Ontology highlight
ABSTRACT:
SUBMITTER: Jin T
PROVIDER: S-EPMC7652788 | biostudies-literature | 2020
REPOSITORIES: biostudies-literature
Jin Tianlei T Duan Feng F Yang Zhenyu Z Yin Shifan S Chen Xuyi X Liu Yu Y Yao Qingyu Q Jian Fengzeng F
Frontiers in neurorobotics 20201027
Quantifying rat behavior through video surveillance is crucial for medicine, neuroscience, and other fields. In this paper, we focus on the challenging problem of estimating landmark points, such as the rat's eyes and joints, only with image processing and quantify the motion behavior of the rat. Firstly, we placed the rat on a special running machine and used a high frame rate camera to capture its motion. Secondly, we designed the cascade convolution network (CCN) and cascade hourglass network ...[more]