Background

Research Areas

Our lab explores the frontiers of artificial intelligence, with a focus on computer vision and machine learning.

Image Compression, Restoration, and Recognition

Image Compression, Restoration, and Recognition

Ren Shibata: End-to-End Learning of Image Compression-Restoration and Recognition Models

Learn more
Deepfake Detection

Deepfake Detection

Toshiki Takase: Enhancing Deepfake Detection Accuracy with Wavelet Vision Transformer and Self-Supervised Learning

Learn more
Deep Reinforcement Learning + Image Prediction Model

Deep Reinforcement Learning + Image Prediction Model

Yoshiki Kato: Value-based deep reinforcement learning with an image prediction model

Learn more
Pose Estimation of Deformed AR Markers

Pose Estimation of Deformed AR Markers

Ukyo Asano, Takeru Koshi: Fast and accurate 3D pose estimation of deformed AR markers and implementation on embedded boards

Learn more
画像の圧縮復元・認識

画像の圧縮復元・認識

柴田蓮:画像の圧縮・復元モデルと認識モデルのEnd-to-End学習

Learn more
Deepfake検出

Deepfake検出

高瀬俊希:自己教師あり学習を導入したWavelet Vision TransformerによるDeepfake検出の高精度化

Learn more
変形ARマーカの位置・姿勢推定

変形ARマーカの位置・姿勢推定

浅野右京,合志武瑠:変形ARマーカの高速,高精度な3次元位置・姿勢推定と組み込みボードへの実装

Learn more
深層強化学習+画像予測モデル

深層強化学習+画像予測モデル

加藤誉基:画像予測モデルを導入した価値関数に基づく深層強化学習

Learn more