MORE SUCCESSFUL RECOGNITION: SEEKING THE RELATION OF VIDEO OBJECT DETECTION PERFORMANCE WITH VIDEO CODING PARAMETERS

被引：0
|
作者：
Liu, Tao [1 ]
Wu, Zemin [1 ]
Zeng, Mingyong [1 ]
Jiang, Qingzhu [1 ]
Hu, Lei [1 ]
机构：
[1] PLA Univ Sci & Technol, Coll Commun Engn, Nanjing 210007, Jiangsu, Peoples R China
来源：
2015 12TH INTERNATIONAL COMPUTER CONFERENCE ON WAVELET ACTIVE MEDIA TECHNOLOGY AND INFORMATION PROCESSING (ICCWAMTIP) | 2015年
基金：
美国国家科学基金会;
关键词：
Object Recognition; video coding; performance optimizing; coding parameters; DPM; Fast R-CNN;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Video object recognition is an importance topic in both defense and civilian applications. However, object recognition guarantee is not considered in current video coding standard H.264. For this issue, experiments based on H.264/AVC codec are designed to measure the affection of coding parameters on recognition performance. The quantitative functions of recognition performance with coding rate and resolution ratio are given. More practically, such functions can be used for optimal tradeoff between the channel bandwidth and video object recognition performance when efficient video data transfer is needed.
引用
收藏
页码：184 / 187
页数：4
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