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👋 Hi, I am Hyung-gun Chi (지형근) <🏠|🎓|📄>

I am a PhD student in Computer Engineering at Purdue University, advised by Professor Karthik Ramani. My research interests lie in Computer Vision, focusing on 3D Geometric Deep Learning and Action Analysis and their applications to AR/VR.

📄 Selected Publications

  • W. Roh, S. Lee, W. Ryoo, G. Oh, J. Lee, S. Hwang, H. Chi, and S. Kim. Functional Hand Type Prior for 3D Hand Pose Estimation and Action Recognition from Egocentric View Monocular Videos. BMVC (Oral), 2023.
  • H. Chi, K. Lee, N. Agarwal, K. Ramani, and C. Choi. AdamsFormer for Spatial Action Localization in the Future. CVPR, 2023.
  • Y. Xu, A. Bazarjani, H. Chi, C. Choi, and Y. Fu. Uncovering the Missing Pattern: Unified Framework Towards Trajectory Imputation and Prediction. CVPR, 2023.
  • H. Chi*, S. Chi*, S. Chan, and Karthik Ramani. Pose Relation Transformer : Refine Occlusions for Human Pose Estimation. ICRA, 2023. [CODE]
  • H. Chi*, M. H. Ha*, S. Chi, S. Lee, Q. Huang, and Karthik Ramani. InfoGCN : Representation Learning for Human Skeleton-based Action Recognition. CVPR, 2022. [CODE]
  • H. Chi*, S. Kim*, X. Hu, Q. Huang, and Karthik Ramani. A Large-scale Annotated Mechanical Components Benchmark for Classification and Retrieval Tasks with Deep Neural Networks. ECCV, 2020. [CODE]
  • S. Kim, H. Chi, and Karthik Ramani. First-Person View Hand Segmentation of Multi-Modal Hand Activity Video Dataset. BMVC, 2020.

💻 Skills

  • Language : Python, Matlab, C/C++, SQL, JavaScript, HTML, CSS, PHP
  • Machine/Deep Learning : PyTorch, TensorFlow, Keras
  • Web Programming : MYSQL/mongoDB, Flask/Node.js
  • CAD Tool : Creo Parametric, SolidWorks, AutoCAD
  • ETC : GAZEBO, ROS

Hyung-gun Chi's Projects

3d-thermal-modeling- icon 3d-thermal-modeling-

This work aims at creating a 3D thermal model of indoor environments using a combination of a thermal camera and a RGBD camera.

ctr-gcn icon ctr-gcn

[ICCV2021] Official code for "Channel-wise Topology Refinement Graph Convolution for Skeleton-Based Action Recognition"

deepvis-preddiff icon deepvis-preddiff

Visualizing Deep Neural Network Decisions: Prediction Difference Analysis

detectron2 icon detectron2

Detectron2 is FAIR's next-generation platform for object detection and segmentation.

dotfiles icon dotfiles

:house: Personal dotfiles for *NIX systems

g2lgan icon g2lgan

Global-to-Local Generative Model for 3D Shapes

github-add-youtube-video icon github-add-youtube-video

A Greasemonkey script to better integrate Youtube videos in Github markdown (pull requests, issues, comments, ...).

infogcn icon infogcn

Official implementation for "InfoGCN: Representation Learning for Human Skeleton-Based Action Recognition"

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