Leaderboards/Image and Video Stabilization

Image and Video Stabilization

Last updated July 7, 2026

Rising Stars

New and hot

Rising Stars Researchers

1
Kelvin C. K. Chan
Nanyang Technological University
2
Liya Zhu
PLA Information Engineering University
3
Xuetao Xie
China University of Petroleum, East China
4
Wennan Huan
Fudan University
5
Yufei Xu
Chongqing University of Technology
6
Melek Alaftekin
Iğdır Üniversitesi
7
Chunbin Qin
Henan University of Technology
8
Shuaishuai Sui
National University of Defense Technology
9
Zhikai Hu
Hong Kong Baptist University
10
Yao-Chih Lee
University of Maryland, College Park

Rising Stars Papers

1
Adaptive critic design for safety-optimal FTC of unknown nonlinear systems with asymmetric constrained-input
ISA Transactions|2024
109 cit.
2
Real-time sign language recognition based on YOLO algorithm
Neural Computing and Applications|2024
56 cit.
3
Unsupervised image stitching based on Generative Adversarial Networks and feature frequency awareness algorithm
Applied Soft Computing|2025
50 cit.
4
Observer based fault tolerant control design for saturated nonlinear systems with full state constraints via a novel event-triggered mechanism
Engineering Applications of Artificial Intelligence|2025
45 cit.
5
Reinforcement learning for single-agent to multi-agent systems: from basic theory to industrial application progress, a survey
Artificial Intelligence Review|2025
43 cit.
6
Reinforcement learning-based secure tracking control for nonlinear interconnected systems: An event-triggered solution approach
Engineering Applications of Artificial Intelligence|2025
42 cit.
7
Cross-Modal Hashing Method With Properties of Hamming Space: A New Perspective
IEEE Transactions on Pattern Analysis and Machine Intelligence|2024
41 cit.
8
Event-triggered H∞ control for unknown constrained nonlinear systems with application to robot arm
Applied Mathematical Modelling|2025
36 cit.
9
Integral reinforcement learning-based dynamic event-triggered safety control for multiplayer Stackelberg–Nash games with time-varying state constraints
Engineering Applications of Artificial Intelligence|2024
17 cit.
10
Dynamic event-triggered approximate optimal consensus control for unknown nonlinear multi-agent systems via adaptive dynamic programming
ISA Transactions|2026
11 cit.

Emerging Leaders

Gaining momentum

Emerging Leaders Researchers

1
Qiqi Fu
Fudan University
2
Donghua Jiang
Chang'an University
3
Ronglong Zhou
Guangxi Normal University
4
Yingpin Chen
Minnan Normal University
5
Zhiqiu Xia
Qilu University of Technology
6
Lunan Zheng
Nanyang Technological University
7
Xiaoqian Ye
China Mobile (China)
8
Chuan Zhang
China National Nuclear Corporation
9
Jingyan Du
Guizhou University
10
Shailaja Mohite
Unknown

Emerging Leaders Papers

1
A stable meaningful image encryption scheme using the newly-designed 2D discrete fractional-order chaotic map and Bayesian compressive sensing
Signal Processing|2022
130 cit.
2
An efficient double-image encryption and hiding algorithm using a newly designed chaotic system and parallel compressive sensing
Information Sciences|2022
81 cit.
3
Real-Time High-Quality Computer-Generated Hologram Using Complex-Valued Convolutional Neural Network
IEEE Transactions on Visualization and Computer Graphics|2023
72 cit.
4
Visually meaningful image encryption scheme based on new-designed chaotic map and random scrambling diffusion strategy
Chaos Solitons & Fractals|2022
59 cit.
5
ASB-CS: Adaptive sparse basis compressive sensing model and its application to medical image encryption
Expert Systems with Applications|2023
58 cit.
6
A novel visually meaningful image encryption algorithm based on parallel compressive sensing and adaptive embedding
Expert Systems with Applications|2022
51 cit.
7
A New Cross Ring Neural Network: Dynamic Investigations and Application to WBAN
IEEE Internet of Things Journal|2022
47 cit.
8
Novel Tabu learning neuron model with variable activation gradient and its application to secure healthcare
Chaos Solitons & Fractals|2024
30 cit.
9
DDCM: Cracking Anonymized Facial Images Using Denoising Diffusion Cryptanalytic Model
IEEE Transactions on Consumer Electronics|2025
28 cit.
10
Geometric attacks resistant double zero-watermarking using discrete Fourier transform and fractional-order Exponent-Fourier moments
Digital Signal Processing|2023
23 cit.

Current Senior Leaders

Established & currently active

Current Senior Leaders Researchers

1
Hong-Yuan Mark Liao
Unknown
2
Gwo‐Jong Yu
Aletheia University
3
Aseem Agarwala
Adobe Systems (United States)
4
Heung‐Yeung Shum
Tsinghua University
5
David Zhang
Medical College of Wisconsin
6
Michael R. Lyu
Chinese University of Hong Kong
7
Michal Irani
Weizmann Institute of Science
8
Jian Sun
Wuhu Institute of Technology
9
Rama Chellappa
Johns Hopkins University
10
Atalay Barkana
Institute of Electrical and Electronics Engineers

Current Senior Leaders Papers

1
Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence|2015
11.4k cit.
2
YOLOv7: Trainable Bag-of-Freebies Sets New State-of-the-Art for Real-Time Object Detectors
Unknown Journal|2023
11k cit.
3
R-FCN: Object Detection via Region-based Fully Convolutional Networks
arXiv (Cornell University)|2016
3.4k cit.
4
Human and machine recognition of faces: a survey
Proceedings of the IEEE|1995
2.5k cit.
5
Improving resolution by image registration
CVGIP Graphical Models and Image Processing|1991
1.9k cit.
6
Super-resolution from a single image
Unknown Journal|2009
1.9k cit.
7
Learning to Detect a Salient Object
IEEE Transactions on Pattern Analysis and Machine Intelligence|2010
1.8k cit.
8
Scaled-YOLOv4: Scaling Cross Stage Partial Network
Unknown Journal|2021
1.6k cit.
9
Human Action Recognition by Representing 3D Skeletons as Points in a Lie Group
Unknown Journal|2014
1.6k cit.
10
Online palmprint identification
IEEE Transactions on Pattern Analysis and Machine Intelligence|2003
1.5k cit.

Indexing Image and Video Stabilization Reagents

Citation data for reagents in this field is currently compiling.