no code implementations • 13 Nov 2020 • Wonjik Kim, Masayuki Tanaka, Masatoshi Okutomi, Yoko SASAKI
A common limitation of the existing learning-based approaches is a mismatch of training data and test data.
1 code implementation • 16 Oct 2020 • Tao Zhong, Wonjik Kim, Masayuki Tanaka, Masatoshi Okutomi
It has a two-branch structure, i. e., the spatial segmentation branch and the temporal velocity estimation branch.
2 code implementations • 20 Jul 2020 • Wonjik Kim, Asako Kanezaki, Masayuki Tanaka
The usage of convolutional neural networks (CNNs) for unsupervised image segmentation was investigated in this study.
no code implementations • 11 Mar 2020 • Wonjik Kim, Masayuki Tanaka, Masatoshi Okutomi, Yoko SASAKI
In this paper, we propose an automatic labeled sequential data generation pipeline for human segmentation and velocity estimation with point clouds.
1 code implementation • 14 Feb 2019 • Wonjik Kim, Masayuki Tanaka, Masatoshi Okutomi, Yoko SASAKI
We present 500k+ data generated by the proposed pipeline.