16 citations · 69 across the 33 of their papers we have counts for
7 papers · 1 filter
Multi-Stage Pathological Image Classification using Semantic Segmentation
Shusuke Takahama, Yusuke Kurose, Yusuke Mukuta +5
Histopathological image analysis is an essential process for the discovery of diseases such as cancer. However, it is challenging to train CNN on whole slide images (WSIs) of gigap…
Rethinking Task and Metrics of Instance Segmentation on 3D Point Clouds
Kosuke Arase, Yusuke Mukuta, Tatsuya Harada
Instance segmentation on 3D point clouds is one of the most extensively researched areas toward the realization of autonomous cars and robots. Certain existing studies have split i…
Compact Approximation for Polynomial of Covariance Feature
Yusuke Mukuta, Tatsuaki Machida, Tatsuya Harada
Covariance pooling is a feature pooling method with good classification accuracy. Because covariance features consist of second-order statistics, the scale of the feature elements…
Scalable Generative Models for Graphs with Graph Attention Mechanism
Wataru Kawai, Yusuke Mukuta, Tatsuya Harada
Graphs are ubiquitous real-world data structures, and generative models that approximate distributions over graphs and derive new samples from them have significant importance. Amo…
Invariant Feature Coding using Tensor Product Representation
Yusuke Mukuta, Tatsuya Harada
In this study, a novel feature coding method that exploits invariance for transformations represented by a finite group of orthogonal matrices is proposed. We prove that the group-…
Long-Term Human Video Generation of Multiple Futures Using Poses
Naoya Fushishita, Antonio Tejero-de-Pablos, Yusuke Mukuta +1
Predicting future human behavior from an input human video is a useful task for applications such as autonomous driving and robotics. While most previous works predict a single fut…
End-to-End Learning Using Cycle Consistency for Image-to-Caption Transformations
Keisuke Hagiwara, Yusuke Mukuta, Tatsuya Harada
So far, research to generate captions from images has been carried out from the viewpoint that a caption holds sufficient information for an image. If it is possible to generate an…