Cleveland Vision & AI Lab

Cleveland Vision & AI Lab
Underline indicates a student paper advised or co-advised by me.

Book chapter

1. Song Wang, Hongkai Yu, Youjie Zhou, Jeff Simmons, Craig Przybyla. Object Tracking through Image Sequences, Statistical Methods for Materials Science: The Data Science of Microstructure Characterization, CRC Press, 2019. PDF

Journal

19. Lan Fu, Hongkai Yu, Felix Juefei-Xu, Jinlong Li, Qing Guo, Song Wang. Let There be Light: Improved Traffic Surveillancevia Detail Preserving Night-to-Day Transfer. IEEE Transactions on Circuits and Systems for Video Technology, 2021. PDF
18. Jinlong Li, Zhigang Xu, Lan Fu, Xuesong Zhou, Hongkai Yu. Domain Adaptation from Daytime to Nighttime: A Situation-sensitive Vehicle Detection and Traffic Flow Parameter Estimation Framework. Transportation Research Part C: Emerging Technologies, 2021. PDF
17. Shaoyue Song, Zhenjiang Miao, Hongkai Yu, Jianwu Fang, Kang Zheng, Cong Ma, Song Wang. Deep Domain Adaptation Based Multi-spectral Salient Object Detection. IEEE Transactions on Multimedia, 2021. Project Page
16. Jianwu Fang, Dingxin Yan, Jiahuan Qiao, Jianru Xue, Hongkai Yu. DADA: Driver Attention Prediction in Driving Accident Scenarios. IEEE Transactions on Intelligent Transportation Systems, 2021. Project Page
15. Humberto Saenz, Huiming Sun, Lingtao Wu, Xuesong Zhou, Hongkai Yu. Detecting Phone-related Pedestrian Distracted Behaviors via a Two-Branch Convolutional Neural Network. IET Intelligent Transport Systems, 2021. PDF
14. Hongkai Yu, Dazhou Guo, Zhipeng Yan, Lan Fu, Jeff Simmons, Craig P. Przybyla, Song Wang. Weakly Supervised Easy-to-hard Learning for Object Detection in Image Sequences. Neurocomputing, 2020. PDF
13. Hongkai Yu, Kang Zheng, Jianwu Fang, Hao Guo, Song Wang. A New Method and Benchmark for Detecting Co-Saliency within a Single Image. IEEE Transactions on Multimedia, 2020. Project Page
12. Xiangmo Zhao, Pengpeng Sun, Zhigang Xu, Haigen Min, Hongkai Yu. Fusion of 3D LIDAR and Camera Data for Object Detection in Autonomous Vehicle Applications. IEEE Sensors Journal, 2020. PDF
11. Rixing Zhu, Jianwu Fang, Shuying Li, Qi Wang, Hongke Xu, Jianru Xue, Hongkai Yu. Vehicle re-identification in tunnel scenes via synergistically cascade forests. Neurocomputing, 2019. PDF
10. Dazhou Guo, Yanting Pei, Kang Zheng, Hongkai Yu, Yuhang Lu, Song Wang. Degraded Image Semantic Segmentation with Dense-Gram Networks. IEEE Transactions on Image Processing, 2019. PDF
9. Shaoyue Song, Hongkai Yu, Zhenjiang Miao, Dazhou Guo, Wei Ke, Cong Ma, Song Wang. An Easy-to-hard Learning Strategy for Within-image Co-Saliency Detection. Neurocomputing, 2019. [PDF | Data]
8. Jiangtao Kong, Jian Huang, Hongkai Yu, Hanqiang Deng, Jianxing Gong, Hao Chen. RNN-based Default Logic for Route Planning in Urban Environments. Neurocomputing, 2019. PDF
7. Shaoyue Song, Hongkai Yu, Zhenjiang Miao, Qiang Zhang, Yuewei Lin, Song Wang. Domain Adaptation for Convolutional Neural Networks based Remote Sensing Scene Classification. IEEE Geoscience and Remote Sensing Letters, 2019. PDF
6. Dazhou Guo, Ligeng Zhu, Yuhang Lu, Hongkai Yu, Song Wang. Small Object Sensitive Segmentation of Urban Street Scene with Spatial Adjacency Between Object Classes. IEEE Transactions on Image Processing, 2018. PDF
5. Hongkai Yu, Haozhou Yu, Hao Guo, Jeff Simmons, Qin Zou, Wei Feng, Song Wang. Multiple Human Tracking in Wearable Camera Videos with Informationless Intervals, Pattern Recognition Letters, 2018. PDF
4. Jun Zhou, Haozhou Yu, Karen Smith, Colin Wilder, Hongkai Yu, Song Wang. Identifying Designs from Incomplete, Fragmented Cultural Heritage Objects by Curve-Pattern Matching, Journal of Electronic Imaging, 2017. PDF
3. Youjie Zhou†, Hongkai Yu†, Jeff Simmons, Craig Przybyla, Song Wang. Large-Scale Fiber Tracking through Sparsely Sampled Image Sequences of Composite Materials. IEEE Transactions on Image Processing, 2016. PDF († indicates co-first author)
2. Dazhou Guo, Julius Fridriksson, Paul Fillmore, Christopher Rorden, Hongkai Yu, Kang Zheng, Song Wang. Automated Lesion Detection on MRI Scans using Combined Unsupervised and Supervised Methods. BMC Medical Imaging, 2015. [PDF | Code]
1. Shuguang Li, Hongkai Yu, Jingru Zhang, Kaixin Yang, Bin Ran. Video-based Traffic Data Collection System for Multiple Vehicle Types. IET Intelligent Transport Systems, 2014. PDF

Conference

23. Huiming Sun, Yuewei Lin, Qin Zou, Shaoyue Song, Jianwu Fang, Hongkai Yu. Convolutional Neural Networks Based Remote Sensing Scene Classification under Clear and Cloudy Environments. IEEE International Conference on Computer Vision Workshop (ICCVW), 2021. [PDF | Code]
22. Qing Guo, Xiaoguang Li, Felix Juefei-Xu, Hongkai Yu, Yang Liu, Song Wang. JPGNet: Joint Predictive Filtering and Generative Network for Image Inpainting. ACM Multimedia Conference, 2021. [PDF | Code]
21. Abhijit Baul, Jingru Zhang, Lingtao Wu, Hongkai Yu, Weidong Kuang. Learning to Detect Pedestrian Flow in Traffic Intersections from Synthetic Data. IEEE International Intelligent Transportation Systems Conference (ITSC), 2021.
20. Emre Hatay, Jin Ma, Huiming Sun, Jianwu Fang, Zhiqiang Gao, Hongkai Yu. Learning to Detect Phone-related Pedestrian Distracted Behaviors with Synthetic Data. IEEE Conference on Computer Vision and Pattern Recognition Workshop (CVPRW), 2021. PDF
19. Lan Fu, Changqing Zhou, Qing Guo, Felix Juefei-Xu, Hongkai Yu, Wei Feng, Yang Liu, Song Wang. Auto-Exposure Fusion for Single-Image Shadow Removal. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021. [PDF | Code]
18. Lan Fu, Hongkai Yu, Megna Shah, Jeff Simmons, Song Wang. Crystallographic Symmetry for Data Augmentation in Detecting Dendrite Cores. IS&T International Symposium on Electronic Imaging, Burlingame, CA, 2020. [PDF]
17. Shaoyue Song, Hongkai Yu, Zhenjiang Miao, Jianwu Fang, Kang Zheng, Cong Ma, Song Wang. Multi-spectral Salient Object Detection by Adversarial Domain Adaptation. AAAI Conference on Artificial Intelligence (AAAI), New York, NY, 2020. [Project Page]
16. Humberto Saenz, Hongkai Yu, Lingtao Wu, Xuesong Zhou. Detecting Phone-related Pedestrian Distracted Behaviors via a Two-Branch Convolutional Neural Network. Transportation Research Board (TRB) Annual Meeting, Washington, D.C., 2020. (Oral Presentation)
15. Jinlong Li, Zhigang Xu, Hongkai Yu, Lan Fu, Xuesong Zhou. Domain Adaptation for Vehicle Detection in Traffic Surveillance Images from Daytime to Nighttime. Transportation Research Board (TRB) Annual Meeting, Washington, D.C., 2020. (Poster Presentation)
14. Xiao Lin, Jiucai Zhang, Jin Shang, Yi Wang, Hongkai Yu, Xiaoli Zhang. Decision Making through Occluded Intersections for Autonomous Driving. IEEE Intelligent Transportation Systems Conference (ITSC), Auckland, New Zealand, 2019. [PDF]
13. Hao Guo, Kang Zheng, Xiaochuan Fan, Hongkai Yu, Song Wang. Visual Attention Consistency under Image Transforms for Multi-label Image Classification. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, CA, 2019. Project Page
12. Hongkai Yu, Kang Zheng, Jianwu Fang, Hao Guo, Wei Feng, Song Wang. Co-Saliency Detection within a Single Image. AAAI Conference on Artificial Intelligence (AAAI), New Orleans, LA, 2018. Project Page
11. Kang Zheng, Xiaochuan Fan, Yuewei Lin, Hao Guo, Hongkai Yu, Dazhou Guo, Song Wang. Learning View-invariant Features for Person Identification in Temporally Synchronized Videos Taken by Wearable Cameras. IEEE International Conference on Computer Vision (ICCV), Venice, Italy, 2017. [PDF, Code, Data]
10. Hongkai Yu, Youjie Zhou, Hui Qian, Min Xian, Song Wang. LooseCut: Interactive Image Segmentation with Loosely Bounded Boxes. IEEE International Conference on Image Processing (ICIP), Beijing, China, 2017. [PDF | Long Version | Code]
9. Youjie Zhou, Hongkai Yu, Song Wang. Feature Sampling Strategies for Action Recognition. IEEE International Conference on Image Processing (ICIP), Beijing, China, 2017. [PDF | Code]
8. Hongkai Yu, Jeff Simmons, Craig P. Przybyla, Song Wang. On-the-fly Performance Evaluation of Large-scale Fiber Tracking. IS&T International Symposium on Electronic Imaging, Burlingame, CA, 2017. PDF
7. Kang Zheng, Hao Guo, Xiaochuan Fan, Hongkai Yu, Song Wang. Identifying Same Persons from Temporally Synchronized Videos Taken by Multiple Wearable Cameras. IEEE Conference on Computer Vision and Pattern Recognition Workshop on ChaLearn Looking at People (CVPRW), Las Vegas, Nev, 2016. PDF
6. Hongkai Yu, Youjie Zhou, Jeff Simmons, Craig Przybyla, Yuewei Lin, Xiaochuan Fan, Yang Mi, Song Wang. Groupwise Tracking of Crowded Similar-Appearance Targets from Low-Continuity Image Sequences. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas, Nev, 2016. (Spotlight oral) Project Page
5. Yuewei Lin, Kareem Abdelfatah, Youjie Zhou, Xiaochuan Fan, Hongkai Yu, Hui Qian, Song Wang. Co-interest Person Detection from Multiple Wearable Camera Videos. IEEE International Conference on Computer Vision (ICCV), Santiago, Chile, 2015. PDF
4. Hongkai Yu, Min Xian, Xiaojun Qi. Unsupervised Cosegmentation Based on a New Global GMM Constraint in MRF. IEEE International Conference on Image Processing (ICIP), Paris, France, 2014. [PDF | Code]
3. Hongkai Yu, Xiaojun Qi. Unsupervised Cosegmentation Based on Superpixel Matching and FastGrabCut. IEEE International Conference on Multimedia and Expo (ICME), Chengdu, China, 2014. PDF
2. Shuguang Li, Hongkai Yu, Jingru Zhang. Video-based Traffic Data Collection System for Multiple Vehicle Types. 91st Transportation Research Board (TRB) Annual Meeting, Washington, D.C., 2012.
1. Shuguang Li, Hongkai Yu, Jingru Zhang, Ke Yue. Multi-type Vehicles' Traffic Data Collection Using Video Processing. The 2nd International Conference on Intelligent Control and Information Processing (ICICIP), Harbin, China, 2011.