Junji Otsuka

5 papers · 2023–2026 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12)

Venues

CVPR (3) ICCV (1) WACV (1)

Top co-authors

Atsushi Irie (3) Masakazu Yoshimura (3) Takeshi Ohashi (3) Daisuke Iso (2) Radu Berdan (2) Christoph Reinders (2) Beril Besbinar (2) Zitang Sun (1)

Research topics

Computer Vision (5) Machine Learning (4) Processing (3) Core Methods (2) Artificial Intelligence (1) Deep Learning (1) Analysis (1) Application Areas (1) Core AI (1) Domain-Specific (1) Generation (1) Learning Types (1) Models (1) Optimization & Theory (1)

Keywords

object detection (3) raw image (2) computer vision (2) data augmentation (1) image synthesis (1) image reconstruction (1) computational efficiency (1) stratified sampling (1) noise modeling (1) image recognition (1) parameter tuning (1) diffusion model (1) sample selection (1) edge computing (1) data curation (1) average precision (1) image signal processor (1) image signal processing (1) sensor simulation (1) rgb guidance (1)

Papers

Online Data Curation for Object Detection via Marginal Contributions to Dataset-level Average Precision CVPR 2026 RAW-Diffusion: RGB-Guided Diffusion Models for High-Fidelity RAW Image Generation WACV 2025 ReRAW: RGB-to-RAW Image Reconstruction via Stratified Sampling for Efficient Object Detection on the Edge CVPR 2025 DynamicISP: Dynamically Controlled Image Signal Processor for Image Recognition ICCV 2023 Rawgment: Noise-Accounted RAW Augmentation Enables Recognition in a Wide Variety of Environments CVPR 2023