical connection based on one or more lines, a portable computer disk, a hard disk, a random access memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disk read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing.

[0104] To provide interaction with a user, the systems and techniques described herein may be implemented on an electronic device having: a display device (e.g., a CRT (cathode ray tube) or LCD (liquid crystal display) monitor) for displaying information to the user; and a keyboard and a pointing device (e.g., a mouse or trackball) through which the user can provide input to the electronic device. Other types of devices may also be used to provide interaction with the user; for example, the feedback provided to the user may be any form of sensory feedback (e.g., visual feedback, auditory feedback, or tactile feedback); and input from the user may be received in any form (including acoustic input, voice input, or tactile input).

[0105] The systems and techniques described herein may be implemented in a computing system that includes backend components (e.g., as a data server), or a computing system that includes middleware components (e.g., an application server), or a computing system that includes frontend components (e.g., a user computer with a graphical user interface or a web browser through which a user can interact with implementations of the systems and techniques described herein), or a computing system that includes any combination of such backend components, middleware components, or frontend components. The components of the system may be interconnected by any form or medium of digital data communication (e.g., a communication network). Examples of communication networks include: a local area network (LAN), a wide area network (WAN), a blockchain network, and the Internet.

[0106] A computing system may include a client and a server. The client and the server are generally remote from each other and usually interact through a communication network. The client and server relationship is generated by computer programs running on the corresponding computers and having a client-server relationship with each other. The server may be a cloud server, also known as a cloud computing server or cloud host, which is a host product in the cloud computing service system to solve the defects of difficult management and weak business scalability in traditional physical hosts and VPS services.

[0107] It should be understood that the various forms of processes shown above can be used to reorder, add or delete steps. For example, the steps described in the present invention can be executed in parallel, sequentially or in different orders, as long as the desired results of the technical solution of the present invention can be achieved, and this document does not limit this.

[0108] The above specific implementations do not constitute a limitation on the protection scope of the present invention. It should be understood by those skilled in the art that various modifications, combinations, sub-combinations and substitutions can be made according to design requirements and other factors. Any modification, equivalent substitution and improvement made within the spirit and principle of the present invention should be included in the protection scope of the present invention.

[0109] Embodiment 5

[0110] Embodiment 5 of the present invention also provides a computer-readable storage medium, wherein the computer-readable instructions are used to execute a method for measuring the rainproofness of clothing when executed by a computer processor, the method comprising: when the outer garment is deformed by rainwater penetrating the underwear after being exposed to wind and rain, obtaining a current deformed underwear color image and a current deformed underwear depth image, and obtaining a current initial underwear color image and a current initial underwear depth image; obtaining current finite element model environment joint parameters and a current underwear test site; wherein the current finite element model environment joint parameters include at least one of the following: rain amount, rain time, wind amount and wind angle; inputting the current deformed underwear color image, the current deformed underwear depth image, the current initial underwear color image, the current initial underwear depth image, the current underwear test site and the current finite element model joint parameters into a pre-optimized clothing rainproof measurement model to obtain a clothing rainproof measurement result corresponding to the current outer garment; and feeding back the clothing rainproof measurement result to a user.

[0111] Of course, the computer-readable storage medium provided in the embodiment of the present invention has computer-executable instructions that are not limited to the method operations described above, and can also execute related operations in the clothing rainproof measurement method provided in any embodiment of the present invention.

[0112] Through the above description of the implementation methods, the technicians in the relevant field can clearly understand that the present invention can be implemented by means of software and necessary general hardware, and of course it can also be implemented by hardware, but in many cases the former is a better implementation method. Based on such an understanding, the technical solution of the present invention, in essence, or the part that contributes to the prior art, can be embodied in the form of a software product, and the computer software product can be stored in a computer-readable storage medium, such as a computer floppy disk, a read-only memory (ROM), a random access memory (RAM), a flash memory (FLASH), a hard disk or an optical disk, etc., including a number of instructions for a computer device (which can be a personal computer, a server, or a network device, etc.) to execute the methods described in each embodiment of the present invention.

[0113] It is worth noting that in the embodiment of the above-mentioned clothing rainproof measuring device, the various units and modules included are only divided according to functional logic, but are not limited to the above-mentioned division, as long as the corresponding functions can be achieved; in addition, the specific names of the functional units are only for the convenience of distinguishing each other, and are not used to limit the scope of protection of the present invention.

[0114] The above specific implementations do not constitute a limitation on the protection scope of the present invention. It should be understood by those skilled in the art that various modifications, combinations, sub-combinations and substitutions can be made according to design requirements and other factors. Any modification, equivalent substitution and improvement made within the spirit and principle of the present invention should be included in the protection scope of the present invention.

Claims

1. A clothing rainproof water measurement system, characterized in that: The clothing rainproof water measurement system comprises: a fixing frame, a plurality of high-definition cameras, a plurality of sensors and a control device; Wherein, a rotatable disc is placed on the fixed frame, and the rotatable disc is driven by a motor; A shower device is arranged on the fixed frame, wherein the shower device comprises a water pump, a water pipe and a bracket, and the water pipe is connected to the spray plate; A blowing device is also arranged on the fixed frame, and the blowing device comprises a fan and an air duct, and the air duct is connected to the trumpet-shaped air outlet; The control device is arranged in the monitoring room and is used to control the shower device and the blowing device; Each of the high-definition cameras is fixed at intervals on the surrounding walls or on a fixed frame; each of the high-definition cameras is used to collect images of the underwear and outer clothes being soaked by rainwater in different motion states, when no outer clothes are worn and there is no wind or rain; Each of the sensors is used to collect data from the rain shower device and the wind blowing device; Wherein, the system further comprises: A shock-absorbing treadmill, a bicycle device, an electric vehicle device, and four mannequins with different functions are fixed on a rotatable disc; The four mannequins with different functions include: an upright mannequin, a sitting mannequin, a cycling mannequin, and a walking and running mannequin; the four mannequins with different functions all need to wear grey cotton underwear.

2. A method for measuring the rainproofness of clothing, using the rainproofness measuring system for clothing as claimed in claim 1, characterized in that: include: When the outer garment is in a deformed state due to rainwater penetrating into the underwear after being exposed to wind and rain, a current deformed underwear color image and a current deformed underwear depth image are obtained, and a current initial underwear color image and a current initial underwear depth image are obtained; Acquire the current finite element model environment joint parameters and the current underwear to be tested part; wherein the current finite element model environment joint parameters include at least one of the following: rain amount, rain time, wind amount and wind angle; Input the current deformed underwear color image, the current deformed underwear depth image, the current initial underwear color image, the current initial underwear depth image, the current underwear test part and the current finite element model joint parameters into the pre-optimized clothing rainproof measurement model to obtain the clothing rainproof measurement result corresponding to the current outerwear; The rainproof clothing measurement result is fed back to the user.

3. The method according to claim 2, characterized in that In the state where the outer garment is deformed due to rainwater entering the underwear after being exposed to wind and rain, before obtaining the current deformed underwear color image and the current deformed underwear depth image, and obtaining the current initial underwear color image and the current initial underwear depth image, the method further includes: Under the condition that no outer clothes are worn and there is no wind or rain, an initial underwear color image and an initial underwear depth image are obtained; Acquire a target underwear part to be measured, and determine an initial three-dimensional shape corresponding to the target underwear part to be measured according to the initial underwear color image and the initial underwear depth image; Determine an initial underwear mesh and a finite element model of the underwear without rainwater penetrating according to the initial three-dimensional shape; When the outer garment is in a state of deformation due to rainwater penetrating into the underwear after being exposed to wind and rain, a color image of the deformed underwear and a depth image of the deformed underwear are obtained; Determining a deformed three-dimensional shape and a position of the deformed three-dimensional shape according to the deformable underwear color image and the deformable underwear depth image; Calculating the moisture content of the underwear according to the three-dimensional shape position of the deformation and the three-dimensional shape position of the target underwear to be tested; Determine the center point of rainwater penetration into the underwear according to the moisture content of the underwear, and determine the deformed underwear mesh; Determining the position of the action center point according to the initial underwear mesh and the deformed underwear mesh; Obtaining the wet shape of each underwear, and constructing a finite element model of the wet underwear according to the position of the action center point; The finite element model environment joint parameters are obtained, and the finite element model of the underwear without rain penetration and the finite element model of the underwear soaked with rain are jointly optimized to obtain an optimized clothing rainproof measurement model.

4. The method according to claim 3, characterized in that The step of calculating the moisture content of the underwear according to the three-dimensional shape position of the deformation and the three-dimensional shape position of the target underwear to be measured comprises: Determining whether the deformed three-dimensional shape position is the same as the three-dimensional shape position of the target underwear to be measured part; If so, the deformed three-dimensional shape position is determined as the target deformed three-dimensional shape position, and the moisture content of the underwear is calculated according to the target deformed three-dimensional shape position.

5. The method according to claim 4, characterized in that After determining whether the deformed three-dimensional shape position is the same as the three-dimensional shape position of the target underwear to be measured part, the method further includes: If not, the process returns to executing the operation of obtaining the initial underwear color image and the initial underwear depth image in the state where no outer clothes are worn and there is no wind or rain.

6. The method according to claim 5, characterized in that The step of calculating the moisture content of the underwear according to the target deformation three-dimensional shape position includes: Obtaining a current wetted area corresponding to the target deformed three-dimensional shape position, and obtaining a current total area of ​​the underwear corresponding to the target deformed three-dimensional shape position; According to the formula , to calculate the moisture content M of the underwear; Among them, A represents the current total area of ​​the underwear, and A0 represents the current wet area.

7. A clothing rainproof water measurement device, using the clothing rainproof water measurement system as claimed in claim 1, characterized in that: include: An image acquisition module, for acquiring a current deformed underwear color image and a current deformed underwear depth image, and acquiring a current initial underwear color image and a current initial underwear depth image when the outer garment is in a deformed state due to rainwater penetrating into the underwear after being exposed to wind and rain; The current finite element model environment joint parameter acquisition module is used to obtain the current finite element model environment joint parameters and the current underwear to be tested part; wherein the current finite element model environment joint parameters include at least one of the following: rain amount, rain time, blowing amount and blowing angle; A clothing rainproof measurement result determination module is used to input the current underwear color image, the current underwear depth image, the current initial underwear color image, the current initial underwear depth image, the current underwear test part and the current finite element model joint parameters into a pre-optimized clothing rainproof measurement model to obtain a clothing rainproof measurement result corresponding to the current outerwear; The clothing rainproof measurement result feedback module is used to feed back the clothing rainproof measurement result to the user.

8. An electronic device comprising a memory, a processor, and a computer program stored in the memory and executable on the processor, characterized in that: When the processor executes the computer program, the method for measuring the rainproofness of clothing according to any one of claims 2 to 6 is implemented.

9. A computer-readable storage medium, characterized in that: The computer-readable storage medium stores computer instructions, and the computer instructions are used to enable a processor to implement the method for measuring the rainproofness of clothing according to any one of claims 2 to 6 when executed.

Images