Leaderboards/Video Surveillance and Tracking Methods

Video Surveillance and Tracking Methods

Last updated July 7, 2026

Rising Stars

New and hot

Rising Stars Researchers

1
Tianwei Yin
Zhejiang University
2
Yutao Cui
Second Affiliated Hospital of Jilin University
3
Syed Sahil Abbas Zaidi
Technological University of the Shannon: Midlands Midwest
4
Talmo Pereira
Salk Institute for Biological Studies
5
Dulari Bhatt
Parul University
6
Jinkun Cao
Carnegie Mellon University
7
Simon Vandenhende
ETH Zurich
8
Zixuan Chen
Zhejiang University
9
Ce Zheng
Carnegie Mellon University
10
Runsheng Xu
University of California, Los Angeles

Rising Stars Papers

1
DEA-Net: Single Image Dehazing Based on Detail-Enhanced Convolution and Content-Guided Attention
IEEE Transactions on Image Processing|2024
759 cit.
2
One-Step Diffusion with Distribution Matching Distillation
Unknown Journal|2024
79 cit.
3
MixFormer: End-to-End Tracking With Iterative Mixed Attention
IEEE Transactions on Pattern Analysis and Machine Intelligence|2024
70 cit.
4
Fast and Efficient Root Phenotyping via Pose Estimation
Plant Phenomics|2024
14 cit.
5
From Slow Bidirectional to Fast Autoregressive Video Diffusion Models
Unknown Journal|2025
8 cit.
6
UltraFusion: Ultra High Dynamic Imaging using Exposure Fusion
Unknown Journal|2025
7 cit.
7
Research on the Leaching of Calcium Ions from De-vanadiumized Steel Slag for Indirect CO2 Mineral Sequestration: Thermodynamics, Kinetics, and Parameter Optimization
Metallurgical and Materials Transactions B|2024
6 cit.
8
Multi-Object Tracking by Hierarchical Visual Representations
Unknown Journal|2024
4 cit.
9
CooHOI: Learning Cooperative Human-Object Interaction with Manipulated Object Dynamics
Unknown Journal|2024
3 cit.
10
Omnigrasp: Grasping Diverse Objects with Simulated Humanoids
Unknown Journal|2024
3 cit.

Emerging Leaders

Gaining momentum

Emerging Leaders Researchers

1
Jie Chen
Chengdu University of Information Technology
2
Xuelong Li
China Telecom (China)
3
Zhangyang Wang
The University of Texas at Austin
4
Philipp Krähenbühl
Stanford University
5
Shiliang Zhang
Peking University
6
Christoph Feichtenhofer
Meta (Israel)
7
Houwen Peng
Microsoft Research (United Kingdom)
8
Eleonora Vig
Amazon (Germany)
9
Fisher Yu
ETH Zurich
10
Hemant Ghayvat
Linnaeus University

Emerging Leaders Papers

1
DETRs Beat YOLOs on Real-time Object Detection
Unknown Journal|2024
3.3k cit.
2
TrackFormer: Multi-Object Tracking with Transformers
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)|2022
945 cit.
3
MViTv2: Improved Multiscale Vision Transformers for Classification and Detection
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)|2022
722 cit.
4
Masked Feature Prediction for Self-Supervised Visual Pre-Training
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)|2022
528 cit.
5
Dual Aggregation Transformer for Image Super-Resolution
Unknown Journal|2023
385 cit.
6
Cross-view Transformers for real-time Map-view Semantic Segmentation
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)|2022
285 cit.
7
GS-SLAM: Dense Visual SLAM with 3D Gaussian Splatting
Unknown Journal|2024
284 cit.
8
Global Tracking Transformers
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)|2022
187 cit.
9
A Novel Representation Learning for Dynamic Graphs Based on Graph Convolutional Networks
IEEE Transactions on Cybernetics|2022
179 cit.
10
SHIFT: A Synthetic Driving Dataset for Continuous Multi-Task Domain Adaptation
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)|2022
176 cit.

Current Senior Leaders

Established & currently active

Current Senior Leaders Researchers

1
Jian Sun
University of Macau
2
Bernt Schiele
Technische Universität Darmstadt
3
Ming–Hsuan Yang
University of California, Merced
4
Mubarak Shah
University of Central Florida
5
Luc Van Gool
Sofia University "St. Kliment Ohridski"
6
Xiaogang Wang
University of Science and Technology of China
7
Raquel Urtasun
Toyota Technological Institute at Chicago
8
Andrew Zisserman
University of Oxford
9
Li Fei-Fei
Princeton University
10
Mohan M. Trivedi
Robotics Research (United States)

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
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
IEEE Transactions on Pattern Analysis and Machine Intelligence|2016
54.2k cit.
4
ImageNet Large Scale Visual Recognition Challenge
International Journal of Computer Vision|2015
40.2k cit.
5
The Pascal Visual Object Classes (VOC) Challenge
International Journal of Computer Vision|2009
19.5k cit.
6
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification
Unknown Journal|2015
18.8k cit.
7
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
arXiv (Cornell University)|2015
18.2k cit.
8
Speeded-Up Robust Features (SURF)
Computer Vision and Image Understanding|2008
13.4k cit.
9
The Cityscapes Dataset for Semantic Urban Scene Understanding
Unknown Journal|2016
11.9k cit.
10
Vision meets robotics: The KITTI dataset
The International Journal of Robotics Research|2013
9.7k cit.

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