activity
20172026
most citedUnsupervised Learning of Image Segmentation Based on Differentiable Feature Clustering

253 citations · 310 across the 24 of their papers we have counts for

collaborators

25 papers

cs.CV2026

CPDDNet: Color-Polarization Denoising and Demosaicking Network

Qihang Zhang, Yusuke Monno, Masayuki Tanaka +1

Color-polarization imaging using a color-polarization filter array (CPFA) sensor captures both texture (color intensity) and physical (polarization) information of the scene in a s…

cs.CV2026

Joint 2D-3D Segmentation and Association in Street-level Imaging

Amir Melnikov, Masayuki Tanaka, Yusuke Monno +1

Accurate interpretation of street-level imagery is essential for large-scale urban mapping and the creation of Spatial Digital Twin (SDT) environments. This work presents a unified…

eess.IV2025

Polarization Denoising and Demosaicking: Dataset and Baseline Method

Muhamad Daniel Ariff Bin Abdul Rahman, Yusuke Monno, Masayuki Tanaka +1

A division-of-focal-plane (DoFP) polarimeter enables us to acquire images with multiple polarization orientations in one shot and thus it is valuable for many applications using po…

astro-ph.GA2023

GALAXY CRUISE: Deep Insights into Interacting Galaxies in the Local Universe

Masayuki Tanaka, Michitaro Koike, Sei'ichiro Naito +15

We present the first results from GALAXY CRUISE, a community (or citizen) science project based on data from the Hyper Suprime-Cam Subaru Strategic Program (HSC-SSP). The current p…

eess.IV2022

Two-Step Color-Polarization Demosaicking Network

Vy Nguyen, Masayuki Tanaka, Yusuke Monno +1

Polarization information of light in a scene is valuable for various image processing and computer vision tasks. A division-of-focal-plane polarimeter is a promising approach to ca…

cs.CV2021★ 2 cited

Multi-Modal Pedestrian Detection with Large Misalignment Based on Modal-Wise Regression and Multi-Modal IoU

Napat Wanchaitanawong, Masayuki Tanaka, Takashi Shibata +1

The combined use of multiple modalities enables accurate pedestrian detection under poor lighting conditions by using the high visibility areas from these modalities together. The…