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of 121
pro vyhledávání: '"Chakradhar, Srimat T."'
Ensuring high-quality video content for wireless users has become increasingly vital. Nevertheless, maintaining a consistent level of video quality faces challenges due to the fluctuating encoded bitrate, primarily caused by dynamic video content, es
Externí odkaz:
http://arxiv.org/abs/2311.12918
Providing wireless users with high-quality video content has become increasingly important. However, ensuring consistent video quality poses challenges due to variable encoded bitrate caused by dynamic video content and fluctuating channel bitrate ca
Externí odkaz:
http://arxiv.org/abs/2310.06857
Deep learning based joint source-channel coding (JSCC) has demonstrated significant advancements in data reconstruction compared to separate source-channel coding (SSCC). This superiority arises from the suboptimality of SSCC when dealing with finite
Externí odkaz:
http://arxiv.org/abs/2308.11604
Autor:
Paul, Sibendu, Rao, Kunal, Coviello, Giuseppe, Sankaradas, Murugan, Po, Oliver, Hu, Y. Charlie, Chakradhar, Srimat T.
IoT sensors, especially video cameras, are ubiquitously deployed around the world to perform a variety of computer vision tasks in several verticals including retail, healthcare, safety and security, transportation, manufacturing, etc. To amortize th
Externí odkaz:
http://arxiv.org/abs/2212.04061
Autor:
Paul, Sibendu, Rao, Kunal, Coviello, Giuseppe, Sankaradas, Murugan, Po, Oliver, Hu, Y. Charlie, Chakradhar, Srimat T.
In Video Analytics Pipelines (VAP), Analytics Units (AUs) such as object detection and face recognition running on remote servers critically rely on surveillance cameras to capture high-quality video streams in order to achieve high accuracy. Modern
Externí odkaz:
http://arxiv.org/abs/2107.03964
Millions of cameras at edge are being deployed to power a variety of different deep learning applications. However, the frames captured by these cameras are not always pristine - they can be distorted due to lighting issues, sensor noise, compression
Externí odkaz:
http://arxiv.org/abs/2101.09752
Publikováno v:
2015 Design, Automation & Test in Europe Conference & Exhibition (DATE); 2015, p748-751, 4p
Publikováno v:
2015 52nd ACM/EDAC/IEEE Design Automation Conference (DAC); 2015, p1-6, 6p
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