Top publications in computer vision 1–100 of 59,307 results
Publications Citations  
1
Distinctive Image Features from Scale-Invariant Keypoints (2004) 7806
2
A computational approach to edge detection (1986) 7241
3
Snakes: Active contour models (1988) 7065
4
Multiple view geometry in computer vision (2000) 5371
5
A Method for Registration of 3-D Shapes (1992) 3954
6
Determining Optical Flow (1981) 3942
7
Scale-space and edge detection using anisotropic diffusion (1990) 3843
8
Random Sample Consensus: A Paradigm for Model Fitting with Applicationsto Image Analysis and Automated Cartography (1981) 3650
9
A Combined Corner and Edge Detector (1988) 3335
10
Rapid Object Detection using a Boosted Cascade of Simple Features (2001) 3296
11
An Iterative Image Registration Technique with an Application to Stereo Vision (1981) 3231
12
Color indexing (1991) 2880
13
CONDENSATION - Conditional Density Propagation for Visual Tracking (1998) 2649
14
Normalized Cuts and Image Segmentation (1997) 2580
15
Mean Shift: A Robust Approach Toward Feature Space Analysis (2002) 2520
16
Active Shape Models-Their Training and Application (1995) 2421
17
Nonlinear total variation based noise removal algorithms (1992) 2321
18
Object Recognition from Local Scale-Invariant Features (1999) 2229
19
Good features to track (1994) 2137
20
Active contours without edges (2001) 2122
21
Performance of Optical Flow Techniques (1994) 2112
22
Pfinder: Real-Time Tracking of the Human Body (1997) 2059
23
Eigenfaces vs. Fisherfaces: Recognition Using Class Specific Linear Projection (1996) 1931
24
A Performance Evaluation of Local Descriptors (2005) 1912
25
A Flexible New Technique for Camera Calibration (2000) 1896
26
Adaptive Background Mixture Models for Real-Time Tracking (1999) 1850
27
Robot vision (1986) 1840
28
Active Appearance Models (1998) 1828
29
Shape matching and object recognition using shape contexts (2002) 1771
30
Multimodality Image Registration by Maximization of Mutual Information (1997) 1729
31
Histograms of Oriented Gradients for Human Detection (2005) 1704
32
Face recognition using eigenfaces (1991) 1702
33
Snakes, shapes, and gradient vector flow (1998) 1669
34
Robust Real-Time Face Detection (2004) 1635
35
Level Set Methods and Fast Marching Methods (1999) 1600
36
Principal Warps: Thin-Plate Splines and the Decomposition of Deformations (1989) 1597
37
Fast Approximate Energy Minimization via Graph Cuts (1999) 1587
38
A Taxonomy and Evaluation of Dense Two-Frame Stereo Correspondence Algorithms (2002) 1585
39
Geodesic Active Contours (1997) 1550
40
A survey of image registration techniques (1992) 1508
41
Robust Real-time Object Detection (2001) 1480
42
Shape Modeling with Front Propagation: A Level Set Approach (1995) 1435
43
Image registration methods: a survey (2003) 1431
44
Geodesic Active Contours (1995) 1389
45
Kernel-Based Object Tracking (2003) 1389
46
Random sets and integral geometry (1975) 1363
47
Visual learning and recognition of 3-d objects from appearance (1995) 1360
48
The Design and Use of Steerable Filters (1991) 1350
49
Maximum Likelihood Reconstruction for Emission Tomography (1982) 1338
50
Accelerated image reconstruction using ordered subsets of projection data (1994) 1326
51
Scale-Space Filtering (1983) 1304
52
Image Analysis and Mathematical Morphology (1988) 1290
53
Three Dimensional Computer Vision-A Geometrical Viewpoint (1993) 1272
54
A survey of medical image registration (1998) 1272
55
Alignment by Maximization of Mutual Information (1997) 1265
56
A massively parallel architecture for a self-organizing neural pattern recognition machine (1987) 1260
57
Comparing Images Using the Hausdorff Distance (1993) 1241
58
Level set methods and dynamic implicit surfaces (2003) 1233
59
Differential geometry of curves and surfaces (1976) 1231
60
Three-Dimensional Computer Vision: A Geometric Viewpoint (1996) 1218
61
Active Appearance Models (2001) 1206
62
A morphable model for the synthesis of 3D faces (1999) 1194
63
Real-Time Tracking of Non-Rigid Objects Using Mean Shift (2000) 1132
64
Bilateral Filtering for Gray and Color Images (1998) 1125
65
Training Support Vector Machines: an Application to Face Detection (1997) 1111
66
Shape and motion from image streams under orthography: a factorization method (1992) 1100
67
Non-rigid Registration Using Free-form Deformations: Application to Breast MR Images (1999) 1098
68
Robust Real-Time Face Detection (2001) 1092
69
Good Features to Track (1999) 1091
70
Scale & Affine Invariant Interest Point Detectors (2004) 1091
71
A computer algorithm for reconstructing a scene from two projections (1981) 1073
72
On Active Contour Models and Balloons (1991) 1073
73
Object Class Recognition by Unsupervised Scale-Invariant Learning (2003) 1071
74
View-based and modular eigenspaces for face recognition (1994) 1068
75
Visual Reconstruction (1987) 1056
76
SURF: Speeded-Up Robust Features (2006) 1054
77
Computer Vision: A Modern Approach (2003) 1048
78
Modeling and rendering architecture from photographs: a hybrid geometry- and image-based approach (1996) 1039
79
Scale-Space Theory in Computer Vision (1994) 1035
80
SUSAN - A New Approach to Low Level Image Processing (1997) 1030
81
Texture synthesis by non-parametric sampling (1999) 1001
82
Least-Squares Fitting of Two 3-D Point Sets (1987) 964
83
Deformable models in medical image analysis: a survey (1996) 960
84
A survey of thresholding techniques (1988) 950
85
A volumetric method for building complex models from range images (1996) 937
86
The Visual Analysis of Human Movement: A Survey (1999) 923
87
Segmentation of Brain MR Images through a Hidden Markov Random Field Model and the Expectation Maximization Algorithm (2001) 923
88
Differential geometry of curves and surfaces (1974) 913
89
Introductory techniques for 3-D computer vision (1998) 912
90
A Nonparamterric Method for Automatic Correction of Intensity Nonuniformity in MRI Data (1998) 911
91
Region Competition: Unifying Snakes, Region Growing, and Bayes/MDL for Multiband Image Segmentation (1996) 901
92
From Few to Many: Illumination Cone Models for Face Recognition under Variable Lighting and Pose (2001) 898
93
Beyond Bags of Features: Spatial Pyramid Matching for Recognizing Natural Scene Categories (2006) 873
94
Local Grayvalue Invariants for Image Retrieval (1997) 850
95
Anisotropic diffusion in image processing (1998) 850
96
What Energy Functions Can Be Minimized via Graph Cuts? (2002) 842
97
Three-dimensionnal computer vision: a geometric viewpoint (1993) 825
98
Mean Shift, Mode Seeking, and Clustering (1995) 816
99
A Robust Technique for Matching two Uncalibrated Images Through the Recovery of the Unknown Epipolar Geometry (1995) 812
100
Robust wide baseline stereo from maximally stable extremal regions (2002) 810