Research field (2):
Perceptual information processing
, Measurement engineering
Research theme for competitive and other funds (8):
2023 - 2024 車載カメラ映像を対象とした事故危険予測のための注視領域の推定
2020 - 2021 夜間野菜収穫用人工太陽光照明システムの試作開発
2014 - 2017 Query Prediction for Query-by-Sketch Image Retrieval
2010 - セマンティックギャップを軽減する対話型スケッチ画像検索へのデータマイニングの応用
2009 - セマンティックギャップを軽減する対話型スケッチ画像検索へのデータマイニングの応用
2007 - 対話型スケッチ画像検索への知識発見手法の応用
2006 - 対話型スケッチ画像検索への知識発見手法の応用
2004 - データマイニング手法を用いたスケッチ画像検策
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Papers (45):
R. Sultana, G. Ohashi. GAN-based Image Translation Model with Self-attention for Nighttime Dashcam Data Augmentation. IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences. 2023. 9
R. Sultana, G. Ohashi. Prediction of Driver’s Visual Attention in Critical Moment using Optical Flow. IEICE Transactions on Information and Systems. 2023. 5
M. Yamamoto, R. Sultana, G. Ohashi. Nighttime Traffic Sign and Pedestrian Detection Using RefineDet with Time-Series Information. IEEJ Transactions on Electrical and Electronic Engineering. 2023. 3
K. Ishida, Y. Takena, Y. Nota, R. Mochizuki, I. Matsumura, G. Ohashi. SA-PatchCore: Anomaly Detection in Dataset With Co-Occurrence Relationships Using Self-Attention. IEEE Access. 2023. 3232-3240
2021/05 - Technical Committee on Industrial Application of Image Processing, Japan Society for Precision Engineering (JSPE) Quality Control by Artificial Vision(QCAV2021) Best Paper Award Pre-training Dataset Generation for Classifying Beams of Vehicle Headlights from Nighttime Camera Image
2021/04 - Society for Information Display 2021 SID Special Recognition Award