Publications

PRE-PRINTS

DRAMA: Joint Risk Localization and Reasoning in Driving Scenarios
Srikanth Malla, Chiho Choi, Joon Hee Choi, Isht Dwivedi and Jiachen Li.
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2023 (To appear) .

PEER-REVIEWED JOURNALS & CONFERENCES

Shared Cross-Modal Trajectory Prediction for Autonomous Driving
*Chiho Choi, *Joon Hee Choi, Jiachen Li and Srikanth Malla.
Conference on Computer Vision and Pattern Recognition (CVPR), 2021 (Oral) (* Co-first author).

Artificial Neural Network Utilizing ACE and Self-Attention for Sequence Labeling
Jongmin Lee and Joon Hee Choi.
Journal of Korean Institute of Intelligent Systems, 31(2), pp 127-135, 2021.

DROGON: A Trajectory Prediction Model based on Intention-Conditioned Behavior Reasoning
Chiho Choi, Abhishek Patil, Srikanth Malla and Joon Hee Choi.
Conference on Robot Learning (CoRL), 2020.

Optimal Combination of Image Denoisers
Joon Hee Choi, Omar Elgendy and Stanley Chan.
IEEE Transactions on Image Processing (TIP), 28(8), pp. 4016-4031, Aug. 2019.

Reduce latency for real-time single-image super resolution application significance
Chung-Chi Tsai, Shang-Chih Chuang, Joon-Hee Choi, Joonsoo Kim and Xiaoyun Jiang.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2019.

Image Reconstruction for Quanta Image Sensors Using Deep Neural Networks
Joon Hee Choi, Omar Elgendy and Stanley Chan.
International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp 6543–6547, 2018.

A Super-Resolution and Fusion Approach to Enhancing Hyperspectral Images
Chiman Kwan, Joon Hee Choi, Stanley Chan, Jin Zhou and Bence Budavari.
Remote Sensing, 10(9), 1416, 2018.

Resolution Enhancement for Hyperspectral Images: A Super-Resolution and Fusion Approach
Chiman Kwan, Joon Hee Choi, Stanley Chan, Jin Zhou and Bence Budavari.
International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp 6180–6184, 2017.

Denoising Stimulated Raman Spectroscopic Images by Total Variation Minimization
Chien-Sheng Liao, Joon Hee Choi, Delong Zhang, Stanley H. Chan and Ji-Xin Cheng.
Journal of Physical Chemistry C, 119 (33), pp 19397–19403, 2015.

Collaborative Filtering Approach to Real-Time Hand Pose Estimation
Chiho Choi, Ayan T. Sinha, Joon Hee Choi, Sujin Jang and Karthik Ramani.
International Conference on Computer Vision (ICCV), pp 2336–2344, 2015.

DFacTo: Distributed Factorization of Tensors
Joon Hee Choi and S.V.N. Vishwanathan.
Advances in Neural Information Processing Systems (NIPS), pp 1296–1304, 2014