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RODNet: A Real-Time Radar Object Detection Network Cross-Supervised by Camera-Radar Fused Object 3D Localization


Feb 09, 2021
Yizhou Wang, Zhongyu Jiang, Yudong Li, Jenq-Neng Hwang, Guanbin Xing, Hui Liu

* IEEE Journal of Selected Topics in Signal Processing Special Issue on Recent Advances in Automotive Radar Signal Processing. arXiv admin note: text overlap with arXiv:2003.01816 

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Absolute 3D Pose Estimation and Length Measurement of Severely Deformed Fish from Monocular Videos in Longline Fishing


Feb 09, 2021
Jie Mei, Jenq-Neng Hwang, Suzanne Romain, Craig Rose, Braden Moore, Kelsey Magrane

* Accepted to ICASSP2021 

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Video-based Hierarchical Species Classification for Longline Fishing Monitoring


Feb 06, 2021
Jie Mei, Jenq-Neng Hwang, Suzanne Romain, Craig Rose, Braden Moore, Kelsey Magrane

* To be published in CVAUI2020 in conjunction with ICPR2020 

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Exploring Severe Occlusion: Multi-Person 3D Pose Estimation with Gated Convolution


Oct 31, 2020
Renshu Gu, Gaoang Wang, Jenq-Neng Hwang


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Traffic-Aware Multi-Camera Tracking of Vehicles Based on ReID and Camera Link Model


Aug 30, 2020
Hung-Min Hsu, Yizhou Wang, Jenq-Neng Hwang

* Accepted by ACM International Conference on Multimedia 2020 

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IA-MOT: Instance-Aware Multi-Object Tracking with Motion Consistency


Jun 24, 2020
Jiarui Cai, Yizhou Wang, Haotian Zhang, Hung-Min Hsu, Chengqian Ma, Jenq-Neng Hwang

* The 5th Benchmarking Multi-Target Tracking (BMTT) Workshop, CVPR 2020 

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Object-Oriented Video Captioning with Temporal Graph and Prior Knowledge Building


Mar 12, 2020
Fangyi Zhu, Jenq-Neng Hwang, Zhanyu Ma, Jun Guo


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RODNet: Object Detection under Severe Conditions Using Vision-Radio Cross-Modal Supervision


Mar 03, 2020
Yizhou Wang, Zhongyu Jiang, Xiangyu Gao, Jenq-Neng Hwang, Guanbin Xing, Hui Liu


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Eye in the Sky: Drone-Based Object Tracking and 3D Localization


Oct 18, 2019
Haotian Zhang, Gaoang Wang, Zhichao Lei, Jenq-Neng Hwang

* Accepted to ACMMM2019 

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A New Technique of Camera Calibration: A Geometric Approach Based on Principal Lines


Aug 18, 2019
Jen-Hui Chuang, Chih-Hui Ho, Ardian Umam, HsinYi Chen, Mu-Tien Lu, Jenq-Neng Hwang, Tai-An Chen

* Under review 

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CityFlow: A City-Scale Benchmark for Multi-Target Multi-Camera Vehicle Tracking and Re-Identification


Apr 05, 2019
Zheng Tang, Milind Naphade, Ming-Yu Liu, Xiaodong Yang, Stan Birchfield, Shuo Wang, Ratnesh Kumar, David Anastasiu, Jenq-Neng Hwang

* Accepted for oral presentation at CVPR 2019 with review ratings of 2 strong accepts and 1 accept (work done during an internship at NVIDIA) 

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MOANA: An Online Learned Adaptive Appearance Model for Robust Multiple Object Tracking in 3D


Jan 09, 2019
Zheng Tang, Jenq-Neng Hwang

* Submitted to IEEE Access Special Section: AI-Driven Big Data Processing: Theory, Methodology, and Applications 

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Exploit the Connectivity: Multi-Object Tracking with TrackletNet


Nov 18, 2018
Gaoang Wang, Yizhou Wang, Haotian Zhang, Renshu Gu, Jenq-Neng Hwang


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Y-net: 3D intracranial artery segmentation using a convolutional autoencoder


Dec 19, 2017
Li Chen, Yanjun Xie, Jie Sun, Niranjan Balu, Mahmud Mossa-Basha, Kristi Pimentel, Thomas S. Hatsukami, Jenq-Neng Hwang, Chun Yuan

* 5 pages, 4 figures, an improved version after accepted by IEEE International Conference on Bioinformatics and Biomedicine, Kansas City, MO, USA, November 13 - 16, 2017 

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Virtual Blood Vessels in Complex Background using Stereo X-ray Images


Sep 22, 2017
Qiuyu Chen, Ryoma Bise, Lin Gu, Yinqiang Zheng, Imari Sato, Jenq-Neng Hwang, Nobuaki Imanishi, Sadakazu Aiso


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Multiple-Kernel Based Vehicle Tracking Using 3D Deformable Model and Camera Self-Calibration


Aug 22, 2017
Zheng Tang, Gaoang Wang, Tao Liu, Young-Gun Lee, Adwin Jahn, Xu Liu, Xiaodong He, Jenq-Neng Hwang

* 6 pages, 6 figures, 3 tables, 2017 IEEE Smart World NVIDIA AI City Challenge (Winner of Track 2: Applications) 

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DesnowNet: Context-Aware Deep Network for Snow Removal


Aug 15, 2017
Yun-Fu Liu, Da-Wei Jaw, Shih-Chia Huang, Jenq-Neng Hwang


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A Feature Learning and Object Recognition Framework for Underwater Fish Images


Mar 05, 2016
Meng-Che Chuang, Jenq-Neng Hwang, Kresimir Williams

* 11 pages 

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Underwater Fish Tracking for Moving Cameras based on Deformable Multiple Kernels


Mar 05, 2016
Meng-Che Chuang, Jenq-Neng Hwang, Jian-Hui Ye, Shih-Chia Huang, Kresimir Williams

* 11 pages 

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Tracking Live Fish from Low-Contrast and Low-Frame-Rate Stereo Videos


Apr 15, 2015
Meng-Che Chuang, Jenq-Neng Hwang, Kresimir Williams, Richard Towler

* IEEE Trans. on Circuits and Systems for Video Technology, vol. 25, no. 1, pp.167-179, Jan. 2015 
* 14 pages, 14 figures, 6 tables 

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