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Learning Adaptive Quantization Parameter for Consistent Quality Oriented Video Coding
October 2023 • Tien Vu Huu, Minh Ngoc, Sang Quang Nguyen, Huy Phi Cong, Thipphaphone Sisouvong, Xiem Van Hoang
In industry 4.0 era, video applications such as surveillance visual systems, video conferencing, or video broadcasting have been playing a vital role. In these applications, for manipulating and tracking objects in decoded video, the quality of decoded video should be consistent because it largely affects to the performance of the machine analysis. To cope with this problem, we propose a novel perceptual video coding (PVC) solution in which a full reference quality metric named Video Multimethod Assessment Fusion …
Computer Science
Quantization (Signal Processing)
Artificial Intelligence
Convolutional Neural Network
Computer Vision
Algorithm
Performance Indicator
Mathematics
Economics
Operations Management
Statistics