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460results about How to "Improve output quality" patented technology

GAN image processing method and system

The application discloses a GAN image processing method and system. The method comprises the steps of receiving random noise, and generating a generative image by using a generative network based on an improved LSGAN; receiving a real image, and performing image gradient transformation of different degrees on the real image and the generative image respectively to obtain a transformed image set; and inputting transformed images in the transformed image set respectively into channels of a multi-channel convolutional network of a discrimination network, and extracting and fusing features to obtain an output result. In this application, the random noise is input to the generative network to generate the generative image, then the real image is received, the image gradient transformation of different degrees are respectively performed on the real image and the generative image to obtain the transformed image set, the transformed images in the transformed image set are input respectively into the channels of the multi-channel convolutional network of the discrimination network, extraction and fusion of features are performed to obtain the output result, the network is allowed to have a good generalization ability, the phenomenon of gradient disappearance avoided, and more realistic pictures with higher quality can be output.
Owner:GUANGDONG UNIV OF TECH

High efficient frame-accurate TS stream splicing method

The invention discloses a high efficient frame-accurate TS stream splicing method. The method comprises: a de-multiplexing process is carried out; more particularly, de-multiplexing operation is carried out on to-be-played audio and video files in an MPEG-TS form, a TS packet is unpacked into a PES packet and the PES packet is unpacked into an ES packet, so that a video ES packet, an audio ES packet and synchronizing information are obtained, wherein the synchronizing information includes PTS / DTS information and source signs of all the audio ES packet and the video ES packet; a basic stream ES splicing process is carried out; more particularly, PTS / DTS are unifiedly regenerated for ES packets with different sources according to the synchronizing information, processing is carried out on video ES packets at different source splicing positions according to a splicing algorithm and output synchronizing information is regenerated PTS / DTS; a single program transport stream TS multiplexing process is carried out; more particularly, an empty packet is inserted to enable a code rate of the single program transport stream to be maintained to be constant; and a multiple program stream multiplexing process is carried out; more particularly, special-purpose multiplexing equipment is employed to multiplex a multipath single program transport stream into a multiple program transport stream. According to the invention, frame-accurate seamless splicing on hardware files is realized; an output quality is improved; and the method can be applied to fields having high requirements on image qualities.
Owner:上海文广科技(集团)有限公司

Circuit and method for managing standby and complete machine powering of television set

The invention discloses a management method for the stand-by and the complete machine electrification of a television. The method adopts the following components: a main processor which is electrified to work after the television is turned on and an auxiliary MCU chip for maintaining the electrification work during the stand-by of the television, wherein, after receiving the turn-on command signal, the auxiliary MCU chip outputs a control signal and controls the complete machine electrification work of the television, and controls the turn-on display of the display screen after a period of time delay. The delay time is equal to the running time of the built-in initialization program of the main processor. The invention simultaneously discloses a management circuit for the stand-by and the complete machine electrification of a television, through the full use of the auxiliary MCU chip charged for receiving the turn-on command in the prior television circuit, the auxiliary MCU is simultaneously used as the electrification time sequence control unit of the display screen, thereby, phenomena of screen flash and image abnormality due to the uncontrollability of the display screen during the electrification initialization of the main processor, therefore, the image output quality is effectively improved.
Owner:HISENSE VISUAL TECH CO LTD

A SegNet remote sensing image semantic segmentation method combined with random walk

ActiveCN109409240AImplementing Initial Semantic SegmentationReduce classification errorScene recognitionComputer visionImage gradient
The invention relates to a SegNet remote sensing image semantic segmentation method combined with random walk, which is divided into a SegNet initial segmentation step and a random walk optimization segmentation step. The SegNet initial segmentation step outputs an initial semantic segmentation image and category intensity information through the SegNet. A method for optimize segmentation of random walk includes selecte a random walk seed region, calculating classification saliency indexes of different class according to classified intensity information output by SegNet, and selecting seed regions of different classes by setting a threshold value; secondly, the undirected edge weights are calculated according to the original image gradient and SegNet classification intensity information. In the third step, starting from the seed region and combining with the undirected edge weights, the segmentation image is randomly walked on the whole initial segmentation image, and finally the optimized segmentation result on the whole image is obtained. The invention randomly walks on the whole image, realizes prediction error and control, greatly reduces edge burr and patch classification error, and completes high-precision remote sensing image semantic segmentation.
Owner:BEIHANG UNIV
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