Local Integral Regression Network for Cell Nuclei Detection
Sign Up to like & getrecommendations! Published in 2021 at "Entropy"
DOI: 10.3390/e23101336
Abstract: Nuclei detection is a fundamental task in the field of histopathology image analysis and remains challenging due to cellular heterogeneity. Recent studies explore convolutional neural networks to either isolate them with sophisticated boundaries (segmentation-based methods)… read more here.
Keywords: integral regression; detection; regression network; nuclei detection ... See more keywords
Bias-Compensated Integral Regression for Human Pose Estimation
Sign Up to like & getrecommendations! Published in 2023 at "IEEE transactions on pattern analysis and machine intelligence"
DOI: 10.48550/arxiv.2301.10431
Abstract: In human and hand pose estimation, heatmaps are a crucial intermediate representation for a body or hand keypoint. Two popular methods to decode the heatmap into a final joint coordinate are via an argmax, as… read more here.
Keywords: bias compensated; pose estimation; regression; compensated integral ... See more keywords