2021年

2021年に出版された査読付き学術論文誌、査読付き国際会議、国内学会における発表論文 (代表的な論文のみ) を紹介します。

査読付き学術論文誌 (Journal Paper)

User-centric Multimodal Feature Extraction for Personalized Retrieval of Tumblr Posts

Kazuma Ohtomo, Ryosuke Harakawa, Takahiro Ogawa, Miki Haseyama, and Masahiro Iwahashi
Multimedia Tools and Applications

Image Adjustment for Multi-exposure Images Based on Convolutional Neural Networks

Isana Funahashi, Taichi Yoshida, Xi Zhang, and Masahiro Iwahashi
IEICE Trans. Information and Systems

Development of System to Classify Speckle Images for Visual Inspection of Cutlery

Tadaaki Isobe, Yuya Takimoto, Ryosuke Harakawa, Masahiro Iwahashi
ITE Trans. Media Technology and Applications (ITE MTA)

Fully Automated Unsupervised Artifact Removal in Multichannel EEG Using Wavelet-ICA with DBSCAN

Chong Yeh Sai, Norrima Mokhtar, Masahiro Iwahashi, Paul Cumming, and Hamzah Arof
IET Signal Processing

Ranking of Importance Measures of Tweet Communities: Application to Keyword Extraction from COVID-19 Tweets in Japan

Ryosuke Harakawa and Masahiro Iwahashi
IEEE Trans. Computational Social Systems (IEEE TCSS)

Hue-based gray coding method for three-dimensional surface measurement of cutlery with specular reflection

Yuya Takimoto, Ryosuke Harakawa, Masahiro Iwahashi
IEEE Trans. Circuits and Systems for Video Technology (IEEE TCSVT)

Perceived Image Decoding from Brain Activity Using Shared Information of Multi-subject fMRI Data

Yusuke Akamatsu, Ryosuke Harakawa, Takahiro Ogawa, Miki Haseyama
IEEE Access

Noise Bias Compensation for Color Images after Tone Mapping

Sayaka Minewaki, Yo Umeki, Ryosuke Harakawa, Masahiro Iwahashi
ITE Trans. Media Technology and Applications (ITE MTA)

Personalized Recommendation of Tumblr Posts Using Graph Convolutional Networks with Preference-aware Multimodal Features

Kazuma Ohtomo, Ryosuke Harakawa, Takahiro Ogawa, Miki Haseyama, Masahiro Iwahashi
ITE Trans. Media Technology and Applications (ITE MTA)

査読付き国際会議 (International Conference)

MULTI-VIEW VARIATIONAL AUTOENCODER FOR CLASSIFICATION ROBUST AGAINST IRRELEVANT DATA

Daichi Nishikawa, Ryosuke Harakawa, Masahiro Iwahashi
in Proc. Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC 2021)

PRODUCT QUANTIZATION TO REDUCE ENTROPY OF LABELS FOR FAST AND ACCURATE IMAGE RETRIEVAL

Fuga Nakamura, Ryosuke Harakawa, Masahiro Iwahashi
in Proc. Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC 2021)

Sequential Recommender System of Educational Contents with End-to-End Title Feature Extraction for Reducing Utility Gap

Kazuma Ohtomo, Ryosuke Harakawa, Masaki Iisaka, Masahiro Iwahashi
in Proc. IEEE Global Conf. Consumer Electronics (GCCE 2021)

Word Clustering Using Graphical Lasso-Guided PCA for Trend Analysis of COVID-19

Tsutomu Ito, Ryosuke Harakawa, Masahiro Iwahashi
in Proc. IEEE Global Conf. Consumer Electronics (GCCE 2021)

Learning from Noisy Labeled Samples Using Prediction Norm for Image Classification

Daiki Okamura, Ryosuke Harakawa, Masahiro Iwahashi
in Proc. IEEE Int. Conf. Systems, Man, and Cybernetics (SMC 2021)

Hierarchical clustering of natural disaster images using visual features

Ryosuke Harakawa, Kazuma Ohtomo, Koki Takahashi, Yoko Matsuda, Masahiro Iwahashi
in Proc. IEEE Global Conf. Life Sciences and Technologies (LifeTech)

国内学会 (Domestic Conference)

多焦点画像合成を用いた油脂面積及び油脂量の推定

植田聖也, 井谷綾花, 原川良介, 小笠原渉, 岩橋政宏
電子情報通信学会 信越支部大会

輪郭適応型正則化による乱流火炎の断層像再構成

三浦能亜, 原川良介, 門脇敏, 岩橋政宏
電子情報通信学会 信越支部大会

教育コンテンツの画像およびテキスト特徴がユーザの閲覧行動に与える影響の一考察

大友一馬, 原川良介, 飯坂正樹, 岩橋政宏
電子情報通信学会 信越支部大会

教育コンテンツの制約付きクラスタリングに関する検討

高橋皓暉, 原川良介, 飯坂正樹, 岩橋政宏
電子情報通信学会 信越支部大会

画像分類のための予測ノルムを用いたノイジーラベルデータに頑健なCNN

岡村大樹,原川良介,岩橋政宏
画像の認識・理解シンポジウム (MIRU)

その他 (Others)

  1. 瀧本 裕也, 原川 良介, 岩橋 政宏, “光沢物の三次元形状計測のための色相グレイコード法,” 画像ラボ, vol. 32, no. 2, pp. 19-25, 2021年2月号.

受賞 (Awards)

  1. Ryosuke Harakawa, Kazuma Ohtomo, Koki Takahashi, Yoko Matsuda, Masahiro Iwahashi, “3rd Prize, IEEE LifeTech 2021 Excellent Paper Awards for Oral Presentation”
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