About Me
Hi! I am a third-year Ph.D. student at SNU Computer Vision Lab, advised by Prof. Bohyung Han. My research interest is Computer Vision and Machine Learning, mainly focusing on object-level understanding in visual perception systems such as object detection, tracking, and segmentation. I am also interested in diversity and accessibility in AI. I dream of a society where technology is open for all, including people with disabilities, children, and racial/gender minorities.
See my CV for more info
Contact: minji@snu.ac.kr
🔥 News
- July 2022: new paper accepted in ECCV’22: Towards Sequence-Level Training for Visual Tracking.
- April 2022: new paper accepted in IJCAI’22: Online Hybrid Lightweight Representations Learning: Its Application to Visual Tracking.
📖 Education
Ph.D. in Electrical and Computer Engineering
Seoul National University
Mar 2020 - (now)
B.S. in Electrical and Electronics Engineering
Konkuk University
Mar 2016 - Feb 2020
📝 Publications
Towards Sequence-Level Training for Visual Tracking
Minji Kim*, Seungkwan Lee*, Jungseul Ok, Bohyung Han, Minsu Cho (*Equal Contribution)
ECCV 2022 (To appear)
[Code]
Online Hybrid Lightweight Representations Learning: Its Application to Visual Tracking
Ilchae Jung, Minji Kim, Eunhyeok Park, Bohyung Han
IJCAI 2022
Top-down Thermal Tracking Based on Rotatable Elliptical Motion Model for Intelligent Livestock Breeding
Minji Kim, Wonjun Kim
Multimedia Systems, 2020
🗄 Projects
Tiny Object Detection in EO/IR Images
Agency for Defense Development (ADD)
Jan 2022 - (now)
🎖 Honors and Awards
Undergraduate Best Paper Award
31th Workshop on Image Processing and Image Understanding (IPIU)
Rotatable Elliptical Motion Model-based Thermal Tracking for Intelligent Livestock Breeding
Feb 2019, Jeju, South Korea
3rd Prize on 2017 Intel FPGA Design Contest
Intel Korea Ltd./PSG & Axios
Video Stabilization Based on Heterogeneous Computing Using OpenCL
Dec 2017, Seoul, South Korea
Academic Scholarship
Konkuk University
2016 - 2019
💻 Services
Reviewer
TPAMI, MVAP
Teaching Assistant
Dependable Deep Neural Networks SNU 430.659 (Prof. Bohyung Han), Spring 2022
Data Structures SNU 430.217 (Prof. Bohyung Han), Fall 2021
Samsung AI Project on Visual Object Tracking Samsung Electronics, May & July 2020
💪 Leadership
President of BOOT&4DIM
Electronics Engineering Academic Club, Konkuk University, 2018
Seminar Lecturer: Image Processing with OpenCV, C/C++ Programming, Data Structures
Mentoring: embedded software team projects, algorithm competitions