HUMAN RECOGNITION AND SURVEILLANCE

Information Technology

All types of information are represented and processed in the forms of multimedia. Particularly in video processing, numerous frames containing similar information are usually processed. The results are unnecessary time consumption, slow processing speed and increased complexity. Summarization of video using key frames can facilitate to speed up video processing. The method is a new optimized “humanly” approach. This approach uses Human Motion Detection based key frame extraction. The key frames extracted then undergo restoration. In video processing, numerous frames containing similar information are usually processed.. Video summarization using key frames can facilitate to speed up video processing. Key frames extraction using wavelet statistics method is a technique that can be used in video summarization. Video restoration is an important field in image and video processing fields , which aims to estimate the high-quality version from typically noisy and of low resolution input. The restoration involves sharpness enhancement, brightness and contrast enhancement and finally de-blurring. These restored frames will then be recombined into final video. The final output from the proposed system will be a summarized restored and reformed video..

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