AI 2000计算机视觉领域学者排名每年选出前10名学者为“最具影响力学者”，前11-100名学者为“最具影响力学者提名”。该名录旨在表彰推动计算机视觉领域进步和创新的杰出学者。
我们会持续优化排名的产品和数据。如果您对产品和数据有合作意向，或者有任何问题和建议，请联系我们：aiopen@aminer.cn。
查查你的排名:
1
-
得分：361k
2
1
Object Detection
Artificial Intelligence
Computer Vision
Computer Science
Image Classification
得分：267k
3
1
得分：265k
5
-
Object Detection
Object Recognition
Feature Extraction
Computer Vision
Deformable Part Model
得分：182k
6
1
Machine Learning
Arrival Time
Neural Networks
Straight-line Program
Image Recognition
得分：126k
7
1
Object Detection
Computer Vision
Feature Extraction
Pedestrian Detection
Pose Estimation
得分：124k
8
-
Machine Learning
Deep Architecture
Deep Learning
Unsupervised Pre-training
Video Prediction
得分：101k
9
4
Object Detection
Example-based Human Motion Extrapolation
Cross Camera People
Gradient Domain
Segmentation Mask
得分：100k
12
1
Neural Networks
Neural Arithmetic Logic Units
Fine-grained Visual Descriptions
Sample Complexity
Natural Language Interface
得分：93k
13
1
Speech Recognition
Acoustic Modeling
Automatic Speech Recognition
Hidden Markov Models
Deep Neural Networks
得分：87k
14
2
Computer Vision
Image Segmentation
Object Recognition
Object Detection
Feature Extraction
得分：86k
15
1
Computer Vision
Object Recognition
Image Classification
Motion Estimation
Artificial Intelligence
得分：85k
16
3
Computer Vision
Object Recognition
Image Segmentation
Object Detection
Layout
得分：77k
17
2
得分：71k
18
2
Computer Vision
Image Segmentation
Object Recognition
Feature Extraction
Shape
得分：66k
19
5
得分：62k
21
1
Machine Learning
Image Segmentation
Feature Extraction
Optimization Problem
Computer Vision
得分：59k
22
5
Image Memorability
Computer Vision
Generative Models
Visualization
Contrastive Learning
得分：58k
24
2
得分：56k
25
4
Vision + Graphics
Image Segmentation
Multiple Instance Learning
Image Editing
Vision For Graphics
得分：54k
26
3
Computer Vision
Object Recognition
Image Classification
Feature Extraction
Object Detection
得分：54k
27
1
Object Detection
Image Classification
Visual Recognition
Domain Adaptation
Semantic Segmentation
得分：51k
28
4
Object Detection
Computer Vision
Computational Modeling
Image Segmentation
Object Recognition
得分：51k
29
5
Convolutional Neural Network
Object Detection
Image Classification
Computer Vision
Deep Learning
得分：51k
30
5
Deep Learning
Reinforcement Learning
Extreme Learning Machine
Computer Science
Task Analysis
得分：49k
31
10
Computational Modeling
Segmentation
Semantic Image Segmentation
Computer Vision
Unsupervised Learning
得分：48k
32
34
得分：48k
34
2
Machine Learning
Convex Optimization
High Dimensional Data
Nonlinear Dimensionality Reduction
Dimensionality Reduction
得分：46k
35
3
Computer Vision
Object Recognition
Unsupervised Learning
Feature Extraction
Motion Estimation
得分：46k
36
6
得分：45k
37
7
得分：41k
38
8
Computer Vision
Feature Extraction
Object Detection
Image Reconstruction
Object Recognition
得分：41k
39
6
Object Recognition
Computer Vision
Image Segmentation
Image Classification
Visual Question Answering
得分：41k
40
-
Robustness
Unsupervised Learning
Object Detection
Deep Learning
Learning Artificial Intelligence
得分：41k
41
2
Computer Vision
Object Recognition
Object Detection
Activity Recognition
Computer Science
得分：38k
42
6
Computer Vision
Object Detection
Object Recognition
Optimization
Image Classification
得分：37k
43
27
Deep Learning
Non-negative Matrix Factorization
Representation Learning
Clustering
Unsupervised Learning
得分：36k
45
8
Computer Vision
Image Segmentation
Visual Question Answering
Reinforcement Learning
Interactive Co-segmentation
得分：36k
47
25
Machine Learning
Natural Language Processing
Computer Science
Object Detection
Deep Learning
得分：35k
48
10
Feature Extraction
Deep Learning
Action Recognition
Image Recognition
Face Recognition
得分：35k
49
5
Computer Vision
Image Segmentation
Semantic Segmentation
Deep Learning
Graph Cut
得分：34k
50
3
Object Recognition
Artificial Intelligence
Feature Extraction
Image Recognition
Computer Vision
得分：34k
51
-
Computer Vision
Depth Prediction
Semantic Segmentation
Decoders
Neural Network Architectures
得分：33k
52
26
Earth Sciences
Injury Prevention
Suicide Prevention
Human Factors
Occupational Safety
得分：33k
53
35
Computer Vision
Object Recognition
Object Detection
Image Classification
Computer Science
得分：33k
54
2
Computer Vision
Computer Science
Artificial Intelligence
Object Recognition
Digital Image Data
得分：31k
56
1
得分：30k
58
3
Face Recognition
Affective Computing
Computer Vision
Human Pose Embedding
Probabilistic Embedding
得分：30k
59
3
Computer Vision
Object Recognition
Operational Amplifiers
Cmos Technology
Low Voltage
得分：30k
60
11
得分：29k
61
Shiny Surface
Ottimizzazione Della Riabilitazione Cognitiva
Pazienti Con Sclerosi Multipla
Dello Stato Di Sollecitazione
Di Correlazione Tra Triassialit
得分：29k
62
32
得分：29k
63
16
Computer Science
Artificial Intelligence
Computer Vision
Pattern Recognition
Image (mathematics)
得分：28k
65
6
Speech Recognition
Feature Extraction
Object Recognition
Object Detection
Domain Adaptation
得分：28k
66
得分：28k
67
8
Image Classification
Computer Vision
Feature Extraction
Deep Learning
Convolutional Neural Networks
得分：28k
68
12
Convolutional Neural Networks
Integrated Gpu
Face Recognition
Control Divergence
Warp Regrouping
得分：27k
69
14
Convolutional Neural Networks
Heat Flow
Kinetic Inductance Detector
Geothermal Resources
Temperature Measurement
得分：27k
70
15
Convolutional Neural Networks
Organic Electroluminescent Devices
Multi-level Discriminative Dictionary Learning
Multiple Feature Representation
Phase Hop Diversity
得分：27k
71
11
Object Detection
Deep Learning Layers
Categorization
Machine Translation System
Artificial Intelligence
得分：27k
72
9
Object Detection
Pose Estimation
Two Dimensional Displays
Artificial Intelligence
Three-dimensional Displays
得分：26k
73
6
Computer Vision
Object Recognition
Image Classification
Image Retrieval
Feature Extraction
得分：26k
74
1
得分：26k
75
2
Computer Vision
Robustness
Image Segmentation
Markov Processes
Monte Carlo Methods
得分：26k
76
46
Object Tracking
Visual Tracking
Visualization
Feature Extraction
Robustness
得分：26k
77
56
Convolutional Neural Network
Detection Performance
Object Detection
Deep Neural Network
Class Probabilities
得分：25k
79
23
得分：25k
80
4
Alcohol Dependence
Oxidation
Contact Resistance
Scanning Electron Microscopy
Forgetting
得分：24k
81
得分：24k
82
19
Object Detection
Computer Vision
Computer Science
Feature Extraction
Artificial Intelligence
得分：24k
83
7
Autonomous Driving
Object Detection
Image Segmentation
Gaussian Process
Gaussian Processes
得分：23k
84
16
Computer Vision
Optical Flow
Motion Estimation
Principal Component Analysis
Human Body
得分：23k
88
16
Visual Explanations
Deep Networks
Gradient-based Localization
Gradient-weighted Class Activation Mapping
Image Captioning
得分：23k
89
2
Feature Extraction
Computer Vision
Computer Science
Object Detection
Artificial Intelligence
得分：23k
90
20
Feature Extraction
Training
Deep Learning
Image Classification
Object Detection
得分：22k
91
24
Semantic Segmentation
Segmentation
Grouping And Shape Analysis
Pattern Recognition
Semantics
得分：22k
92
1
Face Recognition
Object Detection
Computer Vision
Feature Extraction
Image Segmentation
得分：22k
93
2
Generative Adversarial Networks
Deep Learning
Scene Understanding
Generative Adversarial Network
Semantics
得分：22k
95
21
Visual Tracking
Saliency Detection
Object Tracking
Feature Extraction
Salient Object Detection
得分：21k
96
3
Image Retrieval
Visualization
Task Analysis
Feature Extraction
Person Re-identification
得分：21k
97
23
Feature Extraction
Image Representation
Visual Tracking
Object Recognition
Object Detection
得分：21k
98
11
Deep Learning
Speech Processing
Rectified Linear Units
Computer Science
Artificial Intelligence
得分：21k
99
30
Computer Vision
Object Recognition
Image Classification
Image Retrieval
Action Recognition
得分：21k
100
32
Visual Tracking
Computer Vision
Deep Learning
Performance Evaluation
Super Resolution
得分：21k
1
-
得分：361k
2
1
Object Detection
Artificial Intelligence
Computer Vision
Computer Science
Image Classification
得分：267k
3
1
得分：265k
5
-
Object Detection
Object Recognition
Feature Extraction
Computer Vision
Deformable Part Model
得分：182k
6
1
Machine Learning
Arrival Time
Neural Networks
Straight-line Program
Image Recognition
得分：126k
7
1
Object Detection
Computer Vision
Feature Extraction
Pedestrian Detection
Pose Estimation
得分：124k
8
-
Machine Learning
Deep Architecture
Deep Learning
Unsupervised Pre-training
Video Prediction
得分：101k
9
4
Object Detection
Example-based Human Motion Extrapolation
Cross Camera People
Gradient Domain
Segmentation Mask
得分：100k
12
1
Neural Networks
Neural Arithmetic Logic Units
Fine-grained Visual Descriptions
Sample Complexity
Natural Language Interface
得分：93k
13
1
Speech Recognition
Acoustic Modeling
Automatic Speech Recognition
Hidden Markov Models
Deep Neural Networks
得分：87k
14
2
Computer Vision
Image Segmentation
Object Recognition
Object Detection
Feature Extraction
得分：86k
15
1
Computer Vision
Object Recognition
Image Classification
Motion Estimation
Artificial Intelligence
得分：85k
16
3
Computer Vision
Object Recognition
Image Segmentation
Object Detection
Layout
得分：77k
17
2
得分：71k
18
2
Computer Vision
Image Segmentation
Object Recognition
Feature Extraction
Shape
得分：66k
19
5
得分：62k
21
1
Machine Learning
Image Segmentation
Feature Extraction
Optimization Problem
Computer Vision
得分：59k
22
5
Image Memorability
Computer Vision
Generative Models
Visualization
Contrastive Learning
得分：58k
24
2
得分：56k
25
4
Vision + Graphics
Image Segmentation
Multiple Instance Learning
Image Editing
Vision For Graphics
得分：54k
26
3
Computer Vision
Object Recognition
Image Classification
Feature Extraction
Object Detection
得分：54k
27
1
Object Detection
Image Classification
Visual Recognition
Domain Adaptation
Semantic Segmentation
得分：51k
28
4
Object Detection
Computer Vision
Computational Modeling
Image Segmentation
Object Recognition
得分：51k
29
5
Convolutional Neural Network
Object Detection
Image Classification
Computer Vision
Deep Learning
得分：51k
30
5
Deep Learning
Reinforcement Learning
Extreme Learning Machine
Computer Science
Task Analysis
得分：49k
31
10
Computational Modeling
Segmentation
Semantic Image Segmentation
Computer Vision
Unsupervised Learning
得分：48k
32
34
得分：48k
34
2
Machine Learning
Convex Optimization
High Dimensional Data
Nonlinear Dimensionality Reduction
Dimensionality Reduction
得分：46k
35
3
Computer Vision
Object Recognition
Unsupervised Learning
Feature Extraction
Motion Estimation
得分：46k
36
6
得分：45k
37
7
得分：41k
38
8
Computer Vision
Feature Extraction
Object Detection
Image Reconstruction
Object Recognition
得分：41k
39
6
Object Recognition
Computer Vision
Image Segmentation
Image Classification
Visual Question Answering
得分：41k
40
-
Robustness
Unsupervised Learning
Object Detection
Deep Learning
Learning Artificial Intelligence
得分：41k
41
2
Computer Vision
Object Recognition
Object Detection
Activity Recognition
Computer Science
得分：38k
42
6
Computer Vision
Object Detection
Object Recognition
Optimization
Image Classification
得分：37k
43
27
Deep Learning
Non-negative Matrix Factorization
Representation Learning
Clustering
Unsupervised Learning
得分：36k
45
8
Computer Vision
Image Segmentation
Visual Question Answering
Reinforcement Learning
Interactive Co-segmentation
得分：36k
47
25
Machine Learning
Natural Language Processing
Computer Science
Object Detection
Deep Learning
得分：35k
48
10
Feature Extraction
Deep Learning
Action Recognition
Image Recognition
Face Recognition
得分：35k
49
5
Computer Vision
Image Segmentation
Semantic Segmentation
Deep Learning
Graph Cut
得分：34k
50
3
Object Recognition
Artificial Intelligence
Feature Extraction
Image Recognition
Computer Vision
得分：34k
51
-
Computer Vision
Depth Prediction
Semantic Segmentation
Decoders
Neural Network Architectures
得分：33k
52
26
Earth Sciences
Injury Prevention
Suicide Prevention
Human Factors
Occupational Safety
得分：33k
53
35
Computer Vision
Object Recognition
Object Detection
Image Classification
Computer Science
得分：33k
54
2
Computer Vision
Computer Science
Artificial Intelligence
Object Recognition
Digital Image Data
得分：31k
56
1
得分：30k
58
3
Face Recognition
Affective Computing
Computer Vision
Human Pose Embedding
Probabilistic Embedding
得分：30k
59
3
Computer Vision
Object Recognition
Operational Amplifiers
Cmos Technology
Low Voltage
得分：30k
60
11
得分：29k
61
Shiny Surface
Ottimizzazione Della Riabilitazione Cognitiva
Pazienti Con Sclerosi Multipla
Dello Stato Di Sollecitazione
Di Correlazione Tra Triassialit
得分：29k
62
32
得分：29k
63
16
Computer Science
Artificial Intelligence
Computer Vision
Pattern Recognition
Image (mathematics)
得分：28k
65
6
Speech Recognition
Feature Extraction
Object Recognition
Object Detection
Domain Adaptation
得分：28k
66
得分：28k
67
8
Image Classification
Computer Vision
Feature Extraction
Deep Learning
Convolutional Neural Networks
得分：28k
68
12
Convolutional Neural Networks
Integrated Gpu
Face Recognition
Control Divergence
Warp Regrouping
得分：27k
69
14
Convolutional Neural Networks
Heat Flow
Kinetic Inductance Detector
Geothermal Resources
Temperature Measurement
得分：27k
70
15
Convolutional Neural Networks
Organic Electroluminescent Devices
Multi-level Discriminative Dictionary Learning
Multiple Feature Representation
Phase Hop Diversity
得分：27k
71
11
Object Detection
Deep Learning Layers
Categorization
Machine Translation System
Artificial Intelligence
得分：27k
72
9
Object Detection
Pose Estimation
Two Dimensional Displays
Artificial Intelligence
Three-dimensional Displays
得分：26k
73
6
Computer Vision
Object Recognition
Image Classification
Image Retrieval
Feature Extraction
得分：26k
74
1
得分：26k
75
2
Computer Vision
Robustness
Image Segmentation
Markov Processes
Monte Carlo Methods
得分：26k
76
46
Object Tracking
Visual Tracking
Visualization
Feature Extraction
Robustness
得分：26k
77
56
Convolutional Neural Network
Detection Performance
Object Detection
Deep Neural Network
Class Probabilities
得分：25k
79
23
得分：25k
80
4
Alcohol Dependence
Oxidation
Contact Resistance
Scanning Electron Microscopy
Forgetting
得分：24k
81
得分：24k
82
19
Object Detection
Computer Vision
Computer Science
Feature Extraction
Artificial Intelligence
得分：24k
83
7
Autonomous Driving
Object Detection
Image Segmentation
Gaussian Process
Gaussian Processes
得分：23k
84
16
Computer Vision
Optical Flow
Motion Estimation
Principal Component Analysis
Human Body
得分：23k
88
16
Visual Explanations
Deep Networks
Gradient-based Localization
Gradient-weighted Class Activation Mapping
Image Captioning
得分：23k
89
2
Feature Extraction
Computer Vision
Computer Science
Object Detection
Artificial Intelligence
得分：23k
90
20
Feature Extraction
Training
Deep Learning
Image Classification
Object Detection
得分：22k
91
24
Semantic Segmentation
Segmentation
Grouping And Shape Analysis
Pattern Recognition
Semantics
得分：22k
92
1
Face Recognition
Object Detection
Computer Vision
Feature Extraction
Image Segmentation
得分：22k
93
2
Generative Adversarial Networks
Deep Learning
Scene Understanding
Generative Adversarial Network
Semantics
得分：22k
95
21
Visual Tracking
Saliency Detection
Object Tracking
Feature Extraction
Salient Object Detection
得分：21k
96
3
Image Retrieval
Visualization
Task Analysis
Feature Extraction
Person Re-identification
得分：21k
97
23
Feature Extraction
Image Representation
Visual Tracking
Object Recognition
Object Detection
得分：21k
98
11
Deep Learning
Speech Processing
Rectified Linear Units
Computer Science
Artificial Intelligence
得分：21k
99
30
Computer Vision
Object Recognition
Image Classification
Image Retrieval
Action Recognition
得分：21k
100
32
Visual Tracking
Computer Vision
Deep Learning
Performance Evaluation
Super Resolution
得分：21k