Video Analytics for Daily Living (VADL) lab

Elmore Family School of Electrical and Computer Engineering
Purdue University

Publications

  1. Prajwal Rao, McKinley N. Flinders, Dennis Buckmaster, Amy R. Reibman, and Jacquelyn P. Boerman, Real-time Cattle Intake Monitoring using Stereo Vision, Electronic Imaging 2024, January 2024. https://doi.org/10.2352/EI.2024.36.6.IRIACV-278

  2. Chih-Hsing Ho, Izaak R. Gilchrist, Keirstyn A. Amponsah, Amanda Stoltz, Brock A. Harpur, Steve Cantley, and Amy R. Reibman, Motion-based domain randomization for detecting honey bees inside a hive, Electronic Imaging 2024, January 2024. https://doi.org/10.2352/EI.2024.36.8.IMAGE-240

  3. He Liu, Amy R. Reibman, and Jacquelyn P. Boerman, Feature extraction using multi-view video analytics for dairy cattle body weight estimation, Smart Agricultural Technology, December 2023.

  4. Haoyu Chen, Praneet Singh, Edward J. Delp, and Amy R. Reibman, Gallery-Query Protocol for Evaluating Face Image Quality Metrics, IEEE 25rd International Workshop on Multimedia Signal Processing (MMSP), September 2023.

  5. Haoyu Chen, Stacy Lindshield, Papa Ibnou Ndiaye, Yaya Hamady Ndiaye, Jill D. Pruetz, and Amy R. Reibman, Applying Few-Shot Learning for In-the-Wild Camera-Trap Species Classification, AI, vol. 4, pp. 574-597, July 2023. https://doi.org/10.3390/ai4030031.

  6. Manu Ramesh, Amy R. Reibman, and Jacquelyn P. Boerman, Poster for CVPR2023, June 2023.

  7. Manu Ramesh, Amy R. Reibman, and Jacquelyn P. Boerman, Eidetic recognition of cattle using keypoint alignment , Imaging and Multimedia Analytics at the Edge, Electronic Imaging 2023, January 2023.

  8. Shengtai Ju, Amy R. Reibman, and Amanda J. Deering, Robust Hand Hygiene Monitoring for Food Safety using Hand Images , Imaging and Multimedia Analytics at the Edge, Electronic Imaging 2023, January 2023.

  9. Praneet Singh, Edward J. Delp, and Amy R. Reibman, End-to-end Evaluation of Practical Video Analaytics Systems for Face Detection and Recognition , Autonomous Vehicles and Machines, Electronic Imaging 2023, January 2023.

  10. Haoyu Chen, Stacy Lindshield, Amy R. Reibman, Challenges and Constraints when Applying Few Shot Learning to a Real-World Scenario: In-the-Wild Camera-Trap Species Classification , Imaging and Multimedia Analytics at the Edge, Electronic Imaging 2023, January 2023.

  11. P. Singh, E. J. Delp, and A. R. Reibman, Video-Analytics Task-Aware Quad-Tree Partitioning and Quantization For HEVC , IEEE International Conference on Image Processing (ICIP), October 2022.

  12. Praneet Singh, Haoyu Chen, Edward J. Delp, Amy R. Reibman, Evaluating Image Quality Estimators for Face Matching , IEEE 5th International Conference on Multimedia Information Processing and Retrieval (MIPR), August 2022.

  13. Haoyu Chen, Edward J. Delp, and Amy R. Reibman, Estimating Image Quality for Person Re-Identification, IEEE 23rd International Workshop on Multimedia Signal Processing (MMSP), October 2021.

  14. Shengtai Ju, Marisa A. Erasmus, Fengqing Zhu, and Amy R. Reibman, Turkey Behavior Identification Using Video Analytics And Object Tracking, IEEE International Conference on Image Processing (ICIP), 2021.

  15. Zhong, C., Reibman, A. R., Mina, H. A., and Deering, A. J., Multi-View Hand-Hygiene Recognition for Food Safety, Journal of Imaging, August 2021.

  16. He Liu, Amy R. Reibman, Aaron C. Ault, James V. Krogmeier, Spatial Segmentation for Processing Videos for Farming Automation, Computers and Electronics in Agriculture, May 2021.

  17. Shengtai Ju, Sneha Mahaptra, Marisa A. Erasmus, Amy R. Reibman, Fengqing Zhu, Turkey Behavior Identification System with a GUI Using Deep Learning and Video Analytics, Electronic Imaging, 2021.

  18. Zhong, C., Reibman, A. R., Mina, H. A., and Deering, A. J., Multi-View Hand-Hygiene Recognition for Food Safety, Journal of Imaging, November 2020.

  19. He Liu, Amy R. Reibman, Jacquelyn P. Boerman, Video Analytic System for Detecting Cow Structure, Computers and Electronics in Agriculture, November 2020.

  20. Yang Wang, He Liu, James Krogmeier, Amy R. Reibman, Dennis Buckmaster, ISOBlue HD: An Open-Source Platform for Collecting Context-Rich Agricultural Machinery Datasets, Sensors, October 2020.

  21. Shengtai Ju, Marisa A. Erasmus, Amy R. Reibman, and Fengqing Zhu, Video Tracking to Monitor Turkey Welfare , IEEE Southwest Symposium on Image Analysis and Interpretation (SSIAI), March 2020. Presentation video: SSIAI Presentation

  22. P. Singh, S. M. Lindshield, F. Zhu, and A. R. Reibman, Animal Localization in Camera-Trap Images with Complex Backgrounds , IEEE Southwest Symposium on Image Analysis and Interpretation (SSIAI), March 2020. Presentation video: SSIAI Presentation

  23. Haoyu Chen, Edward J. Delp, and Amy R. Reibman, Characterizing the Utility of Surveillance Video for Person Re-Identification , IEEE International Symposium on Technologies for Homeland Security, November 2019.

  24. Chengzhang Zhong, Amy R. Reibman, Hansel Mina Cordoba, and Amanda J. Deering, Hand-hygiene activity recognition in egocentric video , IEEE 21th International Workshop on Multimedia Signal Processing (MMSP), 2019.

  25. Chen Bai and Amy R. Reibman, Video Quality Temporal Pooling Using a Visibility Measure , IEEE International Conference on Multimedia and Expo (ICME), 2019.

  26. He Liu, Amy R. Reibman, Aaron C. Ault, and James V. Krogmeier, Video-based Prediction for Header-height Control of a Combine Harvester, IEEE 2nd International Conference on Multimedia Information Processing and Retrieval (MIPR), 2019.

  27. Biao Ma and Amy R. Reibman, Viewing Experience Model of First-Person Videos, Journal of Imaging, August 2018.

  28. Biao Ma and Amy R. Reibman, A Perceptually-inspired 2D Video Stabilization Estimator, IEEE 6th Global Conference on Signal and Information Processing, 2018.

  29. Chen Bai and Amy R. Reibman, Controllable Illumination Enhancement with an Over-Enhancement Measure , IEEE International Conference on Image Processing (ICIP), 2018.

  30. Chen Bai and Amy R. Reibman, Image Quality Assessment in First-Person Videos , Journal of Visual Communication and Image Representation (special issue on egocentric vision and lifelogging tools), July 2018.

  31. He Liu, Amy R. Reibman, Aaron C. Ault, and James V. Krogmeier Video Classification of Farming Activities with Motion-Adaptive Feature Sampling, IEEE 20th International Workshop on Multimedia Signal Processing (MMSP), 2018.

  32. Chengzhang Zhong and Amy R. Reibman Prediction system for activity recognition with compressed video, Electronic Imaging, 2018.

  33. Biao Ma and Amy R. Reibman, Estimating the Subjective Video Stability of First-Person Videos, Human Vision and Electronic Imaging, 2018.

  34. Biao Ma and Amy R. Reibman, Measuring and Improving the Viewing Experience of First-person Videos, ACM Multimedia Thematic Workshops, 2017 (acceptance rate 12.93% [64/495]).

  35. Biao Ma and Amy R. Reibman, Enhancing Viewability for First-person Videos based on a Human Perception Model, IEEE 19th International Workshop on Multimedia Signal Processing, 2017. (Top 10% Paper Award).

  36. Chen Bai and Amy R. Reibman, Mutual Reference Frame-Quality Assessment in First-Person Videos, IEEE International Conference on Image Processing (ICIP), 2017.

  37. Chen Bai and Amy R. Reibman, Subjective Evaluation of Distortions in First-Person Videos, Human Vision and Electronic Imaging (HVEI), 2017.

  38. Biao Ma and Amy R. Reibman, DashCam Video Compression using Historical Data, Picture Coding Symposium (PCS), 2016.

  39. Chen Bai and Amy R. Reibman, Characterizing Distortions in First-Person Videos, IEEE International Conference on Image Processing (ICIP), 2016.

  40. He Liu and Amy R. Reibman, Software to Stress Test Image Quality Estimators (STIQE) , 8th International Conference on Quality of Multimedia Experience, 2016.

    STIQE software release (168M), Test image set (472M)

  41. Additional Selected Publications of Professor Reibman