Author

Won Choi

Associate Professor, Dept. of Electrical Engineering, Hanyang University - Cited by 3,874 - Signal processing - machine learning - intelligent vehicles - perception - behavior prediction

Biography

Department of Human Nutrition, Food and Animal Sciences, University of Hawaii, 1955 East-West Road, Honolulu, HI 96822, USA Department of Human Nutrition, Food and Animal Sciences, University of Hawaii, 1955 East-West Road, Honolulu, HI 96822, USA
Title
Cited by
Year
Sequence-to-sequence prediction of vehicle trajectory via LSTM encoder-decoder architecture
SH Park, BD Kim, CM Kang, CC Chung, JW Choi2018 IEEE intelligent vehicles symposium (IV), 1672-1678, 2018201
445
2018
3d-cvf: Generating joint camera and lidar features using cross-view spatial feature fusion for 3d object detection
JH Yoo, Y Kim, J Kim, JW ChoiComputer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020202
280
2020
VisDrone-DET2019: The vision meets drone object detection in image challenge results
D Du, P Zhu, L Wen, X Bian, H Lin, Q Hu, T Peng, J Zheng, X Wang, ...Proceedings of the IEEE/CVF international conference on computer vision …, 2019201
163
2019
Robust deep multi-modal learning based on gated information fusion network
J Kim, J Koh, Y Kim, J Choi, Y Hwang, JW ChoiAsian Conference on Computer Vision, 90-106, 2018201
62
2018
Scale-net: Scalable vehicle trajectory prediction network under random number of interacting vehicles via edge-enhanced graph convolutional neural network
H Jeon, J Choi, D Kum2020 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2020202
50
2020
Lapred: Lane-aware prediction of multi-modal future trajectories of dynamic agents
BD Kim, SH Park, S Lee, E Khoshimjonov, D Kum, J Kim, JS Kim, JW ChoiProceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021202
50
2021
Downlink pilot precoding and compressed channel feedback for FDD-based cell-free systems
S Kim, JW Choi, B ShimIEEE Transactions on Wireless Communications 19 (6), 3658-3672, 2020202
38
2020
Efficient beam training and sparse channel estimation for millimeter wave communications under mobility
SH Lim, S Kim, B Shim, JW ChoiIEEE Transactions on Communications 68 (10), 6583-6596, 2020202
32
2020
Grif net: Gated region of interest fusion network for robust 3d object detection from radar point cloud and monocular image
Y Kim, JW Choi, D Kum2020 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2020202
28
2020
Deep learning-based beam tracking for millimeter-wave communications under mobility
SH Lim, S Kim, B Shim, JW ChoiIEEE Transactions on Communications 69 (11), 7458-7469, 2021202
26
2021
Robust camera lidar sensor fusion via deep gated information fusion network
J Kim, J Choi, Y Kim, J Koh, CC Chung, JW Choi2018 IEEE Intelligent Vehicles Symposium (IV), 1620-1625, 2018201
22
2018
Emotion recognition using a glasses-type wearable device via multi-channel facial responses
J Kwon, J Ha, DH Kim, JW Choi, L KimIEEE Access 9, 146392-146403, 2021202
17
2021
Efficient beam training and channel estimation for millimeter wave communications under mobility
SH Lim, J Bae, S Kim, B Shim, JW ChoiarXiv preprint arXiv:1804.07973, 2018201
11
2018
Deep learning-based diagnosis of glaucoma using wide-field optical coherence tomography images
Y Shin, H Cho, HC Jeong, M Seong, JW Choi, WJ LeeJournal of Glaucoma 30 (9), 803-812, 2021202
11
2021
Craft: Camera-radar 3d object detection with spatio-contextual fusion transformer
Y Kim, S Kim, JW Choi, D KumProceedings of the AAAI Conference on Artificial Intelligence 37 (1), 1160-1168, 2023202
9
2023
Recup net: Recursive prediction network for surrounding vehicle trajectory prediction with future trajectory feedback
S Kim, D Kum, J won Choi2020 IEEE 23rd international conference on intelligent transportation …, 2020202
9
2020
Greedy data-aided active user detection for massive machine type communications
SA Irtaza, SH Lim, JW ChoiIEEE Wireless Communications Letters 8 (4), 1224-1227, 20120
9
2019
Joint 3d object detection and tracking using spatio-temporal representation of camera image and lidar point clouds
J Koh, J Kim, JH Yoo, Y Kim, D Kum, JW ChoiProceedings of the AAAI Conference on Artificial Intelligence 3 (1), 1210-1218, 2022202
6
2022
Feedback reduction for beyond 5G cellular systems
S Kim, JW Choi, B ShimICC 2019-2019 IEEE International Conference on Communications (ICC), 1-, 2019201
6
2019
Scarfnet: Multi-scale features with deeply fused and redistributed semantics for enhanced object detection
YJ Hyeok, K Dongsuk, CJ Won2020 2th International Conference on Pattern Recognition (ICPR), 40-412, 2021202
5
2021

Referred From: https://scholar.google.com/citations?user=IHH2PyYAAAAJ&hl=en

Cited by
Citations 3874
h-index 28
i10-index 49
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