Face Detection evaluation

最新推荐文章于 2024-04-23 09:51:23 发布

dpstill

最新推荐文章于 2024-04-23 09:51:23 发布

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本文链接：https://blog.youkuaiyun.com/dpstill/article/details/69944585

本文汇总了多种人脸检测算法的表现及特点，包括ACF、DPM、Exemplar等，并提供了相应的出版物信息与下载链接。这些算法在不同场景下的人脸检测效果各异，为研究人员和技术开发者提供了丰富的参考资料。

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http://www.cbsr.ia.ac.cn/faceevaluation/results.html

Published algorithms

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No.	CodeName	Publication	Description	Download
1	ACF	B. Yang, J. Yan, Z. Lei and S.Z. Li. Aggregate channel features for multi-view face detection. In IJCB, 2014.	-	curves
2	DPM	M. Mathias, R. Benenson, M. Pedersoli, and L. Van Gool. Facedetection without bells and whistles. In ECCV, 2014.	Open source codes	curves
3	Exemplar	H. Li, Z. Lin, J. Brandt, X. Shen, and G. Hua. Efficient boostedexemplar-based face detection. In CVPR, 2014.	-	curves
4	Headhunter	M. Mathias, R. Benenson, M. Pedersoli, and L. Van Gool. Facedetection without bells and whistles. In ECCV, 2014.	Doppia	curves
5	SqrChnFtrs-5(ICF)	M. Mathias, R. Benenson, M. Pedersoli, and L. Van Gool. Facedetection without bells and whistles. In ECCV, 2014.	Doppia	curves
6	Pico	N. Markus, M. Frljak, I. S. Pandzic, J. Ahlberg, and R. Forchheimer.Object detection with pixel intensity comparisons organized in decision trees. arXiv:1305.4537, 2014.	-	curves
7	NPD	S. Liao, A. K. Jain, and S. Z. Li. A fast and accurate unconstrainedface detector. arXiv:1408.1656, 2014.	-	curves
8	SPM	A. EL-Barkouky, A. Shalaby, A. Mahmoud, and A. Farag. Selectivepart models for detecting partially occluded faces in the wild. In ICIP.IEEE, 2014.	-	curves
9	SurfCas	J. Li and Y. Zhang. Learning SURF Cascade for Fast and Accurate Object Detection. In CVPR, 2013.	Open source codes	curves
10	TSM	X. Zhu and D. Ramanan. Face detection, pose estimation, andlandmark localization in the wild. In CVPR, 2012.	Open source codes	curves
11	VJ	P. Viola and M. J. Jones. Robust real-time face detection. In IJCV. IEEE, 2004.	OpenCV	curves
12	W.S.Boost	Z. Kalal, J. Matas, and K. Mikolajczyk. Weighted sampling for largescale boosting. In BMVC, 2008.	Open source codes	curves
13	MBLBP	L. Zhang, R. Chu, S. Xiang, S. Liao, and S. Z. Li. Face detectionbased on multi-block lbp representation. In Advances in biometrics. Springer, 2007.	-	curves
14	JDA	D. Chen, S. Ren, Y. Wei, X. Cao, and J. Sun. Joint Cascade Face Detection and Alignment. ECCV, 2014.	-	curves
15	DDFD	S. S. Farfade, M. Saberian, and L-J Li. Multi-view Face Detection Using Deep Convolutional Neural Networks. ICMR, 2015.	Yahoo! Inc.	curves