Mengbo You
Iwate University
Machine Learning
Pattern Recognition
Image Processing
Point Cloud Processing
About
I am currently an assistant professor in the Faculty of Science and Engineering, Iwate University, Japan. (Aug., 2022 ~ ).
My current research interests include machine learning, unsupervised feature selection, hyper-spectral image processing, 3D point cloud processing, and deep learning.
Publications & Projects
2022~2023
Mengbo You, Kouichi Konno, Atsushi Noguchi, Ryosuke Nakamura, Yuichi Takata
A Study on Predicting the Distribution of Iwasesenzuka-Kofun with CNN
The 15th International Conference on the Frontiers of Information Technology, Applications and Tools (FITAT2023). [link]
Mengbo You, Kouichi Konno
Matching up Stone Tools and Storage Bag using Image Identification with CNN
NICOGRAPH International 2023. [link]
Mengbo You, Aihong Yuan, Min Zou, Kouichi Konno
Robust Unsupervised Hyperspectral Band Selection via Global Affinity Matrix Reconstruction
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 16, pp. 7374-7384, 2023. [link]
Mengbo You, Kouichi Konno
A Study on Selecting the Optimal Number of Features for Clustering without Label Information
International Workshop on Advanced Image Technology 2023 (IWAIT 2023). [link]
Earlier
Mengbo You, Takuya Akashi
Multi-view Face Detection using Frontal Face Detector Only
IEEJ Transactions on Electrical and Electronic Engineering, Vol.13, No.7, pp.?-?, 2017
Mengbo You, Takuya Akashi
Multi-view Face Detection using Flipping Scheme [pdf]
Irish Machine Vision and Image Processing Conference 2014 (IMVIP 2014), Derry-Londonderry, Northern Ireland, 27-29 August 2014
Mengbo You, Toshiyuki Yamane, Hiroshi Tomita, Eriko Sugano, Takuya Akashi
A Novel Rat Head Gaze Determination System Based on Optomotor Responses
PLOS ONE 12(4): e0176633. [link]
International Conference
Mengbo You, Takuya Akashi
Profile Face Detection using Flipping Scheme with Genetic Algorithm [pdf]
The 10th Asian Control Conference 2015 (ASCC 2015), pp.2462-2467, Kota Kinabalu, MALAYSIA, 31 May-3 June, 2015
Mengbo You, Cheng Cai, Huiling Ma
Apple Internal Quality Classification Based on Electronic Signal Analysis Using Sparse Principal Component Analysis [pdf]
The 2011 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC 2011), Xi’an, China, 2011
Cheng Cai, Mengbo You
Weed Seeds Classification Based on Supervised Locally Linear Embedding [pdf]
The 2010 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC 2010), Singapore, December, 2010
Mengbo You, Cheng Cai
Weed seeds classification based on PCA, 2DPCA, column-directional 2DPCA and (2D)2PCA [pdf]
The 2009 International Asia Symposium on Intelligent Interaction and Affective Computing (ASIA 2009), Wuhan, China, December, 2009
Mengbo You, Cheng Cai
Wood classification based on PCA, 2DPCA, (2D)2PCA and LDA [pdf]
The 2009 International Symposium on Knowledge Acquisition and Modeling (KAM 2009), Wuhan, China, November, 2009
Domestic Conference
Mengbo You, Haitian Sun, Takuya Akashi
Transformation from Frontal Face Detector to Multi-view Face Detector by Mirror Reversal
電気学会電子・情報・システム部門大会 (C部門大会), 2017/9/6~9, (香川県高松市 )
Mengbo You, Takuya Akashi
Effective Utilization of Frontal Face Learning Result
平成29年度 第2回芸術科学会東北支部研究会, 2017/9/2, (秋田市、報告セッション)
Mengbo You, Takuya Akashi
Surface Flaw Extraction using Linear Feature
Dynamic Image Processing for real Application workshop 2017 (DIA2017), 2017/03/09~10 [pdf]
南川千春, 加藤成将, Mengbo You, 明石卓也
画像センシングによるさんま傷検出
ライフサポートと震災復興【一般公開セッション】, Life2016, 2016/09/05
機器デモ展示ショートオーラル: 共同研究 (株式会社伊藤工作所 / 鎌田水産株式会社)
画像処理を用いたさんまの仕分け工程における自動化装置の開発
動的画像処理実利用化ワークショップ2016 (DIA2016), E-6, 2016/03/07~08
荻荘裕太, 游 梦博, 明石卓也
Active Appearance Modelを用いたARマーカーの姿勢推定
動的画像処理実利用化ワークショップ2016 (DIA2016), IS2-B8, 2016/03/07~08
伊藤優太, 游 梦博, 那須川徳博, 明石卓也
登山コース画像の消失点におけるガボールフィルタのパラメータ比較
平成27年度芸術科学会東北支部大会, 2016/01/23
Award
日山拓海，菊田真基，石澤亮太，千倉健太，藤原聖太 , 游 梦博
「千光花火」
アート＆テクノロジー東北2017 (Art & Technology Tohoku 2017), 審査員特別賞 (Special Jury Prize), 2017/07/01