3D clothing parameter design method and system based on mud gold colored paint pattern
By extracting features from the gold lacquer pattern and constructing a 3D mesh model, and combining this with the requirements of clothing customization, the problems of capturing microscopic features and expressing multi-layered materials in the 3D clothing design of gold lacquer patterns were solved. This achieved high fidelity and multiple customization strategies, laying the foundation for mass production.
Patent Information
- Application Number
- CN202511001917.8
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2025-07-21
- Publication Date
- 2025-10-31
AI Technical Summary
Existing technologies for 3D clothing design based on gold lacquer patterns face challenges such as difficulty in capturing microscopic features, insufficient fidelity, limited expression of multi-layered materials, deformation due to material stacking, and difficulties in industrial mass production.
By acquiring several gold-painted patterns, preprocessing and feature extraction are performed to construct an initial 3D mesh model. Combined with clothing customization requirements, a clothing customization strategy based on gold-painted patterns is generated, and finally, 3D clothing with gold-painted patterns is produced.
It improved the fidelity of the gold lacquer pattern, enabled various customization strategies, and laid the foundation for the mass production of 3D clothing with gold lacquer patterns.
Smart Images
Figure CN120874157A_ABST
Abstract
Description
Technical Field
[0001] This invention relates to the field of 3D clothing design, and in particular to a 3D clothing parameter design method and system based on gold lacquer patterns. Background Technology
[0002] The patterns in gold-lacquered lacquerware are diverse, ranging from traditional auspicious motifs such as dragons, phoenixes, unicorns, flowers, birds, fish, and insects, to realistic themes reflecting daily life and social customs. As a traditional Chinese handicraft, gold-lacquered lacquerware possesses extremely high artistic value and cultural connotations in its pattern design. These patterns are not merely decorative; they often carry rich historical stories, folk traditions, and auspicious meanings.
[0003] With the revival of traditional culture and the flourishing of arts and crafts, the art of gold-lacquer painting has been revitalized and is gradually being adopted by modern designers, especially in the field of fashion design. Gold-lacquer patterns, with their exquisite decorative effects and profound cultural connotations, bring a unique visual impact to modern clothing design. Designers combine gold-lacquer patterns with modern design concepts to create works that are both traditionally elegant and fashionable.
[0004] However, 3D clothing design based on gold lacquer patterns currently faces multi-dimensional technical challenges, such as difficulty in capturing micro-features, insufficient fidelity, limited expression of multi-layered materials, deformation due to plastic buildup, and issues related to industrial mass production.
[0005] To address these issues, there is an urgent need for a 3D clothing parameter design method and system based on gold lacquer patterns. Summary of the Invention
[0006] To address the aforementioned problems, this invention proposes a 3D clothing parameter design method and system based on gold lacquer patterns.
[0007] A 3D garment parameter design method based on gold lacquer patterns includes the following steps:
[0008] S1. Obtain several gold-painted patterns, preprocess and extract features from the gold-painted patterns to obtain a clear gold-painted pattern group.
[0009] S2. Divide the clear gold lacquer pattern in the clear gold lacquer pattern group into a grid and construct an initial three-dimensional grid model;
[0010] S3. Mark the initial three-dimensional grid model according to the clear gold paint pattern group to obtain the three-dimensional grid model;
[0011] S4. Obtain the customization requirements of the clothing, input the customization requirements of the clothing into the 3D mesh model, and obtain several gold lacquer pattern clothing customization strategies.
[0012] S5. Evaluate several clothing customization strategies to obtain the evaluation strategy, and produce 3D clothing with gold lacquer patterns based on the evaluation strategy.
[0013] Preferably, the specific content of preprocessing and feature extraction of several gold-painted lacquer patterns in S1 to obtain a clear gold-painted lacquer pattern group includes:
[0014] Several gold-painted patterns were obtained, and these patterns were screened to remove blurry or abnormal ones, resulting in clear gold-painted patterns.
[0015] Basic visual features are obtained by extracting basic visual features from a clear gold-painted pattern; the basic visual features include: geometric structure features and color features.
[0016] The process features of the clear gold-painted pattern are extracted to obtain the process features; the process features include: stacking dimension features;
[0017] Material physical characteristics are extracted from clear gold-painted patterns to obtain material physical characteristics; the material physical characteristics include: material properties and material physical characteristics.
[0018] Cultural semantic features are extracted from clear gold-painted lacquer patterns to obtain cultural semantic features; the cultural semantic features include: subject matter semantic features;
[0019] Based on cultural semantic features, clear gold-painted lacquer patterns are divided into clear gold-painted lacquer pattern groups.
[0020] Preferably, the specific content of S2, which involves dividing the clear gold lacquer pattern in the clear gold lacquer pattern group into a grid and constructing the initial three-dimensional grid model, includes:
[0021] Extract the area occupied by the clear gold lacquer pattern in the geometric structure features, sort the area occupied by the clear gold lacquer pattern in the group of clear gold lacquer patterns from large to small, and determine the gold lacquer pattern ranked first as the primary gold lacquer pattern.
[0022] Extract the density of lines in the clear gold lacquer pattern from the geometric structural features, sort the lines in the clear gold lacquer pattern group from dense to sparse, and determine the gold lacquer pattern that ranks first as the secondary gold lacquer pattern; the secondary gold lacquer pattern is composed of a main mesh and a secondary mesh.
[0023] Construct a grid constraint frame based on the area occupied by a single gold lacquer pattern;
[0024] Based on the density distribution of the main and secondary mesh patterns in the secondary gold lacquer pattern, the mesh density is set, and a unit mesh is constructed within the mesh constraint frame to obtain the geometric structure mesh unit;
[0025] The dimensions of the clear gold lacquer pattern are determined based on the height range of the stacking dimensional features.
[0026] Based on the dimensions of the clear gold lacquer pattern, geometric grid units are stacked to construct an initial three-dimensional grid model.
[0027] Preferably, in step S3, the initial three-dimensional mesh model is marked according to the clear gold-painted pattern group, and the specific content of the three-dimensional mesh model includes:
[0028] Based on color characteristics, material characteristics, and material physical characteristics, the initial three-dimensional mesh model is labeled with color, material characteristics, and material physical characteristics by referring to the clear gold lacquer pattern in the clear gold lacquer pattern group, and a three-dimensional network model is obtained.
[0029] Preferably, in S4, the customization requirements of the clothing are obtained, and the customization requirements are input into the 3D mesh model to obtain the specific content of several gold-painted pattern clothing customization strategies, including:
[0030] Customization requirements for clothing include: pattern symmetry, pattern cultural semantics, and pattern rework;
[0031] The three-dimensional mesh model uses a mesh to break down the clear gold lacquer patterns in the clear gold lacquer pattern group according to the gradient of the breaking down, generating main fragment class and micro fragment class.
[0032] Based on the pattern symmetry and pattern cultural semantics, the main fragments and micro fragments are selected from the main fragment class and the micro fragment class, and scaled and recombined to obtain the recombined pattern.
[0033] Multiple sets of recombined patterns constitute several gold-painted lacquer pattern clothing customization strategies.
[0034] Preferably, the gradient fragmentation degree is as follows: the area of the main fragments in the main fragment class accounts for 60%, 65%, 70%, 75%, 80%, 85%, 90%, and 95% of the pattern area, and the area of the micro fragments in the micro fragment class accounts for 5%, 10%, 15%, 20%, 25%, 30%, 35%, and 40% of the pattern area.
[0035] Preferably, in S5, several clothing customization strategies are evaluated, and the specific content of the evaluated strategies includes:
[0036] A matching degree analysis was performed on the pattern cultural semantics of clear gold lacquer patterns and reconstructed patterns, and the reconstructed patterns were sorted from high to low according to the symmetry matching degree to obtain the cultural semantic matching degree sequence.
[0037] Define the selection criteria for cultural semantic matching degree sequences;
[0038] Based on the selection criteria of cultural semantic matching degree sequence, the target cultural semantic sequence is selected from the cultural semantic matching degree sequence, and the target recombined pattern is extracted;
[0039] Based on the pattern rework, the target reconstructed pattern is reworked to obtain the initial reconstructed pattern;
[0040] A matching degree analysis was conducted on the clarity of the initial reconstructed pattern and the clear gold lacquer pattern. The initial reconstructed pattern with a clarity matching degree of 90% to 100% was determined to be the reconstructed pattern, which is the gold lacquer pattern clothing customization strategy.
[0041] A 3D garment parametric design system based on gold lacquer patterns includes:
[0042] The pattern processing module is used to acquire several gold-painted patterns, preprocess and extract features from the gold-painted patterns to obtain a clear gold-painted pattern group.
[0043] The first mesh model construction module is used to divide the clear gold lacquer patterns in the clear gold lacquer pattern group into meshes and construct the initial three-dimensional mesh model.
[0044] The second mesh model construction module is used to identify the initial three-dimensional mesh model based on the clear mud gold paint pattern group to obtain the three-dimensional mesh model;
[0045] The strategy customization module is used to obtain the customization requirements of the clothing. The customization requirements of the clothing are input into the 3D mesh model to obtain several gold lacquer pattern clothing customization strategies.
[0046] The evaluation module is used to evaluate several clothing customization strategies, obtain the evaluation strategy, and produce 3D clothing with gold lacquer patterns based on the evaluation strategy.
[0047] An electronic device includes a memory and a processor. The memory stores a computer program, and when the processor calls the computer program in the memory, it implements the above-described method for designing 3D clothing parameters based on gold lacquer patterns.
[0048] A storage medium storing computer-executable instructions, which, when loaded and executed by a processor, implement the above-described 3D clothing parameter design method based on gold lacquer patterns.
[0049] In summary, the 3D clothing parameter design method and system based on gold lacquer patterns of the present invention, compared with traditional technology, realizes the division and identification of gold lacquer patterns by constructing a three-dimensional mesh model, improves the reproduction accuracy of gold lacquer patterns, and realizes various customization strategies for 3D clothing with gold lacquer patterns in combination with clothing customization requirements, laying the foundation for the mass production of 3D clothing with gold lacquer patterns.
[0050] The technical method of the present invention will be further described in detail below with reference to the accompanying drawings and embodiments. Attached Figure Description
[0051] Figure 1 This is a step diagram of a 3D clothing parameter design method based on gold lacquer patterns according to the present invention;
[0052] Figure 2 This is a module diagram of a 3D clothing parameter design system based on gold lacquer patterns according to the present invention. Detailed Implementation
[0053] The technical method of the present invention will be further described below with reference to the accompanying drawings and embodiments. It should be noted that, unless otherwise specifically stated, the relative arrangement, numerical expressions, and values of the components and steps described in these embodiments do not limit the scope of this application.
[0054] The following description of at least one exemplary embodiment is merely illustrative and is in no way intended to limit the scope of this application and its application or use.
[0055] Techniques, systems, and equipment known to those skilled in the art may not be discussed in detail, but where appropriate, they should be considered part of the instruction manual.
[0056] In all the examples shown and discussed herein, any specific values should be interpreted as merely exemplary and not as limitations. Therefore, other examples of exemplary embodiments may have different values.
[0057] Unless otherwise defined, the technical or scientific terms used in this invention shall have the ordinary meaning as understood by one of ordinary skill in the art to which this invention pertains.
[0058] like Figure 1 As shown, this invention provides a 3D clothing parameter design method based on gold lacquer patterns, including:
[0059] Step S1: Obtain several gold-painted patterns, preprocess and extract features from the gold-painted patterns to obtain a clear gold-painted pattern group.
[0060] Furthermore, the specific content of step S1 is as follows:
[0061] Several gold-painted patterns were obtained, and then these patterns were screened to remove blurry or abnormal patterns, resulting in clear gold-painted patterns.
[0062] Basic visual features are obtained by extracting basic visual features from clear gold lacquer patterns; the basic visual features include geometric structure features and color features.
[0063] The process features of the clear gold-painted lacquer pattern are extracted to obtain the process features. These process features include: stacking dimension features.
[0064] Material physical characteristics were extracted from the clear gold-painted patterns to obtain the material physical characteristics. These characteristics include material properties and physical properties.
[0065] Cultural semantic features were extracted from clear gold-painted lacquer patterns. These cultural semantic features include: subject matter semantic features.
[0066] Based on cultural semantic features, clear gold-painted lacquer patterns are divided into clear gold-painted lacquer pattern groups.
[0067] Step S2: Divide the clear gold lacquer pattern in the clear gold lacquer pattern group into a grid and construct an initial three-dimensional grid model.
[0068] Furthermore, the specific content of step S2 is as follows:
[0069] Extract the area occupied by the clear gold lacquer pattern in the geometric structure features, sort the clear gold lacquer pattern in the group of clear gold lacquer patterns from largest to smallest, and determine the gold lacquer pattern ranked first as the primary gold lacquer pattern.
[0070] The density of lines in the clear gold-painted lacquer patterns was extracted from the geometric structural features. The density of lines in the clear gold-painted lacquer pattern group was then sorted from densest to sparsest, and the gold-painted lacquer pattern ranked first was identified as a secondary gold-painted lacquer pattern. The secondary gold-painted lacquer pattern consists of a primary mesh and a secondary mesh.
[0071] Understandably, mesh patterns are a common decorative element in pattern design, creating a specific visual effect through the interweaving of lines. Based on their function and position within the pattern, mesh patterns can be categorized into primary and secondary mesh patterns.
[0072] The dominant mesh pattern is the most prominent and easily noticed element in a design. Its lines are typically thick and well-defined, creating a strong visual impact. Therefore, the dominant mesh pattern plays a leading role, determining the overall style and visual effect of the design.
[0073] Secondary halftone patterns play a supporting role in a design, enhancing the effect of the primary halftone pattern. Furthermore, the lines of secondary halftone patterns are typically finer and less prominent. Therefore, secondary halftone patterns can increase the detail of a design, making it richer and more three-dimensional.
[0074] Construct a grid-bound frame based on the area occupied by a single gold lacquer pattern.
[0075] Based on the density distribution of the main and secondary mesh patterns in the secondary gold lacquer pattern, the mesh density is set, and a unit mesh is constructed within the mesh constraint frame to obtain the geometric structure mesh unit.
[0076] The dimensions of the clear gold lacquer pattern are determined based on the height range of the stacking dimensional features.
[0077] Based on the dimensions of the clear gold lacquer pattern, geometric grid units are stacked to construct an initial three-dimensional grid model.
[0078] Step S3: Mark the initial three-dimensional mesh model according to the clear mud gold paint pattern group to obtain the three-dimensional mesh model.
[0079] Furthermore, step S3 specifically involves: based on color characteristics, material characteristics, and material physical characteristics, the initial 3D mesh model is labeled with color, material characteristics, and material physical characteristics according to the clear gold lacquer patterns in the clear gold lacquer pattern group, thereby obtaining a 3D network model. Therefore, it can be understood that the gold lacquer patterns labeled using the 3D network model still possess color, material characteristics, and material physical characteristics.
[0080] Step S4: Obtain the customization requirements of the clothing. Input the customization requirements of the clothing into the 3D mesh model to obtain several gold lacquer pattern clothing customization strategies.
[0081] Understandably, the requirements for custom clothing include: pattern symmetry, pattern cultural semantics, and pattern rework.
[0082] Furthermore, the specific content of step S4 is as follows:
[0083] The 3D mesh model uses a mesh to break down the clear gold-painted lacquer patterns within a group of clear gold-painted lacquer patterns according to a gradient of fragmentation, generating main fragment classes and micro fragment classes. The gradient of fragmentation is as follows: in the main fragment class, the area of the main fragments accounts for 60%, 65%, 70%, 75%, 80%, 85%, 90%, and 95% of the pattern area; in the micro fragment class, the area of the micro fragments accounts for 5%, 10%, 15%, 20%, 25%, 30%, 35%, and 40% of the pattern area.
[0084] Understandably, during the recombination process, fragments are screened, similar or identical fragments are removed, and only one is retained, thus reducing the complexity of the recombination process.
[0085] Based on pattern symmetry and pattern cultural semantics, main fragments and micro-fragments are selected from the main fragment class and micro-fragment class, and scaled and recombined to obtain a recombined pattern. The recombined pattern obtained by scaling and recombining consists of one main fragment and one or more micro-fragments.
[0086] Multiple sets of recombined patterns constitute several gold-painted lacquer pattern clothing customization strategies.
[0087] Step S5: Evaluate several clothing customization strategies to obtain the evaluation strategy, and produce 3D clothing with gold lacquer patterns based on the evaluation strategy.
[0088] Furthermore, the specific content of step S5 is as follows:
[0089] A matching degree analysis was performed on the pattern cultural semantics of clear gold lacquer patterns and reconstructed patterns. The reconstructed patterns were then sorted from high to low according to the symmetry matching degree to obtain a cultural semantic matching degree sequence.
[0090] Define the selection criteria for cultural semantic matching sequences. The top 70% of cultural semantic matching sequences can be selected.
[0091] Based on the selection criteria of cultural semantic matching degree sequence, the target cultural semantic sequence is selected from the cultural semantic matching degree sequence, and the target recombined pattern is extracted.
[0092] Based on the pattern rework, the target recombined pattern is reworked to obtain the initial recombined pattern.
[0093] Re-processing refers to determining the stacking dimension features based on the re-processing requirements, determining the dimensions of the gold paint pattern based on the stacking dimension features, and then stacking the geometric grid units to generate the initial recombined pattern.
[0094] A matching degree analysis was conducted on the clarity of the initial reconstructed pattern and the clear gold lacquer pattern. The initial reconstructed pattern with a clarity matching degree of 90% to 100% was determined to be the reconstructed pattern, which is the gold lacquer pattern clothing customization strategy.
[0095] It is understandable that each main fragment has a height range of its stacking dimension characteristics. The main fragments can be screened and identified according to the rework requirements. The part that exceeds the height range forms a loss factor. The loss factor is configured for the matching degree to reduce the matching degree. Micro fragments are too small to maintain the original range, so matching degree analysis can be performed directly.
[0096] A 3D garment parametric design system based on gold lacquer patterns, such as... Figure 2As shown, it includes:
[0097] The pattern processing module is used to acquire several gold-painted lacquer patterns, preprocess and extract features from these patterns to obtain a clear gold-painted lacquer pattern group.
[0098] The first grid model construction module is used to divide the clear gold lacquer pattern in the clear gold lacquer pattern group into grids and construct the initial three-dimensional grid model.
[0099] The second grid model construction module is used to identify the initial three-dimensional grid model based on the clear gold lacquer pattern group, so as to obtain the three-dimensional grid model.
[0100] The strategy customization module is used to obtain the customization requirements of the clothing. The customization requirements of the clothing are input into the 3D mesh model to obtain several gold-painted pattern clothing customization strategies.
[0101] The evaluation module is used to evaluate several clothing customization strategies, obtain the evaluation strategy, and produce 3D clothing with gold lacquer patterns based on the evaluation strategy.
[0102] An electronic device includes a memory and a processor, wherein the memory stores a computer program, and the processor implements the above-mentioned 3D clothing parameter design method based on gold lacquer patterns when it calls the computer program in the memory.
[0103] A storage medium storing computer-executable instructions, wherein when the computer-executable instructions are loaded and executed by a processor, the content of the above-mentioned 3D clothing parameter design method based on gold lacquer patterns is realized.
[0104] Finally, it should be noted that the above embodiments are only used to illustrate the technical methods of the present invention and not to limit them. Although the present invention has been described in detail with reference to preferred embodiments, those skilled in the art should understand that modifications or equivalent substitutions can still be made to the technical methods of the present invention, and these modifications or equivalent substitutions cannot cause the modified technical methods to deviate from the spirit and scope of the technical methods of the present invention.
Claims
1. A 3D clothing parameter design method based on gold lacquer patterns, characterized in that, Includes the following steps: S1. Obtain several gold-painted patterns, preprocess and extract features from the gold-painted patterns to obtain a clear gold-painted pattern group. S2. Divide the clear gold lacquer pattern in the clear gold lacquer pattern group into a grid and construct an initial three-dimensional grid model; S3. Mark the initial three-dimensional grid model according to the clear gold paint pattern group to obtain the three-dimensional grid model; S4. Obtain the customization requirements of the clothing, input the customization requirements of the clothing into the 3D mesh model, and obtain several gold lacquer pattern clothing customization strategies. S5. Evaluate several clothing customization strategies to obtain the evaluation strategy, and produce 3D clothing with gold lacquer patterns based on the evaluation strategy.
2. The 3D clothing parameter design method based on gold lacquer patterns according to claim 1, characterized in that, The specific content of obtaining a clear set of gold-painted lacquer patterns through preprocessing and feature extraction in S1 includes: Several gold-painted patterns were obtained, and these patterns were screened to remove blurry or abnormal ones, resulting in clear gold-painted patterns. Basic visual features are obtained by extracting basic visual features from a clear gold-painted pattern; the basic visual features include: geometric structure features and color features. The process features of the clear gold-painted pattern are extracted to obtain the process features; the process features include: stacking dimension features; Material physical characteristics are extracted from clear gold-painted patterns to obtain material physical characteristics; the material physical characteristics include: material properties and material physical characteristics. Cultural semantic features are extracted from clear gold-painted lacquer patterns to obtain cultural semantic features; the cultural semantic features include: subject matter semantic features; Based on cultural semantic features, clear gold-painted lacquer patterns are divided into clear gold-painted lacquer pattern groups.
3. The 3D clothing parameter design method based on gold lacquer patterns according to claim 2, characterized in that, In S2, the specific content of dividing the clear gold lacquer pattern in the clear gold lacquer pattern group into a mesh and constructing the initial three-dimensional mesh model includes: Extract the area occupied by the clear gold lacquer pattern in the geometric structure features, sort the area occupied by the clear gold lacquer pattern in the group of clear gold lacquer patterns from large to small, and determine the gold lacquer pattern ranked first as the primary gold lacquer pattern. Extract the density of lines in the clear gold lacquer pattern from the geometric structural features, sort the lines in the clear gold lacquer pattern group from dense to sparse, and determine the gold lacquer pattern that ranks first as the secondary gold lacquer pattern; the secondary gold lacquer pattern is composed of a main mesh and a secondary mesh. Construct a grid constraint frame based on the area occupied by a single gold lacquer pattern; Based on the density distribution of the main and secondary mesh patterns in the secondary gold lacquer pattern, the mesh density is set, and a unit mesh is constructed within the mesh constraint frame to obtain the geometric structure mesh unit; The dimensions of the clear gold lacquer pattern are determined based on the height range of the stacking dimensional features. Based on the dimensions of the clear gold lacquer pattern, geometric grid units are stacked to construct an initial three-dimensional grid model.
4. The 3D clothing parameter design method based on gold lacquer patterns according to claim 3, characterized in that, In S3, the initial 3D mesh model is marked based on the clear gold lacquer pattern group, and the specific contents of the 3D mesh model include: Based on color characteristics, material characteristics, and material physical characteristics, the initial three-dimensional mesh model is labeled with color, material characteristics, and material physical characteristics by referring to the clear gold lacquer pattern in the clear gold lacquer pattern group, and a three-dimensional network model is obtained.
5. The 3D clothing parameter design method based on gold lacquer patterns according to claim 3, characterized in that, In S4, the customization requirements for the clothing are obtained. These requirements are then input into a 3D mesh model to generate several gold-painted lacquer patterns. The specific details of the clothing customization strategy include: Customization requirements for clothing include: pattern symmetry, pattern cultural semantics, and pattern rework; The three-dimensional mesh model uses a mesh to break down the clear gold lacquer patterns in the clear gold lacquer pattern group according to the gradient of the breaking down, generating main fragment class and micro fragment class. Based on the pattern symmetry and pattern cultural semantics, the main fragments and micro fragments are selected from the main fragment class and the micro fragment class, and scaled and recombined to obtain the recombined pattern. Multiple sets of recombined patterns constitute several gold-painted lacquer pattern clothing customization strategies.
6. The 3D clothing parameter design method based on gold lacquer patterns according to claim 5, characterized in that, The gradient fragmentation degree is as follows: in the main fragment class, the area of the main fragment accounts for 60%, 65%, 70%, 75%, 80%, 85%, 90%, and 95% of the pattern area; in the micro fragment class, the area of the micro fragment accounts for 5%, 10%, 15%, 20%, 25%, 30%, 35%, and 40% of the pattern area.
7. The 3D clothing parameter design method based on gold lacquer patterns according to claim 5, characterized in that, S5 evaluates several clothing customization strategies, and the specific content of the evaluated strategies includes: A matching degree analysis was performed on the pattern cultural semantics of clear gold lacquer patterns and reconstructed patterns, and the reconstructed patterns were sorted from high to low according to the symmetry matching degree to obtain the cultural semantic matching degree sequence. Define the selection criteria for cultural semantic matching degree sequences; Based on the selection criteria of cultural semantic matching degree sequence, the target cultural semantic sequence is selected from the cultural semantic matching degree sequence, and the target recombined pattern is extracted; Based on the pattern rework, the target reconstructed pattern is reworked to obtain the initial reconstructed pattern; A matching degree analysis was conducted on the clarity of the initial reconstructed pattern and the clear gold lacquer pattern. The initial reconstructed pattern with a clarity matching degree of 90% to 100% was determined to be the reconstructed pattern, which is the gold lacquer pattern clothing customization strategy.
8. A 3D clothing parameter design system based on gold lacquer patterns, characterized in that, include: The pattern processing module is used to acquire several gold-painted patterns, preprocess and extract features from the gold-painted patterns to obtain a clear gold-painted pattern group. The first mesh model construction module is used to divide the clear gold lacquer patterns in the clear gold lacquer pattern group into meshes and construct the initial three-dimensional mesh model. The second mesh model construction module is used to identify the initial three-dimensional mesh model based on the clear mud gold paint pattern group to obtain the three-dimensional mesh model; The strategy customization module is used to obtain the customization requirements of the clothing. The customization requirements of the clothing are input into the 3D mesh model to obtain several gold lacquer pattern clothing customization strategies. The evaluation module is used to evaluate several clothing customization strategies, obtain the evaluation strategy, and produce 3D clothing with gold lacquer patterns based on the evaluation strategy.
9. An electronic device, characterized in that, It includes a memory and a processor, wherein the memory stores a computer program, and the processor, when calling the computer program in the memory, implements the content of the 3D clothing parameter design method based on the gold lacquer pattern as described in any one of claims 1 to 7.
10. A storage medium, characterized in that, The storage medium stores computer-executable instructions, which, when loaded and executed by a processor, implement the 3D clothing parameter design method based on gold lacquer patterns as described in any one of claims 1 to 7.