Nobuhiko Wakai | Researchers | Panasonic AI | Panasonic Research and Development on Artificial Intelligence (AI) - Panasonic

Nobuhiko Wakai

Nobuhiko Wakai

Nobuhiko Wakai

Ph.D. in Computational Biology
Platform Division, Panasonic Holdings Corporation

His research interests are image recognition, image processing, and data analysis using deep learning. He presented his work at international conferences and workshops, such as CVPR, ECCV, and ICCV Workshop. On the basis of mathematical theories, he widely studies image processing and data analysis. He specializes in deep learning, computer vision, data analysis, and numerical simulations. He received the Dean's Award for Outstanding Achievement Doctoral Course, Graduate School of Frontier Sciences, The University of Tokyo (2013).

*The department is where the interviewee belonged to at that time

Publications

The IEEE/CVF Conference on Computer Vision and Pattern Recognition（CVPR2024）

Deep Single Image Camera Calibration by Heatmap Regression to Recover Fisheye Images Under Manhattan World Assumption

Nobuhiko Wakai, Satoshi Sato, Yasunori Ishii, Takayoshi Yamashita
Link: https://openaccess.thecvf.com/content/CVPR2024/html/Wakai_Deep_Single_Image_Camera_Calibration_by_Heatmap_Regression_to_Recover_CVPR_2024_paper.html
Project Page: https://github.com/panasonic-ai/manhattan-deep-calib
Panasonic News Room: [Panasonic Newsroom Japan] Panasonic Holdings Develops Fisheye Camera Angle Estimation Technology Applying Pose Estimation, Supporting Accurate Positioning and Navigation in Physical Spaces
2024/6/17
European Conference on Computer Vision (ECCV) 2022

Rethinking Generic Camera Models for Deep Single Image Camera Calibration to Recover Rotation and Fisheye Distortion

Nobuhiko Wakai, Satoshi Sato, Yasunori Ishii and Takayoshi Yamashita
Link: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/4185_ECCV_2022_paper.php
Project page: https://github.com/panasonic-ai/rethinking-generic-camera-models
Panasonic News Room: [Press Release] Panasonic Holdings Develops Advanced AI Technology, Accepted to ECCV2022, and IROS2022, Top Conferences in the Field of AI and Robotics
2022/10/27
IEEE/CVF International Conference on Computer Vision Workshop (ICCVW) 2021 "Physics Based Vision Meets Deep Learning (PBDL)"

Deep Single Fisheye Image Camera Calibration for Over 180-degree Projection of Field of View

Nobuhiko Wakai, Takayoshi Yamashita
Link: https://openaccess.thecvf.com/content/ICCV2021W/PBDL/papers/Wakai_Deep_Single_Fisheye_Image_Camera_Calibration_for_Over_180-Degree_Projection_ICCVW_2021_paper.pdf
2021/10/11
IEEE International Conference on Machine Vision and Applications (MVA) 2021

Multiple Fisheye Camera Calibration and Stereo Measurement Methods for Uniform Distance Errors throughout Imaging Ranges

Nobuhiko Wakai, Takeo Azuma, Kunio Nobori
Link: https://ieeexplore.ieee.org/document/9511376
2021/7/27
IEEE International Conference on Machine Vision and Applications (MVA) 2017

Compressive Color Sensing Using Random Complementary Color Filter Array

Satoshi Sato, Nobuhiko Wakai, Kunio Nobori, Takeo Azuma, Takamichi Miyata, Makoto Nakashizuka
Link: http://www.mva-org.jp/Proceedings/2017USB/papers/04-02.pdf
2017/5/8

BLOG

Rethinking Generic Camera Models for Deep Single Image Camera Calibration at ECCV2022

https://tech-ai.panasonic.com/en/blog_page.html?id=20221130