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 in computer vision and machine learning, mainly focusing on visual understanding in an open world based on tasks of 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.
Here is my CV for more info!
Contact: minji@snu.ac.kr
🔥 News
- July 2022: Our paper about scaling the frame-level training of trackers towards the sequence level has been accepted at ECCV 2022.
- April 2022: Our paper about online hybrid lightweight representation learning for visual tracking has been accepted at IJCAI 2022.
📖 Education
Ph.D. in Electrical and Computer Engineering
Seoul National University
Mar 2020 - (now)
B.S. in Electrical and Electronics Engineering
Konkuk University
GPA 4.31/4.50, Class Rank 2/86
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
[Code]
Online Hybrid Lightweight Representations Learning: Its Application to Visual Tracking
Ilchae Jung, Minji Kim, Eunhyeok Park, Bohyung Han
IJCAI 2022
🗄 Industrial Projects
Tiny Object Detection in EO/IR Images
Agency for Defense Development (ADD)
Jan 2022 - (now)
🎖 Honors and Awards
Undergraduate Best Paper Award
IPIU 2019
Rotatable Elliptical Motion Model-based Thermal Tracking for Intelligent Livestock Breeding
Feb 2019, Jeju, South Korea
3rd Place Award
Intel FPGA Design Contest 2017
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