Details
| Original language | English |
|---|---|
| Title of host publication | 2016 IEEE International Conference on Multimedia and Expo |
| Subtitle of host publication | ICME 2016 |
| Publisher | IEEE Computer Society |
| ISBN (electronic) | 9781467372589 |
| Publication status | Published - Aug 2016 |
| Event | 2016 IEEE International Conference on Multimedia and Expo, ICME 2016 - Seattle, United States Duration: 11 Jul 2016 → 15 Jul 2016 |
Publication series
| Name | Proceedings - IEEE International Conference on Multimedia and Expo |
|---|---|
| Volume | 2016-August |
| ISSN (Print) | 1945-7871 |
| ISSN (electronic) | 1945-788X |
Abstract
For low bit rate scenarios (video conferencing, aerial surveillance), conventional video coding is unable to meet the small bit rate and high quality requirements. In contrast to that Region of Interest (ROI) coding provides an efficient compression by improving the quality of ROIs at the expense of non-ROIs. We also transmit ROI only, but reconstruct non-ROI from already transmitted content by means of global motion compensation in order to provide a high quality for the full frame. Previous ROI coding systems modified the video codec to control the coding of individual blocks. We propose a codec and ROI detector independent pre- and postprocessing framework instead. This enables the usage of off-the-shelf hard-/software and an easy adaption to the latest video coding technology. Maintaining the performance of subsequent computer vision tasks, we reduce the bit rate by 90-95 % to less than 1 Mbit/s using HEVC for full HDTV videos.
Keywords
- AVC, Global Motion Compensation (GMC), HEVC, Preprocessing, Region of Interest Video Coding
ASJC Scopus subject areas
- Computer Science(all)
- Computer Networks and Communications
- Computer Science(all)
- Computer Science Applications
Cite this
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2016 IEEE International Conference on Multimedia and Expo: ICME 2016. IEEE Computer Society, 2016. 7552876 (Proceedings - IEEE International Conference on Multimedia and Expo; Vol. 2016-August).
Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
}
TY - GEN
T1 - Codec independent region of interest video coding using a joint pre- and postprocessing framework
AU - Meuel, Holger
AU - Munderloh, Marco
AU - Kluger, Florian
AU - Ostermann, Jörn
PY - 2016/8
Y1 - 2016/8
N2 - For low bit rate scenarios (video conferencing, aerial surveillance), conventional video coding is unable to meet the small bit rate and high quality requirements. In contrast to that Region of Interest (ROI) coding provides an efficient compression by improving the quality of ROIs at the expense of non-ROIs. We also transmit ROI only, but reconstruct non-ROI from already transmitted content by means of global motion compensation in order to provide a high quality for the full frame. Previous ROI coding systems modified the video codec to control the coding of individual blocks. We propose a codec and ROI detector independent pre- and postprocessing framework instead. This enables the usage of off-the-shelf hard-/software and an easy adaption to the latest video coding technology. Maintaining the performance of subsequent computer vision tasks, we reduce the bit rate by 90-95 % to less than 1 Mbit/s using HEVC for full HDTV videos.
AB - For low bit rate scenarios (video conferencing, aerial surveillance), conventional video coding is unable to meet the small bit rate and high quality requirements. In contrast to that Region of Interest (ROI) coding provides an efficient compression by improving the quality of ROIs at the expense of non-ROIs. We also transmit ROI only, but reconstruct non-ROI from already transmitted content by means of global motion compensation in order to provide a high quality for the full frame. Previous ROI coding systems modified the video codec to control the coding of individual blocks. We propose a codec and ROI detector independent pre- and postprocessing framework instead. This enables the usage of off-the-shelf hard-/software and an easy adaption to the latest video coding technology. Maintaining the performance of subsequent computer vision tasks, we reduce the bit rate by 90-95 % to less than 1 Mbit/s using HEVC for full HDTV videos.
KW - AVC
KW - Global Motion Compensation (GMC)
KW - HEVC
KW - Preprocessing
KW - Region of Interest Video Coding
UR - http://www.scopus.com/inward/record.url?scp=84987668901&partnerID=8YFLogxK
U2 - 10.1109/icme.2016.7552876
DO - 10.1109/icme.2016.7552876
M3 - Conference contribution
AN - SCOPUS:84987668901
T3 - Proceedings - IEEE International Conference on Multimedia and Expo
BT - 2016 IEEE International Conference on Multimedia and Expo
PB - IEEE Computer Society
T2 - 2016 IEEE International Conference on Multimedia and Expo, ICME 2016
Y2 - 11 July 2016 through 15 July 2016
ER -