WebJul 18, 2024 · The bounding maps (BMs) are used in two-stage anchor-based ULD frameworks to reduce the FP rate. In the 1 st stage of the region proposal network, we replace the sharp binary ground-truth label of anchors with the corresponding xy-direction BM hence the positive anchors are now graded. WebMar 22, 2024 · In this paper, we propose a BM-based conditional training for two-stage ULD, which can (i) reduce positive vs. negative anchor imbalance via BM-based …
Volumetric Attention for 3D Medical Image Segmentation and Detection ...
WebJul 18, 2024 · A box-to-map method to represent a bounding box with three soft continuous maps with bounds in x-, y- and xy-directions to reduce the false-positive (FP) rate in … WebUniversal Lesion Detection (ULD) in computed tomography plays an essential role in computer-aided diagnosis systems. Many detection approaches achieve excellent results for ULD using possible bounding boxes (or anchors) as proposals. However, empirical evidence shows that using anchor-based proposals leads to a high false-positive (FP) … coffee employee appreciation
Detecting Lesion Bounding Ellipses With Gaussian Proposal Networks …
WebBounding Maps for Universal Lesion Detection . . ^u] Han Li, Hu Han, and S. Kevin Zhou Multimodal Priors Guided Segmentation of Liver Lesions in MRI Using Mutual Information Based Graph Co-Attention Networks. . . n Shaocong Mo, Ming Cai, Lanfen Lin, Ruofeng Tong, Qingqing Chen, Fang Wang, Hongjie Hu, Yutaro Iwamoto, Xian-Hua Han, and Yen … WebThe bounding maps (BMs)are used in two-stage anchor-based ULD frameworks to reduce the FP rate. In the 1ststage of the region proposal network, we replace the sharp binary … WebMar 23, 2024 · Conditional Training with Bounding Map for Universal Lesion Detection. Universal Lesion Detection (ULD) in computed tomography plays an essential role in … cambridge audio south africa