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Video coding has been a very hot area of research for a long time. The latest standard High Efficiency Video Coding (HEVC) outperforms H.264 a lot and needs only half of bit-rate to obtain the same performance. However HEVC is designed for high definition video such as 1080p and above. The high compression rate calls for high complexity, which limits the application in some low bandwidth and low complexity...
Pedestrian detection and recognition has become the basic research in various social fields. Convolutional neural networks have excellent learning ability and can recognize various patterns with robustness to some extent distortions and transformations. Yet, they need much more intermediate hidden units and cannot learning from unlabeled samples. In this paper, we purpose a latent training model based...
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