Generic feature extraction for image/video analysis

被引：0
作者：
Shao, Ling [1 ]
机构：
[1] Philips Res Labs, POB 80000, Eindhoven, Netherlands
来源：
2006 IEEE TENTH INTERNATIONAL SYMPOSIUM ON CONSUMER ELECTRONICS, PROCEEDINGS | 2006年
关键词：
feature extraction; salient regions; entropy; repeatability;
D O I：
暂无
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：
This paper presents a generic algorithm for extracting invariant salient features from images and video sequences. The detected features/regions are invariant under viewpoint variations and illumination changes. Repeatability rate is used for evaluating the invariance of the feature detector. We also apply our feature detector on object recognition experiments. Experimental results show our proposed algorithm is very effective for recognizing objects in images/video with viewpoint changes and background variations.
引用
收藏
页码：115 / +
页数：3
相关论文
共 50 条
[21]   Improved Quaternion Discriminant Analysis for Feature Extraction and Classification of Hyperspectral Image [J].
Wang, Xinpeng ;
Ling, Bingo Wing-Kuen ;
Yu, Long ;
Liu, Shaopeng ;
Zhao, Jiandong ;
Kuang, Weichao .
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2025, 18 :12925-12945
[22]   ANALYSIS OF HANDWRITTEN IMAGE USING FEATURE EXTRACTION ALGORITHM OF TEXTURE IMAGES [J].
Pandian, K. K. Soundra ;
Mathivanan, P. ;
Ganesamoorthy, B. .
2011 3RD INTERNATIONAL CONFERENCE ON COMPUTER TECHNOLOGY AND DEVELOPMENT (ICCTD 2011), VOL 1, 2012, :467-471
[23]   The application of image analysis technology in the extraction of human body feature parameters [J].
Pengcheng Wei ;
Jiao Jiang ;
Li Li .
EURASIP Journal on Image and Video Processing, 2018
[24]   Research of cashmere feature parameter extraction Techniques based on image analysis [J].
Yi Haiyan ;
Shang Shuyuan ;
Liu Yaxia .
ISTM/2009: 8TH INTERNATIONAL SYMPOSIUM ON TEST AND MEASUREMENT, VOLS 1-6, 2009, :836-839
[25]   A multi-manifold discriminant analysis method for image feature extraction [J].
Yang, Wankou ;
Sun, Changyin ;
Zhang, Lei .
PATTERN RECOGNITION, 2011, 44 (08) :1649-1657
[26]   The application of image analysis technology in the extraction of human body feature parameters [J].
Wei, Pengcheng ;
Jiang, Jiao ;
Li, Li .
EURASIP JOURNAL ON IMAGE AND VIDEO PROCESSING, 2018,
[27]   Color image canonical correlation analysis for face feature extraction and recognition [J].
Jing, Xiaoyuan ;
Li, Sheng ;
Lan, Chao ;
Zhang, David ;
Yang, Jingyu ;
Liu, Qian .
SIGNAL PROCESSING, 2011, 91 (08) :2132-2140
[28]   Feature Extraction for Hyperspectral Image Classification [J].
Uddin, M. P. ;
Mamun, M. A. ;
Hossain, M. A. .
2017 IEEE REGION 10 HUMANITARIAN TECHNOLOGY CONFERENCE (R10-HTC), 2017, :379-382
[29]   Feature extraction in medical ultrasonic image [J].
Udomhunsakul, Somkait ;
Wongsita, Pichet .
3RD KUALA LUMPUR INTERNATIONAL CONFERENCE ON BIOMEDICAL ENGINEERING 2006, 2007, 15 :267-+
[30]   The Study of Image Feature Extraction and Classification [J].
Guo, Jingjin ;
Liu, Lizhen ;
Song, Wei ;
Du, Chao ;
Zhao, Xinlei .
PROCEEDINGS OF 2017 IEEE INTERNATIONAL CONFERENCE ON PROGRESS IN INFORMATICS AND COMPUTING (PIC 2017), 2017, :174-178
12345