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A Novel Video Compression Approach Based on Two-Stage Learning [PDF]

Entropy
In recent years, the rapid growth of video data posed challenges for storage and transmission. Video compression techniques provided a viable solution to this problem.
Dan Shao, Ning Wang, Pu Chen, Yu Liu, Lin Lin   +4 more
doaj   +2 more sources

Efficient Video Compression Using Afterimage Representation [PDF]

Sensors
Recent advancements in large-scale video data have highlighted the growing need for efficient data compression techniques to enhance video processing performance.
Minseong Jeon, Kyungjoo Cheoi
doaj   +2 more sources

Inter-Frame Video Compression based on Adaptive Fuzzy Inference System Compression of Multiple Frame Characteristics

Knowledge Engineering and Data Science, 2023
Video compression is used for storage or bandwidth efficiency in clip video information. Video compression involves encoders and decoders. Video compression uses intra-frame, inter-frame, and block-based methods.
Arief Bramanto Wicaksono Putra, Rheo Malani, Bedi Suprapty, Achmad Fanany Onnilita Gaffar, Roman Voliansky   +4 more
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Video images compression and restoration methods based on optimal sampling [PDF]

Компьютерная оптика, 2019
The study proposes video images compression and restoration methods based on multidimensional sampling theory that provide four-fold video compression and subsequent real-time restoration with loss levels below visually perceptible threshold.
Vladimir Drynkin, Sergey Nabokov, Tatiana Tsareva   +2 more
doaj   +1 more source

Video recorder memory calculation of video surveillance system

Технічна інженерія, 2021
This article analyzes modern video compression formats, presents and substantiates the algorithm for calculating the required volume of the DVR to allow storage of video surveillance systems for the required period, provides a procedure for selecting a ...
O.F. , T.M. , O.V. , V.V. , D.S. , S.M.
doaj   +1 more source

Video Captioning in Compressed Video [PDF]

2021 6th International Conference on Image, Vision and Computing (ICIVC), 2021
Existing approaches in video captioning concentrate on exploring global frame features in the uncompressed videos, while the free of charge and critical saliency information already encoded in the compressed videos is generally neglected. We propose a video captioning method which operates directly on the stored compressed videos.
Zhu, Mingjian, Duan, Chenrui, Yu, Changbin   +2 more
openaire   +3 more sources

Wavelet compression of video images with measurement information in automated systems

Технічна інженерія, 2020
Video images with measuring information in automated systems have a large volume. For example, the volume of video images of structures of natural origin is kilos and megabytes of information.
Yu.O. Podchashinskiy, M.G. Kryvoruchko, L.O. Chepjuk, L.Y. Shavurska   +3 more
doaj   +1 more source

Reducing the amount of digital data of measuring video information in computerized information and measuring systems

Технічна інженерія, 2022
The article discusses the compression of digital data of measuring video information. Such compression is an integral part of the data conversion process in computerized information and measurement systems designed to measure linear and angular ...
Yu.O., Yu.O. , L.O. , T.S.
doaj   +1 more source

Compressive Video Sampling [PDF]

, 2008
Publication in the conference proceedings of EUSIPCO, Lausanne, Switzerland ...
Stankovic, V., Stankovic, L., Cheng, S.
openaire   +1 more source

Object Detection-Based Video Compression

Applied Sciences, 2022
Video compression is designed to provide good subjective image quality, even at a high-compression ratio. In addition, video quality metrics have been used to show the results can maintain a high Peak Signal-to-Noise Ratio (PSNR), even at high ...
Myung-Jun Kim, Yung-Lyul Lee
doaj   +1 more source