早稲田大学 基幹理工学部 応用数理学科 / School of Fundamental Science and Engineering, Applied Mathematics Major, Waseda University

早稲田大学大学院 基幹理工学研究科 情報理工・情報通信専攻 / Graduate School of Fundamental Science and Engineering, Computer Science and Communications Engineering Major, Waseda University
[ Advanced Multimedia Systems Lab. ]
[ Multimedia Seminar ]

Internship: AI engineer at Matsuo Institute (Aug. 2021 - )

Internship: AI researcher at NTT (Aug. 2023 - Aug. 2023)

Future Object Detection Using Frame Prediction
[ IEEE GCCE 2023 ] IEEE Xplore

Novel CNN approach for video prediction based on FitVid
[ IWAIT 2023 ]

Image Coding for Machines with Object Region Learning
[ IEEE CCNC 2024 ] IEEE Xplore, arXiv

Scalable Image Coding for Humans and Machines Using Feature Fusion Network
[ IEEE MMSP 2024 ] arXiv

VVC Extension Scheme for Object Detection Using Contrast Reduction
[ IEEE GCCE 2023 ] IEEE Xplore, arXiv

Accuracy Improvement of Object Detection in VVC Coded Video Using YOLO-v7 Features
[ IEEE IICAIET 2023 ] IEEE Xplore, arXiv

Super Resolution for QR Code Images
[ IEEE GCCE 2022 ] IEEE Xplore

Image Coding for Machines with Edge Information Learning Using Segment Anything
[ IEEE ICIP 2024 ] IEEE Xplore, arXiv

Refining Coded Image in Human Vision Layer Using CNN-Based Post-Processing
[ IEEE GCCE 2024 ] arXiv

Object Detection Method for Drone Videos Using Optical Flow
[ IEVC 2024 ]

Data Augmentation with 3D-rendered Models for Livestock Recognition Using Drone Footage
[ IEVC 2024 ]

Accuracy Consistency of Object Detection With Contrast Reduction by Pixel Value Limitation
[ IEEE GCCE 2023 ] IEEE Xplore

Cross-Frame Attention を用いた映像補間モデルの一検討
[ ITE annual conv. 2024 ]

YOLOV を用いた物体予測検出の一検討
[ IEICE general conf. 2023 ]

VVC と CNN を組み合わせた YOLO-v7 のための映像符号化手法
[ IEICE general conf. 2023 ]

符号化雑音環境下における物体検出精度の改善手法
[ PCSJ2022 ]

特徴量差分を用いた視聴と画像認識のための階層画像符号化
[ PCSJ2024 ]

行動条件付け VideoGPT の構築と検証
[ JSAI 2023]

世界モデルにおけるモデルサイズに対するスケーリング則
[ JSAI 2023]

VideoGPT のデータセットサイズに関するスケーリング則
[ JSAI 2023]