About Me

Xiaohui Huang

I am a Ph.D. student at CISE (The Department of Computer and Information Science and Engineering), the University of Florida. I joined UF Modern Artificial Intelligence and Learning Technologies (MALT) Lab and have worked with Prof. Sanjay Ranka and Prof. Anand Rangarajan since 2016. My research interests are mainly about video processing and spatial computing in computer vision and machine learning. Before I came to UF, I received my B.E. in Software Engineering from Sichuan University, China, 2015.

Computer Vision

Machine Learning

Video Processing

Smart City ITS

 Email: xiaohuihuang at ufl dot edu
Peer-reviewed

Publications

Anonymous Submission
Xiaohui Huang, Ke Chen, Tania Banerjee, Anand Rangarajan and Sanjay Ranka. Submitted to the 2020 Winter Conference on Applications of Computer Vision (WACV’20).

A Multi-sensor System for Traffic Analysis at Smart Intersections
Tania Banerjee, Ke Chen, Xiaohui Huang, Anand Rangarajan and Sanjay Ranka. International Conference on Contemporary Computing (IC3 2019). (Accepted)

Visual Analytics for Intersection Trajectories
Ke Chen, Tania Banerjee, Xiaohui Huang, Naga Venkata Sai Varanasi, Anand Rangarajan and Sanjay Ranka. Submitted to the Journal of Applied Sciences. (2019)

Truck and Trailer Classification with Deep Learningbased Geometric Features
Pan He, Aotian Wu, Xiaohui Huang, Jerry Scott, Anand Rangarajan and Sanjay Ranka. Submitted to IEEE Transactions on Intelligent Transportation Systems (TITS).

Machine Learning based Highway Truck Freight Classification Using Logo Data
Pan He, Aotian Wu, Xiaohui Huang, Anand Rangarajan and Sanjay Ranka. Submitted to Transportation Research Record: Journal of the Transportation Research Board (TRR), 2019.

Deep Learning based Geometric Features for Effective Truck Selection and Classification from Highway Videos
Pan He, Aotian Wu, Xiaohui Huang, Jerry Scott, Anand Rangarajan and Sanjay Ranka. Intelligent Transportation Systems Conference (ITSC), 2019. (Accepted)

Intelligent Intersection: Two-Stream Convolutional Networks for Real-time Near-Accident Detection in Traffic Video
Xiaohui Huang, Pan He, Anand Rangarajan and Sanjay Ranka. ACM Transactions on Spatial Algorithms and Systems (TSAS) (Under Review) [pdf]
[Short Paper] Women in Computer Vision (WiCV) workshop, in conjunction with CVPR 2019.

Densely Labeling Large-Scale Satellite Images with Generative Adversarial Networks
Yupeng Yan, Xiaohui Huang, Anand Rangarajan and Sanjay Ranka. In 2018 IEEE 4th Intl Conf on Big Data Intelligence and Computing (DataCom 2018). [pdf]

Supervoxel-based segmentation of 3D imagery with optical flow integration for spatiotemporal processing
Xiaohui Huang, Chengliang Yang, Sanjay Ranka and Anand Rangarajan. IPSJ Transactions on Computer Vision and Applications 10, no. 1 (2018): 9. [pdf]

A Fast Algorithm Based on Discrete Cosine Transform (DCT)
Xiaohui Huang, Weizhi Huang, Ke Yuan and Kun He. Applied Mechanics and Materials (Volumes 644-650). [pdf]

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Visual Analytics for Intersection Trajectories

Ke Chen, Tania Banerjee, Xiaohui Huang, Naga Venkata Sai Varanasi, Anand Rangarajan and Sanjay Ranka. Submitted to the Journal of Applied Sciences. (2019)

HTML5 Bootstrap Template by colorlib.com

A Multi-sensor System for Traffic Analysis at Smart Intersections

Ke Chen, Tania Banerjee, Xiaohui Huang, Anand Rangarajan and Sanjay Ranka. International Conference on Contemporary Computing (IC3 2019). (Accepted)

HTML5 Bootstrap Template by colorlib.com

Truck and Trailer Classification with Deep Learningbased Geometric Features

Pan He, Aotian Wu, Xiaohui Huang, Jerry Scott, Anand Rangarajan, Sanjay Ranka. Submitted to IEEE Transactions on Intelligent Transportation Systems (TITS).

HTML5 Bootstrap Template by colorlib.com

Machine Learning based Highway Truck Freight Classification Using Logo Data

Pan He, Aotian Wu, Xiaohui Huang, Anand Rangarajan, Sanjay Ranka. Submitted to Transportation Research Record: Journal of the Transportation Research Board (TRR), 2019.

HTML5 Bootstrap Template by colorlib.com

Deep Learning based Geometric Features for Effective Truck Selection and Classification from Highway Videos

Pan He, Aotian Wu, Xiaohui Huang, Jerry Scott, Anand Rangarajan, Sanjay Ranka. Intelligent Transportation Systems Conference (ITSC), 2019. (Accepted).

HTML5 Bootstrap Template by colorlib.com

Intelligent Intersection: Two-Stream Convolutional Networks for Real-time Near-Accident Detection in Traffic Video

Xiaohui Huang, Pan He, Anand Rangarajan and Sanjay Ranka. ACM Transactions on Spatial Algorithms and Systems (TSAS) (Under Review) [pdf] [Short Paper] Women in Computer Vision (WiCV) workshop, in conjunction with CVPR 2019.

HTML5 Bootstrap Template by colorlib.com

Densely Labeling Large-Scale Satellite Images with Generative Adversarial Networks

Yupeng Yan, Xiaohui Huang, Anand Rangarajan and Sanjay Ranka. In 2018 IEEE 4th Intl Conf on Big Data Intelligence and Computing (DataCom 2018). [pdf]

HTML5 Bootstrap Template by colorlib.com

Supervoxel-based segmentation of 3D imagery with optical flow integration for spatiotemporal processing

Xiaohui Huang, Chengliang Yang, Sanjay Ranka and Anand Rangarajan. IPSJ Transactions on Computer Vision and Applications 10, no. 1 (2018): 9. [pdf]

HTML5 Bootstrap Template by colorlib.com

A Fast Algorithm Based on Discrete Cosine Transform (DCT)

Xiaohui Huang, Weizhi Huang, Ke Yuan and Kun He. Applied Mechanics and Materials (Volumes 644-650). [pdf]

Experience

Honors and Awards

Travel award from WiCV (Women In Computer Vision Workshop) @ CVPR 2019