A Self-Supervised Method for Body Part Segmentation and Keypoint Detection of Rat Images

arXiv:2405.04650v1 Announce Type: new
Abstract: Recognition of individual components and keypoint detection supported by instance segmentation is crucial to analyze the behavior of agents on the scene. Such systems could be used for surveillance, self-driving cars, and also for medical research, where behavior analysis of laboratory animals is used to confirm the aftereffects of a given medicine. A method capable of solving the aforementioned tasks usually requires a large amount of high-quality hand-annotated data, which takes time and money to …

abstract agents analysis analyze animals arxiv behavior behavior analysis cars components cs.ai cs.cv detection driving images instance keypoint detection laboratory medical medical research part rat recognition research segmentation self-driving surveillance systems type