ai论文调研——PAMI Popular Articles (December 2015)

50篇，按受欢迎程度（下载次数）排序


1. A Computational Approach to Edge Detection
  Canny, John

Publication Year: 1986

2. Representation Learning: A Review and
New Perspectives

Bengio,
Y. ;
Courville, A. ;

Vincent, P.

Publication Year: 2013

3. Robust Face Recognition via Sparse Representation

Wright,
J. ;
Yang, A.Y. ;

Ganesh, A. ;

Sastry, S.S. ;

Yi Ma

Publication Year: 2009

4. Region-Based Convolutional Networks for Accurate Object Detection
and Segmentation

Girshick,
R. ;
Donahue, J. ;

Darrell, T. ;

Malik, J.

Publication Year: 2016

5. Object Detection with Discriminatively Trained Part-Based Models

Felzenszwalb,
P.F. ;
Girshick, R.B. ;

McAllester, D. ;

Ramanan, D.

Publication Year: 2010

6. Face Description with Local Binary Patterns: Application to Face
Recognition

Ahonen,
T. ;
Hadid, A. ;

Pietikainen, M.

Publication Year: 2006

7. Feature selection based on mutual information criteria of max-dependency,
max-relevance, and min-redundancy

Peng,
H. ;
Fulmi Long ;

Ding, C.

Publication Year: 2005

8. Global Contrast Based Salient Region Detection

Cheng,
M. ;
Mitra, N.J. ;

Huang, X. ;

Torr, P.H.S. ;

Hu, S.

Publication Year: 2015

9. Multiresolution gray-scale and rotation invariant texture classification
with local binary patterns

Ojala,
T. ;
Pietikainen, M. ;

Maenpaa, T.

Publication Year: 2002

10. Visual Tracking: An Experimental Survey

Smeulders,
A.W.M. ;
Chu, D.M. ;

Cucchiara, R. ;

Calderara, S. ;

Dehghan, A. ;

Shah, M.

Publication Year: 2014

11. Multi-View Discriminant Analysis

Kan,
M. ;
Shan, S. ;

Zhang, H. ;

Lao, S. ;

Chen, X.

Publication Year: 2016

12. Scalable Nearest Neighbor Algorithms for High Dimensional Data

Muja,
M. ;
Lowe, D.G.

Publication Year: 2014

13. 3D Convolutional Neural Networks for Human Action Recognition

Shuiwang
Ji ;
Wei Xu ;

Ming Yang ;

Kai Yu

Publication Year: 2013

14. A flexible new technique for camera calibration

Zhengyou
Zhang
Publication Year: 2000, Page(s):1330 - 1334

Cited by: 
Papers (2002)

15. Mean shift: a robust approach toward feature space analysis

Comaniciu,
D. ;
Meer, P.

Publication Year: 2002

16. Graph Matching: Relax at Your Own Risk

Lyzinski,
V. ;
Fishkind, D.E. ;

Fiori, M. ;

Vogelstein, J.T. ;

Priebe, C.E. ;

Sapiro, G.

Publication Year: 2016

17. Image Super-Resolution Using Deep Convolutional Networks

Dong,
C. ;
Loy, C.C. ;

He, K. ;

Tang, X.

Publication Year: 2016

18. SLIC Superpixels Compared to State-of-the-Art Superpixel Methods

Achanta,
R. ;
Shaji, A. ;

Smith, K. ;

Lucchi, A. ;

Fua, P. ;

Süsstrunk, S.

Publication Year: 2012

19. Normalized cuts and image segmentation

Shi,
J. ;
Malik, J.

Publication Year: 2000

20. A performance evaluation of local descriptors

Mikolajczyk,
K. ;
Schmid, C.

Publication Year: 2005

21. Statistical pattern recognition: a review

Jain,
A.K. ;
Duin, R.P.W. ;

Jianchang Mao

Publication Year: 2000

22. Contour Detection and Hierarchical Image Segmentation

Arbelaez,
P. ;
Maire, M. ;

Fowlkes, C. ;

Malik, J.

Publication Year: 2011

23. Tracking-Learning-Detection

Kalal,
Z. ;
Mikolajczyk, K. ;

Matas, J.

Publication Year: 2012

24. Guided Image Filtering

He,
Kaiming ;
Sun, Jian ;

Tang, Xiaoou

Publication Year: 2013

25. An efficient k-means clustering algorithm: analysis and implementation

Kanungo,
Tapas ;
Mount, D.M. ;

Netanyahu, N.S. ;

Piatko, C.D. ;

Silverman, R. ;

Wu, A.Y.

Publication Year: 2002

26. Action Recognition Using Rate-Invariant Analysis of Skeletal Shape
Trajectories

Amor,
B.B. ;
Su, J. ;

Srivastava, A.

Publication Year: 2016

27. Scale-space and edge detection using anisotropic diffusion

Perona,
P. ;
Malik, J.

Publication Year: 1990

28. Shape matching and object recognition using shape contexts

Belongie,
S. ;
Malik, J. ;

Puzicha, J.

Publication Year: 2002

29. Kernel-based object tracking

Comaniciu,
D. ;
Ramesh, V. ;

Meer, P.

Publication Year: 2003

30. On-road vehicle detection: a review

Zehang
Sun ;
Bebis, G. ;

Miller, R.

Publication Year: 2006

31. Object Proposal Generation Using Two-Stage Cascade SVMs

Zhang,
Z. ;
Torr, P.H.

Publication Year: 2016

32. Stereo Processing by Semiglobal Matching and Mutual Information

Hirschmuller,
H.
Publication Year: 2008

33. Reflectance and Illumination Recovery in the Wild

Lombardi,
S. ;
Nishino, K.

Publication Year: 2016

34. Anticipating Human Activities Using Object Affordances for Reactive
Robotic Response

Koppula,
H.S. ;
Saxena, A.

Publication Year: 2016

35. A theory for multiresolution signal decomposition: the wavelet representation

Mallat,
S.G.
Publication Year: 1989

36. Scalable Feature Matching by Dual Cascaded Scalar Quantization for
Image Retrieval

Zhou,
W. ;
Yang, M. ;

Wang, X. ;

Li, H. ;

Lin, Y. ;

Tian, Q.

Publication Year: 2016

37. Object Tracking Benchmark

Wu,
Y. ;
Lim, J. ;

Yang, M.

Publication Year: 2015

38. Gaussian Processes for Data-Efficient Learning in Robotics and Control

Deisenroth,
M.P. ;
Fox, D. ;

Rasmussen, C.E.

Publication Year: 2015

39. MonoSLAM: Real-Time Single Camera SLAM

Davison,
A.J. ;
Reid, I.D. ;

Molton, N.D. ;

Stasse, O.

Publication Year: 2007

40. Neural network-based face detection

Rowley,
H.A. ;
Baluja, S. ;

Kanade, T.

Publication Year: 1998

41. Parsing Based on Parselets: A Unified Deformable Mixture Model for
Human Parsing

Dong,
J. ;
Chen, Q. ;

Huang, Z. ;

Yang, J. ;

Yan, S.

Publication Year: 2016

42. Multi-View Intact Space Learning

Chang
Xu ;
Dacheng Tao ;

Chao Xu

Publication Year: 2015

43. Learning Hierarchical Features for Scene Labeling

Farabet,
C. ;
Couprie, C. ;

Najman, L. ;

LeCun, Y.

Publication Year: 2013

44. A method for registration of 3-D shapes

Besl,
P.J. ;
McKay, Neil D.

Publication Year: 1992

45. Automatic Analysis of Facial Affect: A Survey of Registration, Representation,
and Recognition

Sariyanidi,
E. ;
Gunes, H. ;

Cavallaro, A.

Publication Year: 2015

46. Human-Machine CRFs for Identifying Bottlenecks in Scene Understanding

Mottaghi,
R. ;
Fidler, S. ;

Yuille, A. ;

Urtasun, R. ;

Parikh, D.

Publication Year: 2016

47. Single Image Haze Removal Using Dark Channel Prior

Kaiming
He ;
Jian Sun ;

Xiaoou Tang

Publication Year: 2011

48. An Efficient Algorithm for Calculating the Exact Hausdorff Distance

Taha,
A.A. ;
Hanbury, A.

Publication Year: 2015

49. A model of saliency-based visual attention for rapid scene analysis

Itti,
L. ;
Koch, C. ;

Niebur, E.

Publication Year: 1998

50. Pedestrian Detection: An Evaluation of the State of the Art

Dollar,
P. ;
Wojek, C. ;

Schiele, B. ;

Perona, P.

Publication Year: 2012