17.9(top 1%)
impact factor
9.2K(top 2%)
papers
1.2M(top 1%)
citations
447(top 0.1%)
h-index
18.1(top 1%)
extended IF
10.3K
all documents
1.3M
doc citations
931(top 0.1%)
g-index
Top Articles
| # | Title | Journal | Year | Citations |
|---|---|---|---|---|
| 1 | A Computational Approach to Edge Detection | IEEE Transactions on Pattern Analysis and Machine Intelligence | 1986 | 21,603 |
| 2 | Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2017 | 20,130 |
| 3 | A theory for multiresolution signal decomposition: the wavelet representation | IEEE Transactions on Pattern Analysis and Machine Intelligence | 1989 | 16,677 |
| 4 | Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images | IEEE Transactions on Pattern Analysis and Machine Intelligence | 1984 | 13,839 |
| 5 | A method for registration of 3-D shapes | IEEE Transactions on Pattern Analysis and Machine Intelligence | 1992 | 13,602 |
| 6 | Multiresolution gray-scale and rotation invariant texture classification with local binary patterns | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2002 | 12,183 |
| 7 | DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2018 | 11,963 |
| 8 | SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2017 | 11,162 |
| 9 | Normalized cuts and image segmentation | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2000 | 10,785 |
| 10 | A flexible new technique for camera calibration | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2000 | 10,514 |
| 11 | Scale-space and edge detection using anisotropic diffusion | IEEE Transactions on Pattern Analysis and Machine Intelligence | 1990 | 9,662 |
| 12 | Eigenfaces vs. Fisherfaces: recognition using class specific linear projection | IEEE Transactions on Pattern Analysis and Machine Intelligence | 1997 | 9,612 |
| 13 | A model of saliency-based visual attention for rapid scene analysis | IEEE Transactions on Pattern Analysis and Machine Intelligence | 1998 | 9,026 |
| 14 | Mean shift: a robust approach toward feature space analysis | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2002 | 8,904 |
| 15 | Representation Learning: A Review and New Perspectives | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2013 | 8,225 |
| 16 | Robust Face Recognition via Sparse Representation | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2009 | 8,010 |
| 17 | Object Detection with Discriminatively Trained Part-Based Models | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2010 | 7,725 |
| 18 | Feature selection based on mutual information criteria of max-dependency, max-relevance, and min-redundancy | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2005 | 7,719 |
| 19 | SLIC Superpixels Compared to State-of-the-Art Superpixel Methods | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2012 | 7,142 |
| 20 | Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2015 | 6,914 |
| 21 | Image Super-Resolution Using Deep Convolutional Networks | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2016 | 6,132 |
| 22 | A Cluster Separation Measure | IEEE Transactions on Pattern Analysis and Machine Intelligence | 1979 | 5,697 |
| 23 | Fast approximate energy minimization via graph cuts | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2001 | 5,660 |
| 24 | A performance evaluation of local descriptors | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2005 | 5,399 |
| 25 | Fully Convolutional Networks for Semantic Segmentation | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2017 | 5,229 |
| 26 | Shape matching and object recognition using shape contexts | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2002 | 5,089 |
| 27 | Face Description with Local Binary Patterns: Application to Face Recognition | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2006 | 4,914 |
| 28 | The random subspace method for constructing decision forests | IEEE Transactions on Pattern Analysis and Machine Intelligence | 1998 | 4,844 |
| 29 | Statistical pattern recognition: a review | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2000 | 4,766 |
| 30 | Content-based image retrieval at the end of the early years | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2000 | 4,753 |
| 31 | High-Speed Tracking with Kernelized Correlation Filters | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2015 | 4,528 |
| 32 | 3D Convolutional Neural Networks for Human Action Recognition | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2013 | 4,472 |
| 33 | Watersheds in digital spaces: an efficient algorithm based on immersion simulations | IEEE Transactions on Pattern Analysis and Machine Intelligence | 1991 | 4,392 |
| 34 | On combining classifiers | IEEE Transactions on Pattern Analysis and Machine Intelligence | 1998 | 4,321 |
| 35 | Active appearance models | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2001 | 4,162 |
| 36 | Guided Image Filtering | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2013 | 4,159 |
| 37 | An efficient k-means clustering algorithm: analysis and implementation | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2002 | 4,109 |
| 38 | Contour Detection and Hierarchical Image Segmentation | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2011 | 4,034 |
| 39 | From few to many: illumination cone models for face recognition under variable lighting and pose | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2001 | 3,967 |
| 40 | Kernel-based object tracking | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2003 | 3,871 |
| 41 | Principal warps: thin-plate splines and the decomposition of deformations | IEEE Transactions on Pattern Analysis and Machine Intelligence | 1989 | 3,870 |
| 42 | The FERET evaluation methodology for face-recognition algorithms | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2000 | 3,844 |
| 43 | Squeeze-and-Excitation Networks | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2020 | 3,751 |
| 44 | Single Image Haze Removal Using Dark Channel Prior | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2011 | 3,703 |
| 45 | An experimental comparison of min-cut/max- flow algorithms for energy minimization in vision | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2004 | 3,649 |
| 46 | Focal Loss for Dense Object Detection | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2020 | 3,324 |
| 47 | Comparing images using the Hausdorff distance | IEEE Transactions on Pattern Analysis and Machine Intelligence | 1993 | 3,281 |
| 48 | Pfinder: real-time tracking of the human body | IEEE Transactions on Pattern Analysis and Machine Intelligence | 1997 | 3,265 |
| 49 | Neural network ensembles | IEEE Transactions on Pattern Analysis and Machine Intelligence | 1990 | 3,213 |
| 50 | Stereo Processing by Semiglobal Matching and Mutual Information | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2008 | 3,035 |