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Jin Sun

Computer Vision Deep Learning For Human Understanding Visual Analysis Of Complex Environments AI For Healthcare Advancement AI In Scientific Discovery
University of Georgia School of Computing

About

I'm an Assistant Professor in the School of Computing and a faculty fellow at the Institute for Artificial Intelligence at the University of Georgia. I'm also a Lilly Teaching Fellow. My main research area is computer vision--understanding our world using visual data with the help of state-of-the-art deep learning models. In particular, I'm passionate about understanding people in diverse and complex environment using images and videos. I believe A.I. can and should be developed to improve people's quality of life. I am actively collaborating with researchers across disciplines to apply A.I. in scientific discovery, healthcare advancement, and societal challenges, aiming to create meaningful impact beyond traditional computer vision applications.

Research Performance Summary

52
Total Papers
1799
Total Citations
21
H-Index
2010-2026
Active Research Span

First Recorded Paper

Object category classification using occluding contours

Year: 2010

Citations: 5

Venue: International Symposium on Visual Computing

Latest Recorded Paper

Dense cotton boll counting with transformer-based video tracking and a customized phenotyping robot for data collection

Year: 2026

Citations: 1

Venue: Computers and Electronics in Agriculture 240

Last 10 Years Publication Activity

This timeline shows the professor's yearly publication activity.

2026
1
2025
8
2024
12
2023
10
2021
3
2020
4
2019
1
2018
2
2017
4
2014
2
2013
3

Publication Venues and Collaboration

Journal, Conference, and Book Publication Breakdown

Conference 19
Journal 3
Book 1

Top Coauthors

Sun Liu Song

Research Impact by Period

2025-2026

Period Stats
Papers 9
Citations 47
Avg. Citations / Paper 5.2
H-Index 4

2020-2024

Period Stats
Papers 29
Citations 891
Avg. Citations / Paper 30.7
H-Index 14

2015-2019

Period Stats
Papers 7
Citations 478
Avg. Citations / Paper 68.3
H-Index 6

2010-2014

Period Stats
Papers 7
Citations 383
Avg. Citations / Paper 54.7
H-Index 5

Contact and Professional Links

Contact Information

jinsun@uga.edu

Detected Research Keywords

Google Street View System Method Augmented Method Augmented Reality Augmented Reality Efficient Reality Efficient Collection Efficient Collection Training Collection Training Data Training Data Machine Data Machine Learning Semi Supervised Conditional