Leaderboards/Image Retrieval and Classification Techniques

Image Retrieval and Classification Techniques

Last updated July 7, 2026

Rising Stars

New and hot

Rising Stars Researchers

1
Rinon Gal
Tel Aviv University
2
Yaolei Qi
Southeast University
3
Alberto Baldrati
University of Florence
4
Dailan He
Chinese University of Hong Kong
5
Yiqin Zhu
Hunan University
6
Shi-Xue Zhang
University of Science and Technology Beijing
7
Xianping Ma
Southwest Jiaotong University
8
Haoyuan Chen
State Grid Corporation of China (China)
9
Shekhar Karanwal
GLA University
10
Tiansheng Yao
Google (United States)

Rising Stars Papers

1
RS <sup>3</sup> Mamba: Visual State Space Model for Remote Sensing Image Semantic Segmentation
IEEE Geoscience and Remote Sensing Letters|2024
276 cit.
2
A Multilevel Multimodal Fusion Transformer for Remote Sensing Semantic Segmentation
IEEE Transactions on Geoscience and Remote Sensing|2024
213 cit.
3
SAM-Assisted Remote Sensing Imagery Semantic Segmentation With Object and Boundary Constraints
IEEE Transactions on Geoscience and Remote Sensing|2024
114 cit.
4
Decomposition-Based Unsupervised Domain Adaptation for Remote Sensing Image Semantic Segmentation
IEEE Transactions on Geoscience and Remote Sensing|2024
32 cit.
5
Adjacent-Scale Multimodal Fusion Networks for Semantic Segmentation of Remote Sensing Data
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing|2024
26 cit.
6
A Unified Framework With Multimodal Fine-Tuning for Remote Sensing Semantic Segmentation
IEEE Transactions on Geoscience and Remote Sensing|2025
26 cit.
7
Breathing Life Into Sketches Using Text-to-Video Priors
Unknown Journal|2024
23 cit.
8
Inverse-Like Antagonistic Scene Text Spotting via Reading-Order Estimation and Dynamic Sampling
IEEE Transactions on Image Processing|2024
16 cit.
9
Robust face descriptor in unconstrained environments
Expert Systems with Applications|2024
9 cit.
10
MS-UNet: Multi-Scale Nested UNet for Medical Image Segmentation with Few Training Data Based on an ELoss and Adaptive Denoising Method
Mathematics|2024
8 cit.

Emerging Leaders

Gaining momentum

Emerging Leaders Researchers

1
Mingliang Wang
Shanghai Micro Satellite Engineering Center
2
Xuelong Li
China Telecom (China)
3
Wanfu Gao
Jilin University
4
Ishan Misra
Meta (Israel)
5
Zenghui Sun
Alibaba Group (United States)
6
Muhammad Majid
Tianjin University
7
Sayed Mohammad Ahmad
Larus Technologies (Canada)
8
Wenwu Ou
Alibaba Group (China)
9
Zhongliang Wei
Anhui University of Science and Technology
10
Errui Ding
Vision Technology (United States)

Emerging Leaders Papers

1
ImageBind One Embedding Space to Bind Them All
Unknown Journal|2023
712 cit.
2
GS-SLAM: Dense Visual SLAM with 3D Gaussian Splatting
Unknown Journal|2024
284 cit.
3
Omnivore: A Single Model for Many Visual Modalities
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)|2022
187 cit.
4
A Novel Representation Learning for Dynamic Graphs Based on Graph Convolutional Networks
IEEE Transactions on Cybernetics|2022
179 cit.
5
Cut and Learn for Unsupervised Object Detection and Instance Segmentation
Unknown Journal|2023
168 cit.
6
An Effective and Efficient Algorithm for K-Means Clustering With New Formulation
IEEE Transactions on Knowledge and Data Engineering|2022
142 cit.
7
Rope3D: The Roadside Perception Dataset for Autonomous Driving and Monocular 3D Object Detection Task
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)|2022
138 cit.
8
Positive-Incentive Noise
IEEE Transactions on Neural Networks and Learning Systems|2022
128 cit.
9
Feature-specific mutual information variation for multi-label feature selection
Information Sciences|2022
100 cit.
10
Multi-label feature selection via robust flexible sparse regularization
Pattern Recognition|2022
97 cit.

Current Senior Leaders

Established & currently active

Current Senior Leaders Researchers

1
Li Fei-Fei
Princeton University
2
Jitendra Malik
Berkeley College
3
Matti Pietikäinen
University of Oulu
4
Andrew Zisserman
University of Oxford
5
Lawrence K. Saul
Boston Children's Hospital
6
Antonio Torralba
Citigroup
7
Pietro Perona
California Institute of Technology
8
H. Sebastian Seung
University of Wisconsin–Madison
9
Thomas S. Huang
University of Illinois Urbana-Champaign
10
Jean Ponce
Centre National de la Recherche Scientifique

Current Senior Leaders Papers

1
Very Deep Convolutional Networks for Large-Scale Image Recognition
arXiv (Cornell University)|2014
75.5k cit.
2
ImageNet: A large-scale hierarchical image database
2009 IEEE Conference on Computer Vision and Pattern Recognition|2009
61.8k cit.
3
ImageNet Large Scale Visual Recognition Challenge
International Journal of Computer Vision|2015
40.2k cit.
4
Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation
Unknown Journal|2014
31.8k cit.
5
The Pascal Visual Object Classes (VOC) Challenge
International Journal of Computer Vision|2009
19.5k cit.
6
Normalized cuts and image segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence|2000
15.7k cit.
7
Nonlinear Dimensionality Reduction by Locally Linear Embedding
Science|2000
15k cit.
8
Learning the parts of objects by non-negative matrix factorization
Nature|1999
14.1k cit.
9
Scale-space and edge detection using anisotropic diffusion
IEEE Transactions on Pattern Analysis and Machine Intelligence|1990
12k cit.
10
Learning Deep Features for Discriminative Localization
Unknown Journal|2016
10.8k cit.

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