自动化所李子青老师组的【人脸检测】评估网页

贾伟中科院合肥

Fine-grained evaluation of face detection in the wild


Welcome!

Welcome to the Multi-Attribute Labelled Faces (abbreviated as MALF), which is a large dataset designed for fine-grained evaluation of face detection in the wild. This website provides:

descriptions of the dataset, annotations and evaluation rules;how to download the dataset for evaluation;how to submit your results to this website for others to compare with;performance comparison of all algorithms.
http://www.cbsr.ia.ac.cn/faceEvaluation/#


评估结果：http://www.cbsr.ia.ac.cn/faceEvaluation/results.html#


List of algorithms
Commercial systemsPublished algorithmsUn-published results
Results on
whole test setsmall faces set (smaller than 60x60)large faces set (larger than 90x90)'easy' set'hard' set


List of Algorithms
Commercial systems[top]

No.	CodeName	Institute	Description	Downlaod
1	iPhoto	Apple	Version 9.6	curves
2	FacePP_v1	Megvii	Face++ online free API. Request date: 2014.10.08	curves
3	FacePP_v2	Megvii	Face++ internal version	curves
4	Picasa	Google	Google Picasa Version 3.7	curves
5	Gallery	Microsoft	Windows Photo Gallery Version 16.4.3528.331	curves

Published algorithms[top]

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. Face detection 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 boosted exemplar-based face detection. In CVPR, 2014.	-	curves
4	Headhunter	M. Mathias, R. Benenson, M. Pedersoli, and L. Van Gool. Face detection without bells and whistles. In ECCV, 2014.	Doppia	curves
5	SqrChnFtrs-5(ICF)	M. Mathias, R. Benenson, M. Pedersoli, and L. Van Gool. Face detection 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 unconstrained face detector. arXiv:1408.1656, 2014.	-	curves
8	SPM	A. EL-Barkouky, A. Shalaby, A. Mahmoud, and A. Farag. Selective part 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, and landmark 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 detection based 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

Note:
Algorithms No. 9, 10, 12 are tested by ourselves using open source codes released by the original authors. We appreciate that these authors update their results.
More details please refer to our evaluation paper.

Un-published results[top]

No.	CodeName	Description	Download
1	VJ-hyb	VJ hybrid	curves
2	B-DAT	DPM based	curves
3	SZU	Shenzhen University	curves