Search Results for author: Wonjik Kim

Found 5 papers, 3 papers with code

Adaptive Future Frame Prediction with Ensemble Network

no code implementations13 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.

Human Segmentation with Dynamic LiDAR Data

1 code implementation16 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.

Segmentation

Unsupervised Learning of Image Segmentation Based on Differentiable Feature Clustering

2 code implementations20 Jul 2020 Wonjik Kim, Asako Kanezaki, Masayuki Tanaka

The usage of convolutional neural networks (CNNs) for unsupervised image segmentation was investigated in this study.

Clustering Image Segmentation +3

Learning-Based Human Segmentation and Velocity Estimation Using Automatic Labeled LiDAR Sequence for Training

no code implementations11 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.

Segmentation

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