Imanuel R. Lerman

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 4

Top Topics

Semantic Segmentation

Video Segmentation

Top Venues

Publications

Abdullah F. Al-Battal, Imanuel R. Lerman, Truong Q. Nguyen
Multi-path decoder U-Net: A weakly trained real-time segmentation network for object detection and localization in ultrasound scans. Comput. Medical Imaging Graph. 107 (2023)
Abdullah F. Al-Battal, Imanuel R. Lerman, Truong Q. Nguyen
Object Detection and Tracking in Ultrasound Scans Using an Optical Flow and Semantic Segmentation Framework Based on Convolutional Neural Networks. ICASSP (2022)
Abdullah F. Al-Battal, Yan Gong, Lu Xu, Timothy Morton, Chen Du, Yifeng Bu, Imanuel R. Lerman, Radhika Madhavan, Truong Q. Nguyen
A CNN Segmentation-Based Approach to Object Detection and Tracking in Ultrasound Scans with Application to the Vagus Nerve Detection. EMBC (2021)
Abdullah F. Al-Battal, Yan Gong, Lu Xu, Timothy Morton, Chen Du, Yifeng Bu, Imanuel R. Lerman, Radhika Madhavan, Truong Q. Nguyen
A CNN Segmentation-Based Approach to Object Detection and Tracking in Ultrasound Scans with Application to the Vagus Nerve Detection. CoRR (2021)