Top publications in computer vision 1–100 of 55,754 results
Publications Citations  
1
Distinctive Image Features from Scale-Invariant Keypoints (2004) 7806
2
Numerical Recipes in C: The Art of Scientific Computing (2nd Edition) (1992) 7436
3
A computational approach to edge detection (1986) 7241
4
Snakes: Active contour models (1988) 7065
5
Multiple view geometry in computer vision (2000) 5371
6
A Method for Registration of 3-D Shapes (1992) 3954
7
Determining Optical Flow (1981) 3942
8
Scale-space and edge detection using anisotropic diffusion (1990) 3843
9
Random Sample Consensus: A Paradigm for Model Fitting with Applicationsto Image Analysis and Automated Cartography (1981) 3650
10
A Combined Corner and Edge Detector (1988) 3335
11
Rapid Object Detection using a Boosted Cascade of Simple Features (2001) 3296
12
An Iterative Image Registration Technique with an Application to Stereo Vision (1981) 3231
13
Color indexing (1991) 2880
14
CONDENSATION - Conditional Density Propagation for Visual Tracking (1998) 2649
15
Normalized Cuts and Image Segmentation (1997) 2580
16
Mean Shift: A Robust Approach Toward Feature Space Analysis (2002) 2520
17
Active Shape Models-Their Training and Application (1995) 2421
18
Nonlinear total variation based noise removal algorithms (1992) 2321
19
Object Recognition from Local Scale-Invariant Features (1999) 2229
20
Good features to track (1994) 2137
21
Active contours without edges (2001) 2122
22
Performance of Optical Flow Techniques (1994) 2112
23
Pfinder: Real-Time Tracking of the Human Body (1997) 2059
24
Eigenfaces vs. Fisherfaces: Recognition Using Class Specific Linear Projection (1996) 1931
25
A Performance Evaluation of Local Descriptors (2005) 1912
26
A Flexible New Technique for Camera Calibration (2000) 1896
27
Adaptive Background Mixture Models for Real-Time Tracking (1999) 1850
28
Robot vision (1986) 1840
29
Active Appearance Models (1998) 1828
30
Shape matching and object recognition using shape contexts (2002) 1771
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) 1599
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
Robust Real-time Object Detection (2001) 1480
41
Shape Modeling with Front Propagation: A Level Set Approach (1995) 1435
42
Image registration methods: a survey (2003) 1431
43
Geodesic Active Contours (1995) 1389
44
Kernel-Based Object Tracking (2003) 1389
45
Random sets and integral geometry (1975) 1363
46
Visual learning and recognition of 3-d objects from appearance (1995) 1360
47
The Design and Use of Steerable Filters (1991) 1350
48
Scale-Space Filtering (1983) 1304
49
Image Analysis and Mathematical Morphology (1988) 1290
50
Three Dimensional Computer Vision-A Geometrical Viewpoint (1993) 1272
51
A survey of medical image registration (1998) 1272
52
Alignment by Maximization of Mutual Information (1997) 1265
53
A massively parallel architecture for a self-organizing neural pattern recognition machine (1987) 1260
54
Comparing Images Using the Hausdorff Distance (1993) 1241
55
Level set methods and dynamic implicit surfaces (2003) 1233
56
Differential geometry of curves and surfaces (1976) 1231
57
Three-Dimensional Computer Vision: A Geometric Viewpoint (1996) 1218
58
Active Appearance Models (2001) 1206
59
A morphable model for the synthesis of 3D faces (1999) 1194
60
Real-Time Tracking of Non-Rigid Objects Using Mean Shift (2000) 1132
61
Bilateral Filtering for Gray and Color Images (1998) 1125
62
Training Support Vector Machines: an Application to Face Detection (1997) 1111
63
Shape and motion from image streams under orthography: a factorization method (1992) 1100
64
Robust Real-Time Face Detection (2001) 1092
65
Good Features to Track (1999) 1091
66
Scale & Affine Invariant Interest Point Detectors (2004) 1091
67
A computer algorithm for reconstructing a scene from two projections (1981) 1073
68
On Active Contour Models and Balloons (1991) 1073
69
Object Class Recognition by Unsupervised Scale-Invariant Learning (2003) 1071
70
View-based and modular eigenspaces for face recognition (1994) 1068
71
Visual Reconstruction (1987) 1056
72
SURF: Speeded-Up Robust Features (2006) 1054
73
Computer Vision: A Modern Approach (2003) 1048
74
Modeling and rendering architecture from photographs: a hybrid geometry- and image-based approach (1996) 1039
75
Scale-Space Theory in Computer Vision (1994) 1035
76
SUSAN - A New Approach to Low Level Image Processing (1997) 1030
77
Texture synthesis by non-parametric sampling (1999) 1001
78
Least-Squares Fitting of Two 3-D Point Sets (1987) 964
79
Deformable models in medical image analysis: a survey (1996) 960
80
A survey of thresholding techniques (1988) 950
81
A volumetric method for building complex models from range images (1996) 937
82
The Visual Analysis of Human Movement: A Survey (1999) 923
83
Differential geometry of curves and surfaces (1974) 913
84
Introductory techniques for 3-D computer vision (1998) 912
85
Region Competition: Unifying Snakes, Region Growing, and Bayes/MDL for Multiband Image Segmentation (1996) 901
86
From Few to Many: Illumination Cone Models for Face Recognition under Variable Lighting and Pose (2001) 898
87
Beyond Bags of Features: Spatial Pyramid Matching for Recognizing Natural Scene Categories (2006) 873
88
Local Grayvalue Invariants for Image Retrieval (1997) 850
89
Anisotropic diffusion in image processing (1998) 850
90
What Energy Functions Can Be Minimized via Graph Cuts? (2002) 842
91
Three-dimensionnal computer vision: a geometric viewpoint (1993) 825
92
Mean Shift, Mode Seeking, and Clustering (1995) 816
93
A Robust Technique for Matching two Uncalibrated Images Through the Recovery of the Unknown Epipolar Geometry (1995) 812
94
Robust wide baseline stereo from maximally stable extremal regions (2002) 810
95
Feature extraction from faces using deformable templates (1992) 803
96
Facial action coding system: a technique for the measurement of facial movement (1978) 800
97
Finite-Element Methods for Active Contour Models and Balloons for 2-D and 3-D Images (1993) 799
98
An Experimental Comparison of Min-Cut/Max-Flow Algorithms for Energy Minimization in Vision (2004) 797
99
Interactive Graph Cuts for Optimal Boundary and Region Segmentation of Objects in ND Images (2001) 796
100
Three-dimensional computer vision (1993) 793