Publications
International Conference
1st author
SPEAR: Staged Pre-training and Expert Adapter Routing for Generalizable Optical Flow Learning
under review
Image Coding for Object Recognition Tasks Based on Contour Feature Learning with Flexible Object Selection
under review
Guided Diffusion for the Extension of Machine Vision to Human Visual Perception
under review arXiv
Delta-ICM: Entropy Modeling with Delta Function for Learned Image Compression
IEEE ICCE 2025 IEEE Xplore arXiv
Image Coding for Machines with Edge Information Learning Using Segment Anything
IEEE ICIP 2024 IEEE Xplore arXiv
Scalable Image Coding for Humans and Machines Using Feature Fusion Network
IEEE MMSP 2024 IEEE Xplore arXiv
Refining Coded Image in Human Vision Layer Using CNN-Based Post-Processing
IEEE GCCE 2024 IEEE Xplore arXiv
Object Detection Method for Drone Videos Using Optical Flow
IEVC 2024
Image Coding for Machines with Object Region Learning
IEEE CCNC 2024 IEEE Xplore 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
2nd author
VFI-LoRA : Leveraging Video Diffusion Models for Video Interpolation Through LoRA Finetuning
under review
Neural Video Representation for Redundancy Reduction and Consistency Preservation
IEEE ICCE 2025 IEEE Xplore arXiv
Data Augmentation with 3D-rendered Models for Livestock Recognition Using Drone Footage
IEVC 2024
Future Object Detection Using Frame Prediction
IEEE GCCE 2023 IEEE Xplore
Accuracy Consistency of Object Detection With Contrast Reduction by Pixel Value Limitation
IEEE GCCE 2023 IEEE Xplore
Novel CNN approach for video prediction based on FitVid
IWAIT 2023
Others
Classification in Japanese Sign Language Based on Dynamic Facial Expressions
IEEE GCCE 2024
Integrating QR Code Characteristics Into Super-Resolution Method
IEEE GCCE 2024
Publications
Domestic Conference (Japan)
1st author
Evaluation of Face Recognition Accuracy in Decoded Images for Machines Vision
IPSJ national conv. 2025
Assessing the Effectiveness of ICM Method for Privacy Protection
PCSJ 2024
Video Representation Based on Dynamic Shifts in Pixel Values
ITE annual conv. 2024
Video Coding Scheme for YOLO-v7 Combining VVC and CNN
IEICE general conf. 2023
A Method for Improving Object Detection Accuracy in Coding Noise Environment
PCSJ 2022
2nd author
Video Frame Interpolation Using Pretrained Diffusion Model
IPSJ national conv. 2025
A Study of Spatially and Temporally Consistent Video Representation
PCSJ 2024
Scalable Image Coding for Humans and Machines Using Feature Differences
PCSJ 2024
A Method for Video Frame Interpolation Using Cross-Frame Attention
ITE annual conv. 2024
A Study on Future Object Detection Using YOLOV
IEICE general conf. 2023