Leaderboards/Image and Object Detection Techniques

Image and Object Detection Techniques

Last updated July 7, 2026

Rising Stars

New and hot

Rising Stars Researchers

1
Wael Saideni
Unknown
2
Zhonghe Ren
Tianjin University
3
Yeongmin Ko
Gwangju Institute of Science and Technology
4
Marco Rudolph
Leibniz University Hannover
5
Bowen Wen
Rutgers, The State University of New Jersey
6
Xavier Soria Poma
Universitat Autònoma de Barcelona
7
Sarvesh Sundaram
Northeastern University
8
Rémi Pautrat
ETH Zurich
9
Ivan Shugurov
Siemens (Germany)
10
Yongbing Zhou
Science and Technology Department of Sichuan Province

Rising Stars Papers

1
FoundationPose: Unified 6D Pose Estimation and Tracking of Novel Objects
Unknown Journal|2024
229 cit.
2
FoundationStereo: Zero-Shot Stereo Matching
Unknown Journal|2025
41 cit.
3
Learning management systems for higher education: a brief comparison
Discover Education|2024
32 cit.
4
Technical language processing for Prognostics and Health Management: applying text similarity and topic modeling to maintenance work orders
Journal of Intelligent Manufacturing|2024
17 cit.
5
Few-Shot Defect Detection of Printed Circuit Board via Efficient Multiscale Channel Attention Mechanism and Adaptive Weight
IEEE Transactions on Instrumentation and Measurement|2026
1 cit.
6
Multi-Directional Pixel Array Computation for Efficient Pupil Localization in Gaze Estimation
IEEE Transactions on Emerging Topics in Computational Intelligence|2025
0 cit.
7
Low-light Data Augmentation-based Object Detection for Nighttime Smart Yard Safety Management
Journal of the Institute of Electronics and Information Engineers|2025
0 cit.
8
LDINet: a lightweight defect inspection network for printed circuit boards combining attention mechanism and cross-scale fusion strategy
Measurement Science and Technology|2026
0 cit.

Emerging Leaders

Gaining momentum

Emerging Leaders Researchers

1
Suha Kwak
Pohang University of Science and Technology
2
Matthias NieBner
Technical University of Munich
3
Hengshuang Zhao
University of Hong Kong
4
Ming‐Ming Cheng
Nankai University
5
Wooram Choi
University of Manitoba
6
Bastian Wandt
University of British Columbia
7
Hui Kong
University of Macau
8
Yihang Chen
Line Corporation (Japan)
9
Fisher Yu
ETH Zurich
10
Shuanglong Niu
Jiangsu Key Laboratory of 3D Printing Equipment and Manufacturing

Emerging Leaders Papers

1
Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data
Unknown Journal|2024
889 cit.
2
Point Transformer V3: Simpler, Faster, Stronger
Unknown Journal|2024
427 cit.
3
Dual Aggregation Transformer for Image Super-Resolution
Unknown Journal|2023
385 cit.
4
Dense Depth Priors for Neural Radiance Fields from Sparse Input Views
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)|2022
325 cit.
5
DriveGPT4: Interpretable End-to-End Autonomous Driving Via Large Language Model
IEEE Robotics and Automation Letters|2024
316 cit.
6
Fully Convolutional Cross-Scale-Flows for Image-based Defect Detection
2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)|2022
310 cit.
7
P2T: Pyramid Pooling Transformer for Scene Understanding
IEEE Transactions on Pattern Analysis and Machine Intelligence|2022
291 cit.
8
Asymmetric Student-Teacher Networks for Industrial Anomaly Detection
2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)|2023
226 cit.
9
Localization Distillation for Dense Object Detection
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)|2022
183 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
Guillermo Sapiro
Duke University
2
Josef Kittler
University of Surrey
3
Pascal Fua
École Polytechnique Fédérale de Lausanne
4
Robert B. Fisher
University of Edinburgh
5
Steven D. Blostein
Queen's University
6
Andrew K. C. Wong
University of Toronto
7
Francesc Moreno-Noguer
Institut de Robòtica i Informàtica Industrial
8
J. Michael Brady
Applied Technologies (United States)
9
Linda G. Shapiro
University of Washington
10
Grégory Randall
Universidad de la República de Uruguay

Current Senior Leaders Papers

1
On combining classifiers
IEEE Transactions on Pattern Analysis and Machine Intelligence|1998
5.3k cit.
2
Geodesic Active Contours
International Journal of Computer Vision|1997
5.2k cit.
3
Least-Squares Fitting of Two 3-D Point Sets
IEEE Transactions on Pattern Analysis and Machine Intelligence|1987
3.9k cit.
4
A new method for gray-level picture thresholding using the entropy of the histogram
Computer Vision Graphics and Image Processing|1985
3.7k cit.
5
SUSAN—A New Approach to Low Level Image Processing
International Journal of Computer Vision|1997
3.3k cit.
6
EPnP: An Accurate O(n) Solution to the PnP Problem
International Journal of Computer Vision|2008
3.2k cit.
7
Floating search methods in feature selection
Pattern Recognition Letters|1994
3.1k cit.
8
Direct least square fitting of ellipses
IEEE Transactions on Pattern Analysis and Machine Intelligence|1999
2.7k cit.
9
Online Learning for Matrix Factorization and Sparse Coding
Unknown Journal|2010
2.3k cit.
10
A collaborative framework for 3D alignment and classification of heterogeneous subvolumes in cryo-electron tomography
Journal of Structural Biology|2012
2.3k cit.

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