AI 2000 全球人工智能学者
领域
2013
2022
领域
  • AI 2000
AI 2000多媒体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多媒体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
1
1
Object Detection
Object Recognition
Feature Extraction
Computer Vision
Deformable Part Model
得分17k
2
1
Computer Vision
Object Recognition
Image Classification
Artificial Intelligence
Motion Estimation
得分17k
3
-
Machine Learning
Computer Science
Artificial Intelligence
Computer Vision
Semantic Segmentation
得分17k
4
-
Object Detection
Image Classification
Visual Recognition
Domain Adaptation
Semantic Segmentation
得分17k
5
-
Fuzzy Logic
Fuzzy Set Theory
Fuzzy Sets
Computer Vision
Semantics
得分17k
6
-
Image Segmentation
Machine Learning
Feature Extraction
Optimization Problem
Computer Vision
得分17k
7
-
Object Recognition
Feature Extraction
Shape
Feedforward
Detectors
得分17k
8
-
Computer Vision
Image Segmentation
Atovaquone
Open Source
Parallel Computation
得分17k
9
2
Emotion Recognition
Affective Computing
Speech Recognition
Feature Extraction
Computational Paralinguistics
得分3k
10
1
Image Classification
Computer Vision
Object Recognition
Object Detection
Feature Extraction
得分3k
11
1
Deep Learning
Convolutional Neural Networks
Machine Learning
Natural Scene
Integrated Camera
得分3k
12
19
Facial Expression
Face Recognition
Feature Extraction
Affective Computing
Support Vector Machines
得分2k
13
1
Question Answering
Image Retrieval
Feature Extraction
Image Annotation
Information Retrieval
得分2k
14
24
Facial Expression
Affective Computing
Face Recognition
Visual Emotion Challenge
FACE
得分2k
15
23
Psychology
Affective Computing
Emotion Recognition
Speech
Visual Emotion Challenge
得分2k
16
3
Emotion Recognition
Long Short-term Memory
Speech Recognition
Recurrent Neural Networks
Feature Extraction
得分2k
17
1
Feature Extraction
Visualization
Image Retrieval
Training
Robustness
得分2k
18
3
得分1k
19
3
得分1k
20
1
Semantics
Visualization
Feature Extraction
Binary Codes
Image Retrieval
得分1k
21
1
Visualization
Semantics
Feature Extraction
Deep Learning
Image Retrieval
得分1k
22
4
Visualization
Feature Extraction
Semantics
Image Retrieval
Binary Codes
得分1k
23
6
Image Retrieval
Feature Extraction
Visualization
Image Classification
Semantics
得分1k
24
10
Feature Extraction
Image Retrieval
Visualization
Semantics
Deep Learning
得分1k
25
4
Cloud Computing
Quality Of Service
Search-based Software Engineering
Service Composition
Multi-objective Optimization
得分1k
26
232
Emotion Recognition
Affective Computing
Computational Paralinguistics
Autism
Feature Extraction
得分1k
27
3
Visualization
Image Retrieval
Feature Extraction
Mobile Visual Search
Semantics
得分1k
28
5
Speech Recognition
Feature Extraction
Long Short-term Memory
Computational Paralinguistics
Non-negative Matrix Factorization
得分1k
29
1
Video Classification
Feature Extraction
Deep Learning
Image Classification
Visualization
得分1k
30
5
Image Retrieval
Online Learning
Machine Learning
Data Mining
Content-based Image Retrieval
得分1k
31
2
Deep Learning
Machine Learning
Artificial Intelligence
Concept Detection
Satellite Imagery
得分1k
32
4
System Testing
Feature Extraction
Test Case Generation
Test Coverage
Search-based Gui Testing
得分1k
33
7
Distance Metric Learning
Image Retrieval
Content-based Image Retrieval
Online Learning
Deep Learning
得分1k
34
7
Facial Image
Early Termination
Deep Learning
Image Retrieval
Auto Face Annotation
得分1k
35
-
Visualization
Semantics
Feature Extraction
Image Retrieval
Image Reconstruction
得分1k
36
7
Sound Event Detection
Computer Science
Machine Learning
Melody Extraction
Deep Learning
得分1k
37
5
Feature Extraction
Computational Complexity
Video Coding
Information Retrieval
Ubiquitous Computing
得分1k
38
3
Visualization
Feature Extraction
Image Retrieval
Social Media
Data Mining
得分1k
39
3
Image Retrieval
Feature Extraction
Support Vector Machine
Learning Artificial Intelligence
Computer Vision
得分1k
40
28
Feature Extraction
Image Classification
Image Segmentation
Visualization
Robustness
得分1k
41
6
Urban Sound
Dataset
Taxonomy
Sound And Music Computing
Content Analysis And Indexing
得分1k
42
6
Computer Science
Music
Information Retrieval
Machine Learning
Audio Signal Processing
得分1k
43
NEW
Computer Vision
Face Recognition
Feature Extraction
Image Classification
Motion Estimation
得分1k
44
2
Feature Extraction
Training
Visualization
Semantics
Computational Modeling
得分1k
45
9
Image Segmentation
Feature Extraction
Computational Modeling
Object Detection
Semantics
得分1k
46
39
Recommendation
Recommender Systems
Recommender System
Collaborative Filtering
Graph Neural Network
得分1k
47
5
Feature Extraction
Visualization
Computational Complexity
Experimental Result
Image Segmentation
得分1k
48
11
Cross-modal Retrieval
Feature Extraction
Semantics
Image Retrieval
Visualization
得分1k
49
17
Environmental Sound
Classification
Convolutional Neural Networks
Dataset
Environmental Sound Classification
得分993
50
9
Computer Science
Computer Vision
Artificial Intelligence
Deep Learning
High-dimensional Indexing
得分992
51
6
Semantics
Feature Extraction
Deep Learning
Human Parsing
Visualization
得分991
52
12
Image Retrieval
Feature Extraction
Learning Artificial Intelligence
Video Annotation
Semi Supervised Learning
得分978
53
2
Visualization
Feature Extraction
Semantics
Image Retrieval
Training
得分965
54
134
Depression
Affective Computing
Machine Learning
Convolutional Neural Networks
Emotion Recognition
得分960
55
26
Deep Learning
Video Signal Processing
Visualization
Object Detection
Image Restoration
得分948
56
254
Computer Science
Multimodal Interaction
Information Visualization
Data Mining
Multimodal Interface
得分926
57
21
Person Re-identification
Action Recognition
Interaction-aware Neural Network
Task Analysis
Multi-branch Deep Network
得分924
58
NEW
Person Re-identification
Action Recognition
Feature Extraction
Task Analysis
Robustness
得分924
59
NEW
得分924
60
21
Multiple Fusion
Virtual Velocity Loop
Uyghur-chinese Machine Translation
Uyghur Segmentation
Disturbance Observer
得分924
62
13
Semantics
Visualization
Indexing
Image Retrieval
Optimization
得分897
63
4
IEEE
ACM
Social Media
Computer Vision
Feature Extraction
Image Retrieval
Image Classification
得分893
64
NEW
Agency
Artificially Intelligent Decision Makers
得分884
65
25
Computer Vision
Feature Extraction
Image Retrieval
Human Computer Interaction
Image Classification
得分868
66
2346
Emotion Recognition
Voice Quality
Depression
Nonverbal Behavior
Machine Learning
得分867
67
14
Facial Expression
Affective Computing
Depression Recognition Challenge
Unipolar Depression
Continuous Value
得分867
68
NEW
Feature Extraction
Semantics
Visualization
Image Retrieval
Image Annotation
得分863
69
31
Distributed Optimization
Feature Extraction
Artificial Intelligence
Spatial Context
Pattern Recognition
得分845
70
32
Melampsora Larici-populina
Poplar
Face Recognition
Coprinus Comatus
Pathogenicity
得分845
71
34
得分843
72
24
Computer Vision
Object Recognition
Image Classification
Image Retrieval
Feature Extraction
得分830
73
44
Computer Science
Artificial Intelligence
Computer Vision
Artificial Neural Network
Training
得分812
74
30
Speech Recognition
Information Retrieval
Feature Extraction
Computer Science
Multimedia Event Detection
得分810
75
-
Mobile Device
Computer Science
DASH
Query Processing
Location Based Service
得分789
76
NEW
Recommendation
Collaborative Filtering
Graph Neural Network
Knowledge Graph
Feature Extraction
得分789
77
27
Feature Extraction
Visualization
Task Analysis
Image Retrieval
Solid Modeling
得分788
78
8
Feature Extraction
Visualization
Web Video
Image Retrieval
Computer Science
得分778
79
3
Personality Trait
Mobile Phone Data
Social Behavior
Machine Learning
Support Vector Machine
得分776
80
2
Feature Extraction
Image Retrieval
Image Classification
Computer Vision
Visualization
得分759
81
13
Visualization
Feature Extraction
Task Analysis
Image Emotion
Proposed Method
得分754
82
33
Video Classification
Deep Learning
CNN
Real Time
Graphics Hardware
得分744
83
21
Image Segmentation
Optical Character Recognition
Document Image
Text Analysis
Feature Extraction
得分743
84
19
Computer Science
Artificial Intelligence
Computer Vision
Pattern Recognition
Artificial Neural Network
得分732
85
23
Deep Learning
Convolutional Neural Network
Video Analysis
Video Classification
Crowd Counting
得分731
86
17
Feature Extraction
Collaborative Filtering
Image Retrieval
Layout
Information Retrieval
得分726
87
4
Deep Learning
Computer Science
Artificial Intelligence
Computer Vision
Image Search
得分718
88
11
Feature Extraction
Computer Science
Watermarking
Audio Signal Processing
Cryptography
得分702
89
3
Image Retrieval
Feature Extraction
Cross-media Retrieval
Computer Science
Digital Library
得分702
90
2
Computer Vision
Image Segmentation
Object Detection
Shape
Bayesian Inference
得分700
91
947
Machine Learning
Computational Paralinguistics
Affective Computing
Bag-of-audio-words
Emotion Recognition
得分696
92
50
Video Coding
Image Resolution
Image Reconstruction
Computational Complexity
Encoding
得分693
93
38
Recipe Retrieval
Cross-modal Retrieval
Deep Learning
Food Recognition
Ingredient Recognition
得分690
94
13
Speaker Recognition
Speech Recognition
Speaker Identification
Emotion Recognition
Feature Extraction
得分674
95
113
Task Analysis
Video Question Answering
Visualization
Knowledge Discovery
Reinforcement Learning
得分664
96
18
Feature Extraction
Visualization
Image Classification
Semantics
Computer Vision
得分662
97
11
Binary Codes
Semantics
Hashing
Visualization
Optimization
得分661
98
12
Sparse Representation
Visualization
Face Verification
Kinship Verification
Incremental Learning
得分645
99
12
Granular Flow
Microgravity
Intradermal Needle
Anisotropic Resistivity
Long-short Graph Memory Network
得分645
100
8
Image Segmentation
Computer Science
Cell Segmentation
Tracking
Deep Learning
得分634
1
1
Object Detection
Object Recognition
Feature Extraction
Computer Vision
Deformable Part Model
得分17k
2
1
Computer Vision
Object Recognition
Image Classification
Artificial Intelligence
Motion Estimation
得分17k
3
-
Machine Learning
Computer Science
Artificial Intelligence
Computer Vision
Semantic Segmentation
得分17k
4
-
Object Detection
Image Classification
Visual Recognition
Domain Adaptation
Semantic Segmentation
得分17k
5
-
Fuzzy Logic
Fuzzy Set Theory
Fuzzy Sets
Computer Vision
Semantics
得分17k
6
-
Image Segmentation
Machine Learning
Feature Extraction
Optimization Problem
Computer Vision
得分17k
7
-
Object Recognition
Feature Extraction
Shape
Feedforward
Detectors
得分17k
8
-
Computer Vision
Image Segmentation
Atovaquone
Open Source
Parallel Computation
得分17k
9
2
Emotion Recognition
Affective Computing
Speech Recognition
Feature Extraction
Computational Paralinguistics
得分3k
10
1
Image Classification
Computer Vision
Object Recognition
Object Detection
Feature Extraction
得分3k
11
1
Deep Learning
Convolutional Neural Networks
Machine Learning
Natural Scene
Integrated Camera
得分3k
12
19
Facial Expression
Face Recognition
Feature Extraction
Affective Computing
Support Vector Machines
得分2k
13
1
Question Answering
Image Retrieval
Feature Extraction
Image Annotation
Information Retrieval
得分2k
14
24
Facial Expression
Affective Computing
Face Recognition
Visual Emotion Challenge
FACE
得分2k
15
23
Psychology
Affective Computing
Emotion Recognition
Speech
Visual Emotion Challenge
得分2k
16
3
Emotion Recognition
Long Short-term Memory
Speech Recognition
Recurrent Neural Networks
Feature Extraction
得分2k
17
1
Feature Extraction
Visualization
Image Retrieval
Training
Robustness
得分2k
18
3
得分1k
19
3
得分1k
20
1
Semantics
Visualization
Feature Extraction
Binary Codes
Image Retrieval
得分1k
21
1
Visualization
Semantics
Feature Extraction
Deep Learning
Image Retrieval
得分1k
22
4
Visualization
Feature Extraction
Semantics
Image Retrieval
Binary Codes
得分1k
23
6
Image Retrieval
Feature Extraction
Visualization
Image Classification
Semantics
得分1k
24
10
Feature Extraction
Image Retrieval
Visualization
Semantics
Deep Learning
得分1k
25
4
Cloud Computing
Quality Of Service
Search-based Software Engineering
Service Composition
Multi-objective Optimization
得分1k
26
232
Emotion Recognition
Affective Computing
Computational Paralinguistics
Autism
Feature Extraction
得分1k
27
3
Visualization
Image Retrieval
Feature Extraction
Mobile Visual Search
Semantics
得分1k
28
5
Speech Recognition
Feature Extraction
Long Short-term Memory
Computational Paralinguistics
Non-negative Matrix Factorization
得分1k
29
1
Video Classification
Feature Extraction
Deep Learning
Image Classification
Visualization
得分1k
30
5
Image Retrieval
Online Learning
Machine Learning
Data Mining
Content-based Image Retrieval
得分1k
31
2
Deep Learning
Machine Learning
Artificial Intelligence
Concept Detection
Satellite Imagery
得分1k
32
4
System Testing
Feature Extraction
Test Case Generation
Test Coverage
Search-based Gui Testing
得分1k
33
7
Distance Metric Learning
Image Retrieval
Content-based Image Retrieval
Online Learning
Deep Learning
得分1k
34
7
Facial Image
Early Termination
Deep Learning
Image Retrieval
Auto Face Annotation
得分1k
35
-
Visualization
Semantics
Feature Extraction
Image Retrieval
Image Reconstruction
得分1k
36
7
Sound Event Detection
Computer Science
Machine Learning
Melody Extraction
Deep Learning
得分1k
37
5
Feature Extraction
Computational Complexity
Video Coding
Information Retrieval
Ubiquitous Computing
得分1k
38
3
Visualization
Feature Extraction
Image Retrieval
Social Media
Data Mining
得分1k
39
3
Image Retrieval
Feature Extraction
Support Vector Machine
Learning Artificial Intelligence
Computer Vision
得分1k
40
28
Feature Extraction
Image Classification
Image Segmentation
Visualization
Robustness
得分1k
41
6
Urban Sound
Dataset
Taxonomy
Sound And Music Computing
Content Analysis And Indexing
得分1k
42
6
Computer Science
Music
Information Retrieval
Machine Learning
Audio Signal Processing
得分1k
43
NEW
Computer Vision
Face Recognition
Feature Extraction
Image Classification
Motion Estimation
得分1k
44
2
Feature Extraction
Training
Visualization
Semantics
Computational Modeling
得分1k
45
9
Image Segmentation
Feature Extraction
Computational Modeling
Object Detection
Semantics
得分1k
46
39
Recommendation
Recommender Systems
Recommender System
Collaborative Filtering
Graph Neural Network
得分1k
47
5
Feature Extraction
Visualization
Computational Complexity
Experimental Result
Image Segmentation
得分1k
48
11
Cross-modal Retrieval
Feature Extraction
Semantics
Image Retrieval
Visualization
得分1k
49
17
Environmental Sound
Classification
Convolutional Neural Networks
Dataset
Environmental Sound Classification
得分993
50
9
Computer Science
Computer Vision
Artificial Intelligence
Deep Learning
High-dimensional Indexing
得分992
51
6
Semantics
Feature Extraction
Deep Learning
Human Parsing
Visualization
得分991
52
12
Image Retrieval
Feature Extraction
Learning Artificial Intelligence
Video Annotation
Semi Supervised Learning
得分978
53
2
Visualization
Feature Extraction
Semantics
Image Retrieval
Training
得分965
54
134
Depression
Affective Computing
Machine Learning
Convolutional Neural Networks
Emotion Recognition
得分960
55
26
Deep Learning
Video Signal Processing
Visualization
Object Detection
Image Restoration
得分948
56
254
Computer Science
Multimodal Interaction
Information Visualization
Data Mining
Multimodal Interface
得分926
57
21
Person Re-identification
Action Recognition
Interaction-aware Neural Network
Task Analysis
Multi-branch Deep Network
得分924
58
NEW
Person Re-identification
Action Recognition
Feature Extraction
Task Analysis
Robustness
得分924
59
NEW
得分924
60
21
Multiple Fusion
Virtual Velocity Loop
Uyghur-chinese Machine Translation
Uyghur Segmentation
Disturbance Observer
得分924
62
13
Semantics
Visualization
Indexing
Image Retrieval
Optimization
得分897
63
4
IEEE
ACM
Social Media
Computer Vision
Feature Extraction
Image Retrieval
Image Classification
得分893
64
NEW
Agency
Artificially Intelligent Decision Makers
得分884
65
25
Computer Vision
Feature Extraction
Image Retrieval
Human Computer Interaction
Image Classification
得分868
66
2346
Emotion Recognition
Voice Quality
Depression
Nonverbal Behavior
Machine Learning
得分867
67
14
Facial Expression
Affective Computing
Depression Recognition Challenge
Unipolar Depression
Continuous Value
得分867
68
NEW
Feature Extraction
Semantics
Visualization
Image Retrieval
Image Annotation
得分863
69
31
Distributed Optimization
Feature Extraction
Artificial Intelligence
Spatial Context
Pattern Recognition
得分845
70
32
Melampsora Larici-populina
Poplar
Face Recognition
Coprinus Comatus
Pathogenicity
得分845
71
34
得分843
72
24
Computer Vision
Object Recognition
Image Classification
Image Retrieval
Feature Extraction
得分830
73
44
Computer Science
Artificial Intelligence
Computer Vision
Artificial Neural Network
Training
得分812
74
30
Speech Recognition
Information Retrieval
Feature Extraction
Computer Science
Multimedia Event Detection
得分810
75
-
Mobile Device
Computer Science
DASH
Query Processing
Location Based Service
得分789
76
NEW
Recommendation
Collaborative Filtering
Graph Neural Network
Knowledge Graph
Feature Extraction
得分789
77
27
Feature Extraction
Visualization
Task Analysis
Image Retrieval
Solid Modeling
得分788
78
8
Feature Extraction
Visualization
Web Video
Image Retrieval
Computer Science
得分778
79
3
Personality Trait
Mobile Phone Data
Social Behavior
Machine Learning
Support Vector Machine
得分776
80
2
Feature Extraction
Image Retrieval
Image Classification
Computer Vision
Visualization
得分759
81
13
Visualization
Feature Extraction
Task Analysis
Image Emotion
Proposed Method
得分754
82
33
Video Classification
Deep Learning
CNN
Real Time
Graphics Hardware
得分744
83
21
Image Segmentation
Optical Character Recognition
Document Image
Text Analysis
Feature Extraction
得分743
84
19
Computer Science
Artificial Intelligence
Computer Vision
Pattern Recognition
Artificial Neural Network
得分732
85
23
Deep Learning
Convolutional Neural Network
Video Analysis
Video Classification
Crowd Counting
得分731
86
17
Feature Extraction
Collaborative Filtering
Image Retrieval
Layout
Information Retrieval
得分726
87
4
Deep Learning
Computer Science
Artificial Intelligence
Computer Vision
Image Search
得分718
88
11
Feature Extraction
Computer Science
Watermarking
Audio Signal Processing
Cryptography
得分702
89
3
Image Retrieval
Feature Extraction
Cross-media Retrieval
Computer Science
Digital Library
得分702
90
2
Computer Vision
Image Segmentation
Object Detection
Shape
Bayesian Inference
得分700
91
947
Machine Learning
Computational Paralinguistics
Affective Computing
Bag-of-audio-words
Emotion Recognition
得分696
92
50
Video Coding
Image Resolution
Image Reconstruction
Computational Complexity
Encoding
得分693
93
38
Recipe Retrieval
Cross-modal Retrieval
Deep Learning
Food Recognition
Ingredient Recognition
得分690
94
13
Speaker Recognition
Speech Recognition
Speaker Identification
Emotion Recognition
Feature Extraction
得分674
95
113
Task Analysis
Video Question Answering
Visualization
Knowledge Discovery
Reinforcement Learning
得分664
96
18
Feature Extraction
Visualization
Image Classification
Semantics
Computer Vision
得分662
97
11
Binary Codes
Semantics
Hashing
Visualization
Optimization
得分661
98
12
Sparse Representation
Visualization
Face Verification
Kinship Verification
Incremental Learning
得分645
99
12
Granular Flow
Microgravity
Intradermal Needle
Anisotropic Resistivity
Long-short Graph Memory Network
得分645
100
8
Image Segmentation
Computer Science
Cell Segmentation
Tracking
Deep Learning
得分634