1 code implementation • 18 Sep 2019 • Hitoshi Nishimura, Kazuyuki Tasaka, Yasutomo Kawanishi, Hiroshi Murase
The accurate human tracking result using PAF helps multi-frame-based action recognition.
no code implementations • 9 May 2021 • Hao Cheng, Li Feng, Hailong Liu, Takatsugu Hirayama, Hiroshi Murase, Monika Sester
Intersections where vehicles are permitted to turn and interact with vulnerable road users (VRUs) like pedestrians and cyclists are among some of the most challenging locations for automated and accurate recognition of road users' behavior.
1 code implementation • 27 Jun 2021 • Hitoshi Nishimura, Satoshi Komorita, Yasutomo Kawanishi, Hiroshi Murase
To maintain the tracking accuracy, we introduce robust interest point selection within human regions and a tracking termination metric calculated by the distribution of the interest points.
no code implementations • 3 Oct 2023 • Jialei Chen, Daisuke Deguchi, Chenkai Zhang, Xu Zheng, Hiroshi Murase
Moreover, to enhance the ability to discriminate unseen categories, PLM consisting of pseudo labels and weight generation is designed.
no code implementations • 21 Feb 2024 • Jialei Chen, Daisuke Deguchi, Chenkai Zhang, Hiroshi Murase
However, one of the gaps in synthesizing pseudo vision queries, ie, vision queries for unseen categories, is describing fine-grained visual details through semantic embeddings.