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Research on Fine-grained 3D Shape Similarity Search and Automatic Captioning using Deep Learning

Research Project

Project/Area Number 17H01746
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Multimedia database
Research InstitutionToyohashi University of Technology

Principal Investigator

Aono Masaki  豊橋技術科学大学, 工学(系)研究科(研究院), 教授 (00372540)

Project Period (FY) 2017-04-01 – 2021-03-31
Project Status Completed (Fiscal Year 2020)
Budget Amount *help
¥13,650,000 (Direct Cost: ¥10,500,000、Indirect Cost: ¥3,150,000)
Fiscal Year 2020: ¥2,860,000 (Direct Cost: ¥2,200,000、Indirect Cost: ¥660,000)
Fiscal Year 2019: ¥2,730,000 (Direct Cost: ¥2,100,000、Indirect Cost: ¥630,000)
Fiscal Year 2018: ¥3,640,000 (Direct Cost: ¥2,800,000、Indirect Cost: ¥840,000)
Fiscal Year 2017: ¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Keywords三次元形状類似検索 / 部分形状表現 / 三次元部分形状検索 / 3Dシーン / 3Dアセンブリ / 自動注釈付与 / 部分形状抽出 / 部分形状検索 / 3D検索 / アセンブリ形状モデル / 連結表現 / 注釈付与 / 物体検出 / 深層学習 / 3D形状 / マルチモーダル / 部分検索 / 自動注釈 / 静止物体認識 / 物体位置推定 / 移動物体検出 / 3D形状類似検索 / ベンチマーク / 3D / 検索 / 分類 / 3D形状類似検索 / 3Dシーン / 形状特徴量
Outline of Final Research Achievements

In this research, we have developed a fine-grained 3D shape-like search method based on deep learning, proposed new partial shape representations and a method for automatic annotation for objects in 3D scene. The target data is consists of a large amount of 3D objects typically seen in 3D scenes and 3D assembly databases.
First, we have developed a TVS (Tri-projection Voxel Splatting) method that can recognize 3D scenes with high precision. Second, we have developed a TBPSR (Topology Based Partial Shape Retrieval) method based on topological structure. Finally, by adding POS (Part-Of-Speech) information to the annotation during training stage, we have developed a novel automatic annotation method for highly accurate 3D scene images.

Academic Significance and Societal Importance of the Research Achievements

小規模~中規模の3Dデータ(データ数1万以下)のものでは、高精度な三次元形状類似検索が知られていたが、本研究を通して10万~100万程度のビッグデータかつ複雑な3Dデータに対して、細粒度な検索が可能な部分形状を定義できた。このことで、機械部品、輸送用機械に代表される製造業や建築産業に対して、大規模な3Dデータから、小領域空間にある部分形状だけ与えて、それを含む複雑な3Dシーンや3Dアセンブリが高精度に検索できるようになった。今回開発したスケーラブルな部分検索手法は我々が知る限り、実用化されていない。また、自動注釈付与技術は、膨大な3Dデータを管理するシステムに付加価値を与えてくれる意義を持つ。

Report

(5 results)
  • 2020 Annual Research Report   Final Research Report ( PDF )
  • 2019 Annual Research Report
  • 2018 Annual Research Report
  • 2017 Annual Research Report
  • Research Products

    (91 results)

All 2021 2020 2019 2018 2017 Other

All Journal Article (9 results) (of which Int'l Joint Research: 6 results,  Peer Reviewed: 8 results,  Open Access: 1 results,  Acknowledgement Compliant: 1 results) Presentation (73 results) (of which Int'l Joint Research: 28 results,  Invited: 2 results) Remarks (3 results) Patent(Industrial Property Rights) (6 results)

  • [Journal Article] Exploiting Transfer Learning and Hand-Crafted Features in a Unified Neural Model for Identifying Actionable Informative Tweets2021

    • Author(s)
      Chy Abu Nowshed、Siddiqua Umme Aymun、Aono Masaki
    • Journal Title

      Journal of Information Processing

      Volume: 29 Issue: 0 Pages: 16-29

    • DOI

      10.2197/ipsjjip.29.16

    • NAID

      130007968942

    • ISSN
      1882-6652
    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Coverage-based query subtopic diversification leveraging semantic relevance2020

    • Author(s)
      Shajalal Md.、Aono Masaki
    • Journal Title

      Knowledge and Information Systems

      Volume: 62 Issue: 7 Pages: 2873-2891

    • DOI

      10.1007/s10115-020-01470-3

    • Related Report
      2020 Annual Research Report 2019 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Multi-Label Multi-Class Action Recognition With Deep Spatio-Temporal Layers Based on Temporal Gaussian Mixtures2020

    • Author(s)
      Joefrie Yuri Yudhaswana、Aono Masaki
    • Journal Title

      IEEE Access

      Volume: 8 Pages: 173566-173575

    • DOI

      10.1109/access.2020.3025931

    • Related Report
      2020 Annual Research Report 2019 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Tweet Stance Detection Using Multi-Kernel Convolution and Attentive LSTM Variants2019

    • Author(s)
      SIDDIQUA Umme Aymun、CHY Abu Nowshed、AONO Masaki
    • Journal Title

      IEICE Transactions on Information and Systems

      Volume: E102.D Issue: 12 Pages: 2493-2503

    • DOI

      10.1587/transinf.2019EDP7080

    • NAID

      130007754470

    • ISSN
      0916-8532, 1745-1361
    • Year and Date
      2019-12-01
    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Semantic textual similarity between sentences using bilingual word semantics2019

    • Author(s)
      Shajalal Md.、Aono Masaki
    • Journal Title

      Progress in Artificial Intelligence

      Volume: 8 Issue: 2 Pages: 263-272

    • DOI

      10.1007/s13748-019-00180-4

    • Related Report
      2019 Annual Research Report 2018 Annual Research Report
  • [Journal Article] Microblog Retrieval Using Ensemble of Feature Sets through Supervised Feature Selection2017

    • Author(s)
      Abu Nowshed Chy, Md Zia Ullah and Masaki Aono
    • Journal Title

      IEICE Transactions on Information and Systems

      Volume: E100.D Issue: 4 Pages: 793-806

    • DOI

      10.1587/transinf.2016DAP0032

    • NAID

      130005529887

    • ISSN
      0916-8532, 1745-1361
    • Related Report
      2018 Annual Research Report 2017 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Super-vector coding features extracted from both depth buffer and view-normal-angle images for part-based 3D shape retrieval2017

    • Author(s)
      Shoki Tashiro, Atsushi Tatsuma, and Masaki Aono
    • Journal Title

      Multimedia Tools and Applications

      Volume: 76 Issue: 21 Pages: 22059-22076

    • DOI

      10.1007/s11042-017-4801-z

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Volumetric Spiral Scan Orderによる三次元考古遺物モデルの類似検索2017

    • Author(s)
      濵田和真,立間淳司, 青野雅樹
    • Journal Title

      情報処理学会論文誌

      Volume: 10 Pages: 1-7

    • NAID

      170000148699

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Bi-linearly weighted fractional max pooling2017

    • Author(s)
      Siang Thye Hang and Masaki Aono
    • Journal Title

      Multimedia Tools and Applications

      Volume: 76 Issue: 21 Pages: 22095-22117

    • DOI

      10.1007/s11042-017-4840-5

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Presentation] 軽量・高精度な物体検出が可能な Feature Sharing Network (FSN) の提案2021

    • Author(s)
      山重雄哉, 青野雅樹
    • Organizer
      第13回データ工学と情報マネジメントに関するフォーラム (DEIM2021)
    • Related Report
      2020 Annual Research Report
  • [Presentation] Attentive Normalizationを拡張した3Dメッシュの自動生成2021

    • Author(s)
      深津佑大, 青野雅樹
    • Organizer
      信学技報 (パターン認識・メディア理解研究会), vol. 120, no. 409, PRMU2020-69
    • Related Report
      2020 Annual Research Report
  • [Presentation] 拡張型Attention機構を導入した顕著物体検出と画像合成への応用2021

    • Author(s)
      山内良介, 青野雅樹
    • Organizer
      信学技報 (パターン認識・メディア理解研究会), vol. 120, no. 409, PRMU2020-71
    • Related Report
      2020 Annual Research Report
  • [Presentation] 姿勢推定モデルに基づくスポーツ動画の動作分類2021

    • Author(s)
      佐藤荘一郎, 青野雅樹
    • Organizer
      信学技報 (パターン認識・メディア理解研究会), vol. 120, no. 409, PRMU2020-76
    • Related Report
      2020 Annual Research Report
  • [Presentation] 画像特徴量抽出と特徴量合成に基づく医療画像データに対するVQA2021

    • Author(s)
      馬田英雄, 青野雅樹
    • Organizer
      信学技報 (パターン認識・メディア理解研究会), vol. 120, no. 409, PRMU2020-81
    • Related Report
      2020 Annual Research Report
  • [Presentation] FPNを導入したMobileNetによるSemantic Segmentation手法2021

    • Author(s)
      杉本祐基, 青野雅樹
    • Organizer
      信学技報 (パターン認識・メディア理解研究会), vol. 120, no. 409, PRMU2020-91
    • Related Report
      2020 Annual Research Report
  • [Presentation] 深層学習を用いた複数国の道路標識分類2021

    • Author(s)
      QUY TRAN VAN, 佐藤荘一朗, 浅川徹也, 青野雅樹
    • Organizer
      電子情報通信学会総合大会
    • Related Report
      2020 Annual Research Report
  • [Presentation] ビジュアルアテンションと品詞の情報を用いた画像に対する日本語キャプションの生成2021

    • Author(s)
      常田陸史, 青野雅樹
    • Organizer
      電子情報通信学会総合大会
    • Related Report
      2020 Annual Research Report
  • [Presentation] 深層学習を用いた結核患者の胸部CT画像によるマルチラベル・マルチアクシスでの病症推定2021

    • Author(s)
      浅川徹也, 青野雅樹
    • Organizer
      信学技報 (医用画像研究会), vol. 120, no. 431, MI2020-64
    • Related Report
      2020 Annual Research Report
  • [Presentation] L2-constrained Focal Lossを導入したBERTによる文書の著者推定2021

    • Author(s)
      落合晃汰, 青野雅樹
    • Organizer
      言語処理学会第27回年次大会
    • Related Report
      2020 Annual Research Report
  • [Presentation] Stance Classification and Rumor Analysis: Using New Dialog-Act Features and Augmenting Input Tweets2020

    • Author(s)
      Tavanleuang Vanta and Masaki Aono
    • Organizer
      7th International Conference on Advanced Informatics: Concepts, Theory and Applications (ICAICTA2020)
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] ImageCLEF 2020: Deep Learning for Tuberculosis in Chest CT Image Analysis based on multi-axis projections2020

    • Author(s)
      Tetsuya Asakawa and Masaki Aono
    • Organizer
      CLEF 2020
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Kdevqa at VQA-Med 2020: Focusing on GLU-Based Classfication2020

    • Author(s)
      Hideo Umada and Masaki Aono
    • Organizer
      CLEF 2020
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Visual Sentiment Analysis for Few-Shot Image Classification based on Metric Learning2020

    • Author(s)
      Tetsuya Asakawa and Masaki Aono
    • Organizer
      Asia-Pacific Signal and Information Processing Association Annual Summit and Conference 2020 (APSIPA2020)
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Part-in-Whole type 3D Partial Shape Retrieval based on Connected Faces with PointNet Features2020

    • Author(s)
      Masaki Aono and Wataru Iwabuchi
    • Organizer
      Asia-Pacific Signal and Information Processing Association Annual Summit and Conference 2020 (APSIPA2020)
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] KDE SenseForce at SemEval-2020 Task 4: Exploiting BERT for Commonsense Validation and Explanation2020

    • Author(s)
      Khanddorj Mendbayar and Masaki Aono
    • Organizer
      SemEval 2020, Proceedings of the fourteenth Workshop on Semantic Evaluation
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] KDEhumor at SemEval-2020 Task 7: A Neural Network Model for Detecting Funniness in Dataset Humicroedit2020

    • Author(s)
      Rida Miraj and Masaki Aono
    • Organizer
      SemEval 2020, Proceedings of the fourteenth Workshop on Semantic Evaluation
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] KCSECU_KDE_MA at SemEval-2020 Task 8: A Neural Attention Model for Memotion Analysis2020

    • Author(s)
      Abu Nowshed Chy, Umme Aymun Siddiqua, and Masaki Aono
    • Organizer
      SemEval 2020, Proceedings of the fourteenth Workshop on Semantic Evaluation
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Leveraging Human Pose Estimation Model for Stroke Classification in Table Tennis2020

    • Author(s)
      Soichiro Sato and Masaki Aono
    • Organizer
      MediaEval 2020
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 時空間情報を考慮した動画からの複数動作の同時検出手法2020

    • Author(s)
      杉山裕哉, 青野雅樹
    • Organizer
      第12回データ工学と情報マネジメントに関するフォーラム(DEIM2020)
    • Related Report
      2020 Annual Research Report 2019 Annual Research Report
  • [Presentation] BREPの面隣接情報に基づいた部分形状抽出による三次元モデルの部分形状類似検索2020

    • Author(s)
      岩淵渉, 青野雅樹
    • Organizer
      第12回データ工学と情報マネジメントに関するフォーラム(DEIM2020)
    • Related Report
      2020 Annual Research Report
  • [Presentation] ラベルマップを用いて学習したCNNによる地理情報と環境情報からの生物種推定,2020

    • Author(s)
      竹ノ内達哉, 青野雅樹
    • Organizer
      第12回データ工学と情報マネジメントに関するフォーラム(DEIM2020)
    • Related Report
      2020 Annual Research Report
  • [Presentation] Self-Attention機構に着目した顕著領域の抽出とNeural Style Transferへの応用2020

    • Author(s)
      山内良介, 青野雅樹
    • Organizer
      第12回データ工学と情報マネジメントに関するフォーラム(DEIM2020)
    • Related Report
      2020 Annual Research Report 2019 Annual Research Report
  • [Presentation] 多視点で撮影された動画を用いた技能判定2020

    • Author(s)
      佐藤荘一朗, 青野雅樹
    • Organizer
      第12回データ工学と情報マネジメントに関するフォーラム(DEIM2020)
    • Related Report
      2020 Annual Research Report 2019 Annual Research Report
  • [Presentation] 質問のパターンに着目した医療分野におけるVisual QAの検討2020

    • Author(s)
      馬田英雄, 青野雅樹
    • Organizer
      第12回データ工学と情報マネジメントに関するフォーラム(DEIM2020)
    • Related Report
      2020 Annual Research Report 2019 Annual Research Report
  • [Presentation] Attentionと意味情報補強処理による高速な物体検出手法の提案2020

    • Author(s)
      山重雄哉, 青野雅樹
    • Organizer
      第12回データ工学と情報マネジメントに関するフォーラム(DEIM2020)
    • Related Report
      2020 Annual Research Report 2019 Annual Research Report
  • [Presentation] Neural Landmark Transferによる機械部品の打痕画像生成手法2020

    • Author(s)
      山口裕希, 青野雅樹
    • Organizer
      第12回データ工学と情報マネジメントに関するフォーラム(DEIM2020)
    • Related Report
      2020 Annual Research Report 2019 Annual Research Report
  • [Presentation] Transformer Decoderを用いた料理画像からの料理名と食材の同時推定2020

    • Author(s)
      名髙祐輔, 青野雅樹
    • Organizer
      第12回データ工学と情報マネジメントに関するフォーラム(DEIM2020)
    • Related Report
      2020 Annual Research Report 2019 Annual Research Report
  • [Presentation] Self-Attention機構を用いた文章からの画像生成手法2020

    • Author(s)
      川會悠生, 青野雅樹
    • Organizer
      第12回データ工学と情報マネジメントに関するフォーラム(DEIM2020)
    • Related Report
      2020 Annual Research Report 2019 Annual Research Report
  • [Presentation] OffensEval データセットを用いたツイートの攻撃性の有無およびターゲット推定2020

    • Author(s)
      花畑圭佑, 青野雅樹
    • Organizer
      言語処理学会第26回年次大会 (NLP2020), P4-6, 言語処理学会第26回年次大会
    • Related Report
      2020 Annual Research Report
  • [Presentation] 全体画像と部分画像を入力とするCNNを用いた詳細画像識別2020

    • Author(s)
      松野拓海, 山内良介, 浅川徹也, 青野雅樹
    • Organizer
      電子情報通信学会総合大会
    • Related Report
      2020 Annual Research Report 2019 Annual Research Report
  • [Presentation] OffensEval データセットを用いたツイートの攻撃性の有無およびターゲット推定2020

    • Author(s)
      花畑圭佑, 青野雅樹
    • Organizer
      言語処理学会第26回年次大会 (NLP2020)
    • Related Report
      2019 Annual Research Report
  • [Presentation] ラベルマップを用いて学習したCNNによる地理情報と環境情報からの生物種推定2020

    • Author(s)
      竹ノ内達哉, 青野雅樹,
    • Organizer
      第12回データ工学と情報マネジメントに関するフォーラム(DEIM2020)
    • Related Report
      2019 Annual Research Report
  • [Presentation] BREPの面隣接情報に基づいた部分形状抽出による三次元モデルの部分形状類似検索2020

    • Author(s)
      岩淵渉, 青野雅樹
    • Organizer
      第12回データ工学と情報マネジメントに関するフォーラム(DEIM2020),
    • Related Report
      2019 Annual Research Report
  • [Presentation] Median based Multi-label Prediction by Inflating Emotions with Dyads for Visual Sentiment Analysis2019

    • Author(s)
      Tetsuya Asakawa and Masaki Aono
    • Organizer
      Asia-Pacific Signal and Information Processing Association Annual Summit and Conference 2019 (APSIPA2019)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] FPSSD7: Real-time Object Detection using 7 Layers of Convolution based on SSD2019

    • Author(s)
      Yuya Yamashige and Masaki Aono
    • Organizer
      6th International Conference on Advanced Informatics: Concepts, Theory and Applications (ICAICTA2019)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Action Recognition by Composite Deep Learning Architecture I3D-DenseLSTM2019

    • Author(s)
      Yuri Yudhaswana Joefrie and Masaki Aono
    • Organizer
      6th International Conference on Advanced Informatics: Concepts, Theory and Applications (ICAICTA2019)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Tweet Stance Detection Using an Attention based Neural Ensemble Model2019

    • Author(s)
      Umme Aymun Siddiqua, Abu Nowshed Chy, and Masaki Aono
    • Organizer
      Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] KDEHatEval at SemEval-2019 Task 5: A Neural Network Model for Detecting Hate Speech in Twitter2019

    • Author(s)
      Umme Aymun Siddiqua, Abu Nowshed Chy, and Masaki Aono
    • Organizer
      Proceedings of the 12th International Workshop on Semantic Evaluation (SemEval2019)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 三次元CADモデルの連結情報を用いた部分形状類似検索2019

    • Author(s)
      岩淵渉, 青野雅樹
    • Organizer
      PRMU研究会, 電子情報通信学会
    • Related Report
      2019 Annual Research Report
  • [Presentation] RethinkNetを用いた料理画像からの料理名と食材の推定2019

    • Author(s)
      名髙祐輔, 青野雅樹,
    • Organizer
      FIT2019,
    • Related Report
      2019 Annual Research Report
  • [Presentation] SSD に基づくリアルタイム性を考慮した物体検出手法 に基づくリアルタイム性を考慮した物体検出2019

    • Author(s)
      山重雄哉, 青野雅樹
    • Organizer
      パターン認識・メディア理解研究会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 語彙と文脈に着目した文学作品の著者推定2019

    • Author(s)
      花畑圭佑, 青野雅樹
    • Organizer
      NLP2019
    • Related Report
      2018 Annual Research Report
  • [Presentation] Fake Review Detection Focusing on Emotional Expressions and Extreme Rating2019

    • Author(s)
      Tavanleuang VANTA,, 青野雅樹
    • Organizer
      NLP2019
    • Related Report
      2018 Annual Research Report
  • [Presentation] 色彩と輪郭線ならびにDNN特徴量を組合せた特徴量による画家推定2019

    • Author(s)
      山内良介, 青野雅樹
    • Organizer
      DEIM2019
    • Related Report
      2018 Annual Research Report
  • [Presentation] Visual QAのためのニューラルネットアーキテクチャの提案2019

    • Author(s)
      馬田英雄, 青野雅樹
    • Organizer
      DEIM2019
    • Related Report
      2018 Annual Research Report
  • [Presentation] ハンドクラフト画像特徴量とCNN特徴量を組み合わせた日本古典籍くずし字認識2019

    • Author(s)
      小林昇輝, 青野雅樹
    • Organizer
      DEIM2019
    • Related Report
      2018 Annual Research Report
  • [Presentation] 3D CNN based Partial 3D Shape Retrieval Focusing on Local Features2018

    • Author(s)
      Wataru Iwabuchi and Masaki Aono
    • Organizer
      Asia Pacific Signal and Information Processing Association (APSIPA2018)
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 3D Indoor Scene Classification using Tri-projection Voxel Splatting2018

    • Author(s)
      Kazuma Hamada and Masaki Aono
    • Organizer
      Asia Pacific Signal and Information Processing Association (APSIPA2018)
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Visual Sentiment Prediction by Merging Hand-Craft and CNN Features2018

    • Author(s)
      Wang Fengjiao and Masaki Aono
    • Organizer
      5th International Conference on Advanced Informatics: Concepts, Theory and Applications
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Aspect-based Query Expansion for Search Results Diversification2018

    • Author(s)
      Md Shajalal, Masaki Aono
    • Organizer
      IEEE 2018 Joint 7th International Conference on Informatics, Electronics & Vision (ICIEV)
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Stance Detection on Microblog Focusing on Syntactic Tree Representation2018

    • Author(s)
      Umme Aymun Siddiqua, Abu Nowshed Chy, and Masaki Aono
    • Organizer
      Third International Conference, DMBD 2018
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] KDE-AFFECT at SemEval-2018 Task 1: Estimation of Affects in Tweet by Using Convolutional Neural Network for n-gram2018

    • Author(s)
      Shinnosuke Himeno and Masaki Aono
    • Organizer
      Proceedings of The 12th International Workshop on Semantic Evaluation
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 適応的時間分割に基づくスペクトログラムのアンサンブルによる音響シーン分類2018

    • Author(s)
      坂下雄摩, 青野雅樹
    • Organizer
      WiNF2018
    • Related Report
      2018 Annual Research Report
  • [Presentation] Tree LSTMによるImage Attentionを用いたテキストフレーズに対応する画像中の領域予測2018

    • Author(s)
      遠藤 昂, 青野雅樹
    • Organizer
      画像工学研究会
    • Related Report
      2018 Annual Research Report
  • [Presentation] Dilated Convolutionを含む全層畳込みニューラルネットワークを用いた航空画像のセマンティックセグメンテーション2018

    • Author(s)
      田口隆文, 青野雅樹
    • Organizer
      パターン認識・メディア理解研究会
    • Related Report
      2018 Annual Research Report
  • [Presentation] トピック情報とアテンションつきの再帰型ニューラルネットを用いた文章読解問題の解法の検討2018

    • Author(s)
      髙島侑里, 青野雅樹
    • Organizer
      FIT2018
    • Related Report
      2018 Annual Research Report
  • [Presentation] 特徴量テンソルによる転移学習と感情辞書を用いたTwitterの感情強度推定2018

    • Author(s)
      姫野晋之介, 青野雅樹
    • Organizer
      WebDBフォーラム2018
    • Related Report
      2018 Annual Research Report
  • [Presentation] 画像へのマルチタグとそれらの重要度の自動付与2018

    • Author(s)
      杉山裕哉, 青野雅樹
    • Organizer
      第10回データ工学と情報マネジメントに関するフォーラム(DEIM2018)
    • Related Report
      2017 Annual Research Report
  • [Presentation] 局所特徴量を用いた3D CNNによる3 次元モデルの部分検索2018

    • Author(s)
      岩淵渉, 青野雅樹
    • Organizer
      第10回データ工学と情報マネジメントに関するフォーラム(DEIM2018)
    • Related Report
      2017 Annual Research Report
  • [Presentation] ボクセル群の奥行き密度反映した画像による屋内3Dシーン分類2018

    • Author(s)
      濵田和真, 青野雅樹
    • Organizer
      パターン認識・メディア理解研究会(PRMU2017-204 (2018-3))
    • Related Report
      2017 Annual Research Report
  • [Presentation] エッジと輝度反転に着目した特徴量とCNN特徴量を用いたマンガ画像の著者推定2018

    • Author(s)
      竹ノ内達哉, 青野雅樹
    • Organizer
      電子情報通信学会総合大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Sliced Voxel Representations with LSTM and CNN for 3D Shape Recognition2017

    • Author(s)
      Ryo Miyagi and Masaki Aono
    • Organizer
      Asia Pacific Signal and Information Processing Association (APSIPA2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Residual Network with Delayed Max Pooling for Very Large Scale Plant Identification2017

    • Author(s)
      Siang Thye Hang and Masaki Aono
    • Organizer
      LifeCLEF 2017 Workshop in Conference and Labs of the Evaluation Forum (CLEF2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] An Attention-based Regression Model for Grounding Textual Phrases in Images2017

    • Author(s)
      Ko Endo, Masaki Aono, Eric Nichols, Kotarou Funakoshi
    • Organizer
      International Joint Conference on Artificial Intelligence (IJCAI2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Predicting the Usefulness of Cosmetic Reviews2017

    • Author(s)
      Yuri Takashima and Masaki Aono
    • Organizer
      International Conference on Advanced Informatics: Concepts, Theory and Applications (ICAICTA2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Tweet Polarity Classification Focused on Positive and Negative Term Frequency Ratio2017

    • Author(s)
      Shinnosuke Himeno and Masaki Aono
    • Organizer
      International Conference on Advanced Informatics: Concepts, Theory and Applications (ICAICTA2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Point-Cloud Shape Retrieval of Non-Rigid Toys2017

    • Author(s)
      Limberger, F. A. and Aono, M. et al.
    • Organizer
      Eurographics Workshop on 3D Object Retrieval
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] RGB-D to CAD Retrieval with ObjectNN Dataset2017

    • Author(s)
      Binh-Son Hua, Asako Kanezaki, Bo Li, Yijuan Lu, Shoki Tashiro, Masaki Aono, et al.
    • Organizer
      Eurographics Workshop on 3D Object Retrieval
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Large-Scale 3D Shape Retrieval from ShapeNet Core552017

    • Author(s)
      Manolis Savva, Asako Kanezaki, Takahiko Furuya, Ryutarou Ohbuchi, Masaki Aono, Atsushi Tatsuma, S. Thermos, A. Axenopoulos, G. Th. Papadopoulos, P. Daras, Xiao Deng, Zhouhui Lian, Bo Li, st al.
    • Organizer
      Eurographics Workshop on 3D Object Retrieval
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Deep Spatio-Temporal Transformationを用いた逐次人物動作検出2017

    • Author(s)
      髙垣幸秀, 青野雅樹
    • Organizer
      パターン認識・メディア理解研究会(PRMU 2017-68)
    • Related Report
      2017 Annual Research Report
  • [Presentation] 異方性を考慮した画像の符号化に基づく時系列データ分類2017

    • Author(s)
      岩室伸哉, 青野雅樹
    • Organizer
      パターン認識・メディア理解研究会(PRMU 2017-56)
    • Related Report
      2017 Annual Research Report
  • [Presentation] 単語と文の分散表現素性に着目したニュースストリームに対する文単位の新規性判定2017

    • Author(s)
      田村壮慶, 青野雅樹, 立間淳司
    • Organizer
      第16回情報科学技術フォーラム(FIT2017)
    • Related Report
      2017 Annual Research Report
  • [Remarks] 研究業績

    • URL

      https://www.kde.cs.tut.ac.jp/publications/

    • Related Report
      2020 Annual Research Report
  • [Remarks] 知識データ工学・情報検索研究室 研究業績

    • URL

      https://www.kde.cs.tut.ac.jp/publications/

    • Related Report
      2018 Annual Research Report
  • [Remarks] 特許リスト: Masaki Aono's Patent List

    • URL

      https://www.kde.cs.tut.ac.jp/~aono/patent.html

    • Related Report
      2018 Annual Research Report
  • [Patent(Industrial Property Rights)] 物体検出システムおよび物体検出方法2021

    • Inventor(s)
      山重雄哉, 青野雅樹
    • Industrial Property Rights Holder
      山重雄哉, 青野雅樹
    • Industrial Property Rights Type
      特許
    • Industrial Property Number
      2021-021362
    • Filing Date
      2021
    • Related Report
      2020 Annual Research Report
  • [Patent(Industrial Property Rights)] 不良品画像生成プログラムおよび良否判定装置2020

    • Inventor(s)
      山口裕希、青野雅樹
    • Industrial Property Rights Holder
      山口裕希、青野雅樹
    • Industrial Property Rights Type
      特許
    • Industrial Property Number
      2020-033423
    • Filing Date
      2020
    • Related Report
      2019 Annual Research Report
  • [Patent(Industrial Property Rights)] 形状検索方法および形状検索システム2019

    • Inventor(s)
      岩淵渉、青野雅樹
    • Industrial Property Rights Holder
      岩淵渉、青野雅樹
    • Industrial Property Rights Type
      特許
    • Industrial Property Number
      2019-190438
    • Filing Date
      2019
    • Related Report
      2019 Annual Research Report
  • [Patent(Industrial Property Rights)] 物体識別システム、物体識別方法、並びに、画像識別プログラム2018

    • Inventor(s)
      山重雄哉、青野雅樹
    • Industrial Property Rights Holder
      山重雄哉、青野雅樹
    • Industrial Property Rights Type
      特許
    • Industrial Property Number
      2018-236091
    • Filing Date
      2018
    • Related Report
      2018 Annual Research Report
  • [Patent(Industrial Property Rights)] 三次元画像分類装置および三次元画像分類方法2018

    • Inventor(s)
      濵田和真、青野雅樹
    • Industrial Property Rights Holder
      濵田和真、青野雅樹
    • Industrial Property Rights Type
      特許
    • Industrial Property Number
      2018-046791
    • Filing Date
      2018
    • Related Report
      2017 Annual Research Report
  • [Patent(Industrial Property Rights)] 検出装置および検出方法2017

    • Inventor(s)
      髙垣幸秀、青野雅樹
    • Industrial Property Rights Holder
      髙垣幸秀、青野雅樹
    • Industrial Property Rights Type
      特許
    • Industrial Property Number
      2017-197694
    • Filing Date
      2017
    • Related Report
      2017 Annual Research Report

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Published: 2017-04-28   Modified: 2022-01-27  

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