People

Faculty, graduate students, and undergraduate students collaborate across computer vision, machine learning, and applied image analysis.

Faculty

Faculty member leading the laboratory.

Hiroyasu UsamiLecturer　Ph.D. in Engineering
Hiroyasu Usami
Expertise: computer vision, artificial intelligence, cloud computing
Research themes: medical image processing, 3D shape reconstruction, edge-cloud cooperative architectures
Faculty profile researchmap ORCID

Second-year master students working toward their theses.

First-year master students developing research themes and presentations.

Fourth-year undergraduate students working on graduation research.

Third-year undergraduate students learning research fundamentals.

Former students who completed or graduated from the laboratory.

Koichiro Tajima
Koichiro Tajima
Master thesis: linear-complexity optimization through sparse graph construction and design of physics-informed STGNNs for building IoT applications

Yuui Ito
Yuui Ito
Bachelor thesis: visualization of retrieval behavior in fully local RAG and its effect on generated-answer quality
Nayuta Shimotsuji
Nayuta Shimotsuji
Bachelor thesis: stabilizing automatic educational question generation based on self-consistency in chain-of-thought reasoning
Fuuma Sugiura
Fuuma Sugiura
Bachelor thesis: construction and evaluation of a raindrop-removal dataset for rear-view vehicle cameras using geometric-optics simulation
Ayato Tsuboi
Ayato Tsuboi
Bachelor thesis: toward shape and reflectance estimation under natural illumination using polarization observations
Keisuke Hara
Keisuke Hara
Bachelor thesis: real-scale shape reconstruction by single-image self-supervised inverse rendering using light-source privileged information
Kai Yamada
Kai Yamada
Bachelor thesis: functional heartburn classification using multimodal deep learning with endoscopic images and clinical information

Daito Suzuki
Daito Suzuki
Bachelor thesis: feature engineering using spatial information and traffic data analysis
Kento Tsunoga
Kento Tsunoga
Bachelor thesis: server-load forecasting optimization through lagged regressors and AR-Net integration in NeuralProphet
Hiroki Tominari
Hiroki Tominari
Bachelor thesis: improving medical image segmentation accuracy through diffusion-model data augmentation
Yuki Nakashima
Yuki Nakashima
Bachelor thesis: communication-traffic prediction model combining spatial and temporal dependencies
Wataru Hashizume
Wataru Hashizume
Bachelor thesis: removing misestimated skeletons for environment-robust pose estimation
Kokona Hattori
Kokona Hattori
Bachelor thesis: GAN-based IBS diagnosis support through image translation, data augmentation, and inference stabilization
Riho Hibino
Riho Hibino
Bachelor thesis: digitizing handwritten medical data using OCR and AI for efficient data management
Shugo Yamasaki
Shugo Yamasaki
Bachelor thesis: design and evaluation of a highly available distributed cloud infrastructure using BGP and Kubernetes

Koichiro Tajima
Koichiro Tajima
Bachelor thesis: low-power CDN using LSTM and edge computing
Mizuki Doi
Mizuki Doi
Bachelor thesis: automatic IMT region extraction in carotid ultrasound images
Yuto Hayashi
Yuto Hayashi
Bachelor thesis: dynamic node scaler for a Kubernetes-based edge computing platform
Reiya Fukuoka
Reiya Fukuoka
Bachelor thesis: purpose-oriented prompts for image generative AI
Daiki Yamazaki
Daiki Yamazaki
Bachelor thesis: image-caption error correction using MiniGPT-v2 with object-recognition models

Haruki Yamane
Haruki Yamane
Master thesis: sample-region extraction in biomass ash dissolution image data using time-series information