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