42 citations · 73 across the 11 of their papers we have counts for
12 papers
Unsupervised Defect Detection for Surgical Instruments
Joseph Huang, Yichi Zhang, Jingxi Yu +6
Ensuring the safety of surgical instruments requires reliable detection of visual defects. However, manual inspection is prone to error, and existing automated defect detection met…
Automatic Retrieval of Specific Cows from Unlabeled Videos
Jiawen Lyu, Manu Ramesh, Madison Simonds +2
Few automated video systems are described in the open literature that enable hands-free cataloging and identification (ID) of cows in a dairy herd. In this work, we describe our sy…
Shadow Augmentation for Handwashing Action Recognition: from Synthetic to Real Datasets
Shengtai Ju, Amy R. Reibman
Video analytics systems designed for deployment in outdoor conditions can be vulnerable to many environmental changes, particularly changes in shadow. Existing works have shown tha…
Exploring the Impact of Hand Pose and Shadow on Hand-washing Action Recognition
Shengtai Ju, Amy R. Reibman
In the real world, camera-based application systems can face many challenges, including environmental factors and distribution shift. In this paper, we investigate how pose and sha…
End-to-end Evaluation of Practical Video Analytics Systems for Face Detection and Recognition
Praneet Singh, Edward J. Delp, Amy R. Reibman
Practical video analytics systems that are deployed in bandwidth constrained environments like autonomous vehicles perform computer vision tasks such as face detection and recognit…
Illumination Variation Correction Using Image Synthesis For Unsupervised Domain Adaptive Person Re-Identification
Jiaqi Guo, Amy R. Reibman, Edward J. Delp
Unsupervised domain adaptive (UDA) person re-identification (re-ID) aims to learn identity information from labeled images in source domains and apply it to unlabeled images in a t…
Turkey Behavior Identification System with a GUI Using Deep Learning and Video Analytics
Shengtai Ju, Sneha Mahapatra, Marisa A. Erasmus +2
In this paper, we propose a video analytics system to identify the behavior of turkeys. Turkey behavior provides evidence to assess turkey welfare, which can be negatively impacted…
FaR-GAN for One-Shot Face Reenactment
Hanxiang Hao, Sriram Baireddy, Amy R. Reibman +1
Animating a static face image with target facial expressions and movements is important in the area of image editing and movie production. This face reenactment process is challeng…
A cow structural model for video analytics of cow health
He Liu, Amy R. Reibman, Jacquelyn P. Boerman
In livestock farming, animal health directly influences productivity. For dairy cows, many health conditions can be evaluated by trained observers based on visual appearance and mo…
A Utility-Preserving GAN for Face Obscuration
Hanxiang Hao, David Güera, Amy R. Reibman +1
From TV news to Google StreetView, face obscuration has been used for privacy protection. Due to recent advances in the field of deep learning, obscuration methods such as Gaussian…
Robustness Analysis of Face Obscuration
Hanxiang Hao, David Güera, János Horváth +2
Face obscuration is needed by law enforcement and mass media outlets to guarantee privacy. Sharing sensitive content where obscuration or redaction techniques have failed to comple…
Analyzing Real-Time Multimedia Content From Network Cameras Using CPUs and GPUs in the Cloud
Ahmed S. Kaseb, Bo Fu, Anup Mohan +3
Millions of network cameras are streaming real-time multimedia content (images or videos) for various environments (e.g., highways and malls) and can be used for a variety of appli…