Content-aware broadcast soccer video retargeting using fuzzy logic

被引:1
作者
Gao, L. [1 ]
Xu, M. [2 ]
Yan, S. F. [1 ]
Liu, M. G. [1 ]
Hou, C. H. [1 ]
Wang, D. H. [1 ]
机构
[1] Chinese Acad Sci, Inst Acoust, Beijing 100190, Peoples R China
[2] Univ Technol Sydney, Sch Comp & Commun, Sydney, NSW 2007, Australia
关键词
D O I
10.1049/el.2011.0544
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
A content-aware video retargeting method is proposed for playing broadcast soccer video in small displays. Four visual perception clues are predefined based on soccer game-specific knowledge and modelled by visual attention features firstly. Then, a fuzzy logic inference system is proposed to estimate visual attention values (AVs) of ball and players by fusing attention features. AVs are later used to determine the region of interest (ROI) of each frame. Finally, a retargeted video is generated by the ROI of each frame with polynomial curve fitting for temporal smoothing. Both subjective and objective evaluation results are promising.
引用
收藏
页码:694 / 695
页数:2
相关论文
共 50 条
[21]   CONTENT-AWARE RANKING OF VIDEO SEGMENTS [J].
Daniyal, Fahad ;
Aj, Murtaza ;
Cavallaro, Andrea .
2008 SECOND ACM/IEEE INTERNATIONAL CONFERENCE ON DISTRIBUTED SMART CAMERAS, 2008, :263-271
[22]   Online Content-aware Video Condensation [J].
Feng, Shikun ;
Lei, Zhen ;
Yi, Dong ;
Li, Stan Z. .
2012 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), 2012, :2082-2087
[23]   A Content-Aware Image Retargeting Quality Assessment Method Using Foreground and Global Measurement [J].
Li, Yuwei ;
Guo, Lihua ;
Jin, Lianwen .
IEEE ACCESS, 2019, 7 :91912-91923
[24]   Video Object Segmentation for Content-Aware Video Compression [J].
Sun, Lu ;
Decombas, Marc ;
Lang, Jochen .
2016 13TH CONFERENCE ON COMPUTER AND ROBOT VISION (CRV), 2016, :116-123
[25]   Content-aware image retargeting for image display on foldable mobile devices [J].
Kang, Li-Wei ;
Weng, Ming-Fang ;
Jheng, Chao-Long ;
Tseng, Ching-Yu ;
Ramesh, Sudhish Kasaba ;
Gureja, Ankit ;
Hsu, Huan-Cheng ;
Yeh, Chia-Hung .
10TH INTERNATIONAL CONFERENCE ON FUTURE NETWORKS AND COMMUNICATIONS (FNC 2015) / THE 12TH INTERNATIONAL CONFERENCE ON MOBILE SYSTEMS AND PERVASIVE COMPUTING (MOBISPC 2015) AFFILIATED WORKSHOPS, 2015, 56 :104-110
[27]   Supervised deep learning for content-aware image retargeting with Fourier Convolutions [J].
Givkashi M. ;
Naderi M. ;
Karimi N. ;
Shirani S. ;
Samavi S. .
Multimedia Tools and Applications, 2024, 83 (36) :83611-83627
[28]   Non-uniform Mesh Warping for Content-Aware Image Retargeting [J].
Bao, Huiyun ;
Li, Xueqing .
IMAGE ANALYSIS AND RECOGNITION: 8TH INTERNATIONAL CONFERENCE, ICIAR 2011, PT I, 2011, 6753 :262-273
[29]   Content-Aware 3D Image Retargeting for Mobile Devices [J].
Choi, Kang-Sun ;
Nam, Hyeong-Min ;
Byun, Keun-Yung ;
Ko, Sung-Jea .
IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS (ICCE 2011), 2011, :647-648
[30]   Content-aware Video Encoding for Cloud Gaming [J].
Hegazy, Mohamed ;
Diab, Khaled ;
Saeedi, Mehdi ;
Ivanovic, Boris ;
Amer, Ihab ;
Liu, Yang ;
Sines, Gabor ;
Hefeeda, Mohamed .
PROCEEDINGS OF THE 10TH ACM MULTIMEDIA SYSTEMS CONFERENCE (ACM MMSYS'19), 2019, :60-73