18.1(top 1%)
impact factor
9.1K(top 2%)
papers
1.2M(top 1%)
citations
454(top 0.1%)
h-index
18.9(top 1%)
extended IF
10.6K
all documents
1.3M
doc citations
948(top 0.1%)
g-index
Top Articles
# | Title | Journal | Year | Citations |
---|---|---|---|---|
1 | Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2017 | 22,445 |
2 | A Computational Approach to Edge Detection | IEEE Transactions on Pattern Analysis and Machine Intelligence | 1986 | 22,202 |
3 | A theory for multiresolution signal decomposition: the wavelet representation | IEEE Transactions on Pattern Analysis and Machine Intelligence | 1989 | 16,889 |
4 | A method for registration of 3-D shapes | IEEE Transactions on Pattern Analysis and Machine Intelligence | 1992 | 14,010 |
5 | Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images | IEEE Transactions on Pattern Analysis and Machine Intelligence | 1984 | 13,987 |
6 | DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2018 | 13,230 |
7 | Multiresolution gray-scale and rotation invariant texture classification with local binary patterns | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2002 | 12,418 |
8 | SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2017 | 12,285 |
9 | Normalized cuts and image segmentation | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2000 | 10,967 |
10 | A flexible new technique for camera calibration | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2000 | 10,959 |
11 | Scale-space and edge detection using anisotropic diffusion | IEEE Transactions on Pattern Analysis and Machine Intelligence | 1990 | 9,783 |
12 | Eigenfaces vs. Fisherfaces: recognition using class specific linear projection | IEEE Transactions on Pattern Analysis and Machine Intelligence | 1997 | 9,685 |
13 | A model of saliency-based visual attention for rapid scene analysis | IEEE Transactions on Pattern Analysis and Machine Intelligence | 1998 | 9,190 |
14 | Mean shift: a robust approach toward feature space analysis | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2002 | 9,053 |
15 | Representation Learning: A Review and New Perspectives | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2013 | 8,643 |
16 | Robust Face Recognition via Sparse Representation | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2009 | 8,100 |
17 | Feature selection based on mutual information criteria of max-dependency, max-relevance, and min-redundancy | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2005 | 8,018 |
18 | Object Detection with Discriminatively Trained Part-Based Models | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2010 | 7,884 |
19 | Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2015 | 7,676 |
20 | SLIC Superpixels Compared to State-of-the-Art Superpixel Methods | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2012 | 7,436 |
21 | Image Super-Resolution Using Deep Convolutional Networks | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2016 | 6,595 |
22 | Fully Convolutional Networks for Semantic Segmentation | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2017 | 6,064 |
23 | A Cluster Separation Measure | IEEE Transactions on Pattern Analysis and Machine Intelligence | 1979 | 6,001 |
24 | Fast approximate energy minimization via graph cuts | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2001 | 5,707 |
25 | A performance evaluation of local descriptors | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2005 | 5,436 |
26 | Shape matching and object recognition using shape contexts | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2002 | 5,138 |
27 | The random subspace method for constructing decision forests | IEEE Transactions on Pattern Analysis and Machine Intelligence | 1998 | 5,026 |
28 | Face Description with Local Binary Patterns: Application to Face Recognition | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2006 | 4,981 |
29 | Statistical pattern recognition: a review | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2000 | 4,822 |
30 | Content-based image retrieval at the end of the early years | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2000 | 4,795 |
31 | High-Speed Tracking with Kernelized Correlation Filters | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2015 | 4,718 |
32 | 3D Convolutional Neural Networks for Human Action Recognition | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2013 | 4,658 |
33 | Watersheds in digital spaces: an efficient algorithm based on immersion simulations | IEEE Transactions on Pattern Analysis and Machine Intelligence | 1991 | 4,456 |
34 | Guided Image Filtering | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2013 | 4,372 |
35 | On combining classifiers | IEEE Transactions on Pattern Analysis and Machine Intelligence | 1998 | 4,353 |
36 | An efficient k-means clustering algorithm: analysis and implementation | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2002 | 4,231 |
37 | Squeeze-and-Excitation Networks | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2020 | 4,219 |
38 | Active appearance models | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2001 | 4,194 |
39 | Contour Detection and Hierarchical Image Segmentation | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2011 | 4,183 |
40 | From few to many: illumination cone models for face recognition under variable lighting and pose | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2001 | 4,015 |
41 | Single Image Haze Removal Using Dark Channel Prior | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2011 | 4,001 |
42 | Principal warps: thin-plate splines and the decomposition of deformations | IEEE Transactions on Pattern Analysis and Machine Intelligence | 1989 | 3,926 |
43 | Kernel-based object tracking | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2003 | 3,900 |
44 | The FERET evaluation methodology for face-recognition algorithms | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2000 | 3,875 |
45 | Focal Loss for Dense Object Detection | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2020 | 3,769 |
46 | An experimental comparison of min-cut/max- flow algorithms for energy minimization in vision | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2004 | 3,678 |
47 | Comparing images using the Hausdorff distance | IEEE Transactions on Pattern Analysis and Machine Intelligence | 1993 | 3,381 |
48 | Neural network ensembles | IEEE Transactions on Pattern Analysis and Machine Intelligence | 1990 | 3,279 |
49 | Pfinder: real-time tracking of the human body | IEEE Transactions on Pattern Analysis and Machine Intelligence | 1997 | 3,278 |
50 | Stereo Processing by Semiglobal Matching and Mutual Information | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2008 | 3,154 |