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最終更新 2024年3月14日

白浜　公章
同志社大学　理工学部　情報システムデザイン学科
共創情報学研究室

研究分野

Kimiaki Shirahama on Google Scholar
Kimiaki Shirahama on ResearchGate


担当講義


学位論文

Kimiaki Shirahama : ``Intelligent Video Processing Using Data Mining Techniques'', Graduate School of Engineering, Kobe University, 2011 (PDF, SIG MM Records)

著書

  1. Kimiaki Shirahama, Kenji Kumabuchi, Marcin Grzegorzek and Kuniaki Uehara, ``Video Retrieval Based on Uncertain Concept Detection Using Dempster-Shafer Theory'', Multimedia Data Mining and Analytics: Disruptive Innovation (Aaron K. Baughman, Jiang Gao, Jia-Yu Pan and Valery Petrushin eds.), Springer International Publishing, pp. 269-294 (chapter 12), 2015
  2. Kimiaki Shirahama, Koichi Ideno and Kuniaki Uehara:``A Time-constrained Sequential Pattern Mining for Extracting Semantic Events in Videos'', Multimedia Data Mining and Knowledge Discovery (Valery A. Petrushin and Latifur Khan eds.), Springer, pp. 404-426 (chapter 20), 2006 (Selected paper from MDM/KDD 2003)

学術論文

  1. Muhammad Adeel Nisar, Kimiaki Shirahama, Muhammad Tausif Irshad, Xinyu Huang and Marcin Grzegorzek: ``A Hierarchical Multitask Learning Approach for the Recognition of Activities of Daily Living Using Data from Wearable Sensors'', Sensors, Vol. 23, Article No. 8234, 2023
  2. Naoki Takashima, Frédéric Li, Marcin Grzegorzek and Kimiaki Shirahama: ``Embedding-based Music Emotion Recognition Using Composite Loss'', IEEE Access, Vol. 11, pp. 36579-36604, 2023 (論文（オープンアクセス）, コード)
  3. Xinyu Huang, Kimiaki Shirahama, Muhammad Tausif Irshad, Muhammad Adeel Nisar, Artur Piet and Marcin Grzegorzek: ``Sleep Stage Classification in Children Using Self-Attention and Gaussian Noise Data Augmentation'', Sensors, Vol. 23, Article No. 3446, 2023 (論文（オープンアクセス）)
  4. Philip Gouverneur, Frédéric Li, Kimiaki Shirahama, Luisa Luebke, Wacław M. Adamczyk, Tibor M. Szikszay, Kerstin Luedtke and Marcin Grzegorzek: ``Explainable Artificial Intelligence (XAI) in Pain Research: Understanding the Role of Electrodermal Activity for Automated Pain Recognition'', Sensors, Vol. 23, No. 4, Article No. 1959, 2023 (論文（オープンアクセス）)
  5. Frank Kulwa, Chen Li, Marcin Grzegorzek, Md Mamunur Rahaman, Kimiaki Shirahama and Sergey Kosov: ``Segmentation of Weakly Visible Environmental Microorganism Images Using Pair-wise Deep Learning Features'', Biomedical Signal Processing and Control, Vol. 79, Part 2, Article No. 104168, 2023
  6. Frank Kulwa, Chen Li, Jinghua Zhang, Kimiaki Shirahama, Sergey Kosov, Xin Zhao, Hongzan Sun, Tao Jiang and Marcin Grzegorzek: ``A New Pairwise Deep Learning Feature For Environmental Microorganism Image Analysis'', Environmental Science and Pollution Research, Vol. 29, pp. 51909–51926, 2022 (論文（オープンアクセス）)
  7. Kazuma Fujioka and Kimiaki Shirahama: ``Generic Itemset Mining Based on Reinforcement Learning'', IEEE Access, Vol. 10, pp. 5824-5841, 2022 (論文（オープンアクセス）, コード（データダウンロード用コードも含む）)
  8. Jinghua Zhang, Chen Li, Sergey Kosov, Marcin Grzegorzek, Kimiaki Shirahama, Tao Jiang, Changhao Sun, Zihan Li and Hong Li: ``LCU-Net: A Novel Low-cost U-Net for Environmental Microorganism Image Segmentation'', Pattern Recognition, Vol. 115, Article No. 107885, 2021
  9. Xinyu Huang, Kimiaki Shirahama, Frédéric Li and Marcin Grzegorzek: ``Sleep stage classification for child patients using DeConvolutional Neural Network'', Journal of Artificial Intelligence in Medicine, Vol. 110, Article No. 101981, 2020 (プロジェクト・ページ（コード、データセット含む）)
  10. Frédéric Li, Kimiaki Shirahama, Muhammad Adeel Nisar, Xinyu Huang and Marcin Grzegorzek: ``Deep Transfer Learning for Time Series Data Based on Sensor Modality Classification'', Sensors, Vol. 20, No. 15, Article No. 4271, 2020 (論文（オープンアクセス）, プロジェクト・ページ（コード、データセット含む）)
  11. Muhammad Adeel Nisar, Kimiaki Shirahama, Frédéric Li, Xinyu Huang and Marcin Grzegorzek: ``Rank Pooling Approach for Wearable Sensor-Based ADLs Recognition'', Sensors, Vol. 20, No. 12, Article No. 3463, 2020 (論文（オープンアクセス）, プロジェクト・ページ（コード、データセット含む）)
  12. Ahmad Delforouzi, Seyed Amir Hossein Tabatabaei, Kimiaki Shirahama and Marcin Grzegorzek: ``A Polar Model for Fast Object Tracking in 360-degree Camera Images'', Multimedia Tools and Applications, Vol. 78, No. 7, pp. 9275--9297, 2019
  13. Sergey Kosov, Kimiaki Shirahama and Marcin Grzegorzek: ``Labeling of Partially Occluded Regions via the Multi-Layer CRF'', Multimedia Tools and Applications, Vol. 78, No. 2, pp. 2551--2569, 2019
  14. Zeyd Boukhers, Kimiaki Shirahama and Marcin Grzegorzek: ``Less Restrictive Camera Odometry Estimation from Monocular Camera'', Multimedia Tools and Applications, Vol. 77, No. 13, pp. 16199--16222, 2018
  15. Zeyd Boukhers, Kimiaki Shirahama and Marcin Grzegorzek: ``Example-based 3D Trajectory Extraction of Objects from 2D Videos'', IEEE Transactions on Circuits and Systems for Video Technology, Vol. 28, No. 9, pp. 2246--2260, 2018 (プロジェクト・ページ)
  16. Lukas Köping, Kimiaki Shirahama and Marcin Grzegorzek: ``A General Framework for Sensor-based Human Activity Recognition'', Computers in Biology and Medicine, Vol. 95, No. 1, pp. 248-260, 2018 (Demo video (old), Demo video (new), CBM Honors Paper 2018)
  17. Przemysław Łagodziński, Kimiaki Shirahama and Marcin Grzegorzek: ``Codebook-based Electrooculography Data Analysis towards Cognitive Activity Recognition'', Computers in Biology and Medicine, Vol. 95, No. 1, pp. 277-287, 2018
  18. Frédéric Li, Kimiaki Shirahama, Muhammad Adeel Nisar, Lukas Köping and Marcin Grzegorzek: ``Comparison of Feature Learning Methods for Human Activity Recognition using Wearable Sensors'', Sensors, Vol. 18, No. 2, Article No. 679, 2018 (論文（オープンアクセス）, プロジェクト・ページ（コード、データセット含む）)
  19. Sergey Kosov, Kimiaki Shirahama, Chen Li and Marcin Grzegorzek: ``Environmental Microorganism Classification Using Conditional Random Fields and Deep Convolutional Neural Networks'', Pattern Recognition, Vol. 77, pp. 248-261, 2018 (コード, データ)
  20. Yanling Zou, Chen Li, Kimiaki Shirahama, Tao Jiang and Marcin Grzegorzek: ``Content-based Image Retrieval of Environmental Microorganisms Using Double-stage Optimisation-based Fusion'', Information Engineering Express (IEE), Vol. 3, No. 4, pp. 43-53, 2017
  21. Kimiaki Shirahama and Marcin Grzegorzek: ``On the Generality of Codebook Approach for Sensor-based Human Activity Recognition'', Electronics (Special Issue ``Data Processing and Wearable Systems for Effective Human Monitoring''), Vol. 6, No. 2, Article No. 44, 2017 (PDF, デモ動画（旧）, デモ動画（新）)
  22. Cong Yang, Oliver Tiebe, Kimiaki Shirahama, Ewa Lukasik and Marcin Grzegorzek: ``Evaluating Contour Segment Descriptors'', Machine Vision and Applications, Vol. 28, No. 3, pp. 373-391, 2017
  23. Cong Yang, Christian Feinen, Oliver Tiebe, Kimiaki Shirahama and Marcin Grzegorzek: ``Shape-based object matching using interesting points and high-order graphs'', Pattern Recognition Letters, Vol. 83, No. 3, pp. 251–260, 2016
  24. Cong Yang, Oliver Tiebe, Kimiaki Shirahama and Marcin Grzegorzek: ``Object Matching with Hierarchical Skeletons'', Pattern Recognition, Vol. 55, pp. 183-197, 2016
  25. Chen Li, Kimiaki Shirahama and Marcin Grzegorzek: ``Environmental Microbiology Aided by Content-based Image Analysis'', Pattern Analysis and Applications, Vol. 19, No. 2, pp. 531-547, 2016
  26. Kimiaki Shirahama and Marcin Grzegorzek: ``Towards Large-Scale Multimedia Retrieval Enriched by Knowledge about Human Interpretation'', Multimedia Tools and Applications, Vol. 75, No. 1, pp. 297-331, 2016 (PDF)
  27. Kimiaki Shirahama, Tadashi Matsumura, Marcin Grzegorzek and Kuniaki Uehara: ``Semantic Indexing based on Focus of Attention Extended by Weakly Supervised Learning'', International Journal on Advances in Software, Vol. 8, No. 3-4, pp. 410-419, 2015 (PDF)
  28. Kimiaki Shirahama, Marcin Grzegorzek and Bipin Indurkhya: ``Human-Machine Cooperation in Large-Scale Multimedia Retrieval: A Survey'', Journal of Problem Solving, Vol. 8, No. 1, pp. 36-63 (Article 3), 2015 (PDF)
  29. Minmin Shen, Chen Li, Wei Huang, Paul Szyszka, Kimiaki Shirahama, Marcin Grzegorzek, Dorit Merhof and Oliver Duessen: ``Interactive Tracking of Insect Posture'', Pattern Recognition, Vol. 48, No. 11, pp. 3560-3571, 2015
  30. Kimiaki Shirahama, Marcin Grzegorzek and Kuniaki Uehara: ``Weakly Supervised Detection of Video Events Using Hidden Conditional Random Fields'', International Journal of Multimedia Information Retrieval, Vol. 4, No. 1, pp. 17-32, 2015 (PDF)
  31. Chen Li, Kimiaki Shirahama, Marcin Grzegorzek: ``Application of Content-based Image Analysis to Environmental Microorganism Classification'', Biocybernetics and Biomedical Engineering, Vol. 35, No. 1, pp. 10-21, 2015
  32. Kimiaki Shirahama, Yuta Matsuoka and Kuniaki Uehara: ``Hybrid Negative Example Selection Using Visual and Conceptual Features'', Multimedia Tools and Applications, Vol. 71, No. 3, pp. 967-989, 2014 (PDF)
  33. 白浜公章，上原邦昭：``行列演算に基づく高速かつ厳密な大規模映像データ処理''，映像情報メディア学会誌，Vol. 67，No. 7，pp. J241-J251, 2013 (PDF)
  34. 白浜公章，松岡悠太，上原邦昭：``ラフ集合理論を用いたクエリの帰納的定義に基づく例示映像検索''，映像情報メディア学会誌，Vol. 66，No. 5，pp. J124-J135, 2012
  35. Kimiaki Shirahama, Yuta Matsuoka and Kuniaki Uehara: ``Event Retrieval in Video Archives Using Rough Set Theory and Partially Supervised Learning'', Multimedia Tools and Applications, Vol. 57, No. 1, pp. 145-173, 2012 (PDF)
  36. Kimiaki Shirahama and Kuniaki Uehara: ``Constructing and Utilizing Video Ontology for Accurate and Fast Retrieval'', International Journal of Multimedia Data Engineering and Management (IJMDEM), Vol. 2, No. 4, pp. 59-75, 2011
  37. Kimiaki Shirahama and Kuniaki Uehara: ``A Novel Topic Extraction Method based on Bursts in Video Streams'', International Journal of Hybrid Information Technology (IJHIT), Vol. 1, No. 3, pp. 21-32, 2008（Selected paper from MUE 2008)
  38. 白浜公章，出野構一，上原邦昭：``時間制約に基づく時系列パターンマイニング手法を用いた映像からのイベント抽出''，映像情報メディア学会誌，Vol.60，No.9，pp.1473-1482, 2006

プレプリント

  1. Zihao Chen, Hisashi Handa and Kimiaki Shirahama: ``JCSE: Contrastive Learning of Japanese Sentence Embeddings and Its Applications'', arXiv preprint arXiv:2301.08193, 2023 (論文, コード（データと学習済みモデルも含む）)

査読付き国際会議

  1. Taishin Mabuchi, Yoshiaki Taniguchi and Kimiaki Shirahama: Person Recognition using Wi-Fi Channel State Information in an Indoor Environment, In Proc. of the 2020 IEEE International Conference on Consumer Electronics – Taiwan (IEEE ICCE-TW 2020), pp. 1-2, 2020
  2. Naoki Takashima, Frédéric Li, Marcin Grzegorzek and Kimiaki Shirahama: Cross-modal Music-emotion Retrieval Using DeepCCA, In Proc. of the Eighth International Conference on Information Technology in Biomedicine (ITIB 2020), pp. 133-145, 2020
  3. Philip Gouverneur, Joanna Jaworek-Korjakowska, Lukas Köping, Kimiaki Shirahama, Pawel Kleczek and Marcin Grzegorzek: ``Classification of Physiological Data for Emotion Recognition'', In Proc. of the 16th International Conference on Artificial Intelligence and Soft Computing (ICAISC 2017), pp. 619-627, 2017
  4. Joanna Jaworek-Korjakowska, Pawel Kleczek, Kimiaki Shirahama and Marcin Grzegorzek: ``Automatic Detection of Blue-whitish Veil as the Primary Dermoscopic Feature'', In Proc. of the 16th International Conference on Artificial Intelligence and Soft Computing (ICAISC 2017), pp. 649-657, 2017
  5. Ahmad Delforouzi, Seyed Amir Hossein Tabatabaei, Kimiaki Shirahama and Marcin Grzegorzek: ``Polar Object Tracking in 360-Degree Camera Images'', In Proc. of the IEEE International Symposium on Multimedia (ISM 2016), pp. 347-352, 2016
  6. Ahmad Delforouzi, Seyed Amir Hossein Tabatabaei, Kimiaki Shirahama and Marcin Grzegorzek: ``Unknown Object Tracking in 360-Degree Camera Images'', In Proc. of the 23rd International Conference on Pattern Recognition (ICPR 2016), pp. 1799-1804, 2016
  7. Muhammad Hassan Khan, Kimiaki Shirahama, Muhammad Shahid Farid and Marcin Grzegorzek: ``Multiple Human Detection in Depth Images'', In Proc. of the 2016 IEEE Workshop on Multimedia Signal Processing (MMSP 2016), pp. 1-6, 2016
  8. Zeyd Boukhers, Yicon Wang, Kimiaki Shirahama, Kuniaki Uehara and Marcin Grzegorzek: ``Convoy Detection in Crowded Surveillance Videos'', In Proc. of the Seventh International Workshop on Human Behavior Understanding (HBU 2016), pp. 137-147, 2016
  9. Kimiaki Shirahama, Lukas Köping and Marcin Grzegorzek: ``Codebook Approach for Sensor-based Human Activity Recognition'', In Proc. of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2016 extended abstract), pp. 197-200, 2016
  10. Yanling Zou, Chen Li, Kimiaki Shirahama, Tao Jiang and Marcin Grzegorzek: ``Environmental Microorganism Image Retrieval Using Multiple Colour Channels Fusion and Particle Swarm Optimisation'', In Proc. of the 23rd IEEE International Conference on Image Processing (ICIP 2016), pp. 2475-2479, 2016
  11. Xinyu Huang, Chen Li, Minmin Shen, Kimiaki Shirahama, Johanna Nyffeler, Marcel Leist, Marcin Grzegorzek, and Oliver Deussen: ``Stem Cell Microscopic Image Segmentation Using Supervised Normalised Cuts'', In Proc. of the 23rd IEEE International Conference on Image Processing (ICIP 2016), pp. 4140-4144, 2016
  12. Yanling Zou, Chen Li, Kimiaki Shirahama, Florian Schmidt, Tao Jiang, and Marcin Grzegorzek: ``Content-based Microscopic Image Retrieval of Environmental Microorganisms using Multiple Colour Channels Fusion'', In Proc. of the 15th IEEE/ACIS International Conference on Computer and Information Science (ICIS 2016), pp. 119-130, 2016
  13. Kimiaki Shirahama and Marcin Grzegorzek: ``Emotion Recognition Based on Physiological Sensor Data Using Codebook Approach'', In Proc. of the Fifth International Conference on Information Technologies in Biomedicine (ITiB 2016), pp. 27- 39, 2016
  14. Zeyd Boukhers, Kimiaki Shirahama, Frédéric Li and Marcin Grzegorzek: ``Extracting 3D Trajectories of Objects from 2D Videos using Particle Filter'', In Proc. of the Fifth ACM International Conference on Multimedia Retrieval (ICMR 2015), pp. 83-90, 2015
  15. Cong Yang, Christian Feinen, Oliver Tiebe, Kimiaki Shirahama and Marcin Grzegorzek: ``Shape-based Object Matching Using Point Context'', In Proc. of the Fifth ACM International Conference on Multimedia Retrieval (ICMR 2015), pp. 519-522, 2015
  16. Chen Li, Kimiaki Shirahama and Marcin Grzegorzek: ``Environmental Microorganism Classification Using Sparse Coding and Weakly Supervised Learning'', In Proc. of the Second International Workshop on Environmental Multimedia Retrieval (EMR 2015), pp. 9-14, 2015
  17. Zeyd Boukhers, Kimiaki Shirahama, Frédéric Li and Marcin Grzegorzek: ``Object Detection and Depth Estimation for 3D Trajectory Extraction'', In Proc. of the 13th International Workshop on Content-Based Multimedia Indexing (CBMI 2015), pp. 1-6, 2015
  18. Yanling Zou, Chen Li, Zeyd Boukhers, Kimiaki Shirahama, Tao Jiang and Marcin Grzegorzek: ``Environmental Microbiological Content-Based Image Retrieval System Using Internal Structure Histogram'', In Proc. of the Ninth International Conference on Computer Recognition Systems (CORES 2015), (to appear)
  19. Kimiaki Shirahama, Tadashi Matsumura, Marcin Grzegorzek and Kuniaki Uehara: ``Empowering Semantic Indexing with Focus of Attention'', In Proc. of the Seventh International Conferences on Advances in Multimedia (MMEDIA 2015), pp. 33-36, 2015 (PDF)
  20. Cong Yang, Chen Li, Oliver Tiebe, Kimiaki Shirahama and Marcin Grzegorzek: ``Shape-Based Classification of Environmental Microorganisms'', In Proc. of the 22nd International Conference on Pattern Recognition (ICPR 2014), pp. 3374-3379, 2014
  21. Kimiaki Shirahama, Marcin Grzegorzek and Kuniaki Uehara: ``Multimedia Event Detection Using Hidden Conditional Random Fields'', In Proc. of the Forth ACM International Conference on Multimedia Retrieval (ICMR 2014), pp. 9-16, 2014 (PDF)
  22. Chen Li, Kimiaki Shirahama, Marcin Grzegorzek, Fangshu Ma and Beihai Zhou: ``Classification of Environmental Microorganisms in Microscopic Images using Shape Features and Support Vector Machines'', In Proc. of the 2013 IEEE International Conference on Image Processing (ICIP 2013), pp. 2435-2439, 2013
  23. Chen Li, Kimiaki Shirahama, Joanna Czajkowska, Marcin Grzegorzek, Fangshu Ma and Beihai Zhou: ``A Multi-Stage Approach for Automatic Classification of Environmental Microorganisms'', In Proc. of the 2013 International Conference on Image Processing, Computer Vision, and Pattern Recognition (IPCV 2013), pp. V II: 364-370, 2013
  24. Kimiaki Shirahama, Kenji Kumabuchi and Kuniaki Uehara: ``Video Retrieval by Learning Uncertainties in Concept Detection from Imbalanced Annotation Data'', In Proc. of the Fifth International Conferences on Advances in Multimedia (MMEDIA 2013), pp. 19-24, 2013
  25. Kimiaki Shirahama, Kuniaki Uehara and Marcin Grzegorzek: ``Examining the Applicability of Virtual Reality Technique for Video Retrieval'', In Proc. of The 10th Workshop on Content-Based Multimedia Indexing (CBMI 2012), pp. 211-216, 2012
  26. Kimiaki Shirahama, Kenji Kumabuchi and Kuniaki Uehara: ``Video Retrieval by Managing Uncertainty in Concept Detection using Dempster-Shafer Theory'', In Proc. of The Fourth International Conferences on Advances in Multimedia (MMEDIA 2012), pp. 71-74, 2011
  27. Kimiaki Shirahama and Kuniaki Uehara: ``Utilizing Video Ontology for Fast and Accurate Query-by-Example Retrieval'', In Proc. of the IEEE International Workshop on Semantic Multimedia in conjunction with the Fifth IEEE International Conference on Semantic Computing (ICSC-SMM 2011), pp. 395-402, 2011
  28. Kimiaki Shirahama and Kuniaki Uehara: ``Effectiveness of Video Ontology in Query by Example Approach'', In Proc. of the 2011 International Conference on Active Media Technology (AMT 2011), pp. 49-58, 2011
  29. Kimiaki Shirahama and Kuniaki Uehara: ``Query by Virtual Example: Video Retrieval Using Example Shots Created by Virtual Reality Techniques'', In Proc. of the Sixth International Conference on Image and Graphics (ICIG 2011), pp. 829-834, 2011
  30. Kimiaki Shirahama, Yuta Matsuoka and Kuniaki Uehara: ``Video Event Retrieval from a Small Number of Examples Using Rough Set Theory'', In Proc. of the 17th International Conference on Multimedia Modeling (MMM 2011), pp. 96-106, 2011
  31. Kimiaki Shirahama, Lin Yanpeng, Yuta Matsuoka and Kuniaki Uehara: ``Query by Example for Large-Scale Video Data by Parallelizing Rough Set Theory Based on MapReduce'', In Proc. of the 2010 International Conference on Science and Social Research (CSSR 2010), pp. 390-395, 2010
  32. Kimiaki Shirahama, Yuta Matsuoka and Kuniaki Uehara: ``Query by Few Video Examples Using Rough Set Theory and Partially Supervised Learning'', In Proc. of the Fifth International Conference on Semantic and Digital Media Technologies (SAMT 2010), pp. 190-191, 2010
  33. Kimiaki Shirahama and Kuniaki Uehara: ``Video Retrieval from Few Examples Using Ontology and Rough Set Theory'', In Proc. of the Second Workshop on Semantic Multimedia Database Technologies (SMDT 2010), pp. 5-16, 2010
  34. Kimiaki Shirahama and Kuniaki Uehara: ``Example-based Event Retrieval in Video Archive Using Rough Set Theory and Video Ontology'', In Proc. of the 10th International Workshop on Multimedia Data Mining (MDM/KDD 2010), Article No. 6, 2010
  35. Kimiaki Shirahama, Chieri Sugihara, Yuta Matsuoka and Kuniaki Uehara: ``Query-based Video Event Definition Using Rough Set Theory and Video Prototypes'', In Proc. of IS&T/SPIE Electronic Imaging Multimedia Content Access: Algorithms and Systems IV, 7540B-41, 2010
  36. Kimiaki Shirahama, Chieri Sugihara and Kuniaki Uehara: ``Query-based Video Event Definition Using Rough Set Theory and High-dimensional Representation'', In Proc. of the 16-th International Conference on Multimedia Modeling (MMM 2010), pp. 358-369, 2010
  37. Kimiaki Shirahama, Chieri Sugihara, Kana Matsumura, Yuta Matsuoka and Kuniaki Uehara: ``Mining Event Definitions from Queries for Video Retrieval on the Internet'', In Proc. of the First International Workshop on Internet Multimedia Mining (IMM 2009), pp. 176-183, 2009
  38. Kimiaki Shirahama, Chieri Sugihara, Yuta Matsuoka and Kuniaki Uehara: ``Query-based Video Event Definition Using Rough Set Theory'', In Proc. of the First ACM International Workshop on Events in Multimedia (EiMM 2009), pp. 9-15, 2009
  39. Kimiaki Shirahama and Kuniaki Uehara: ``Query by Shots: Retrieving Meaningful Events Using Multiple Queries and Rough Set Theory'', In Proc. of the Ninth International Workshop on Multimedia Data Mining (MDM/KDD 2008), pp. 43-52, 2008
  40. Kimiaki Shirahama and Kuniaki Uehara: ``A Novel Topic Extraction Method based on Bursts in Video Streams'', In Proc. of the Second International Conference on Multimedia and Ubiquitous Engineering (MUE 2008), pp. 249-252, 2008
  41. Kimiaki Shirahama, Kazuyuki Otaka and Kuniaki Uehara: ``Content-Based Video Retrieval Using Video Ontology'', In Proc. of the Third IEEE International Workshop on Multimedia Information Processing and Retrieval (MIPR 2007), pp. 283-288, 2007
  42. Kimiaki Shirahama and Kuniaki Uehara: ``Video Data Mining: Discovering Topics by Burst Detection in Video Streams'', In Proc. of ICDM 2007 Workshop on Knowledge Discovery and Data Mining from Multimedia Data and Multimedia Applications (KDM 2007), pp. 57-62, 2007
  43. Kimiaki Shirahama, Koichi Ideno and Kuniaki Uehara:``Video Data Mining: Mining Semantic Patterns with temporal constraints from Movies'', In Proc. of the First IEEE International Workshop on Multimedia Information Processing and Retrieval (MIPR 2005), pp.598-604, 2005
  44. Kimiaki Shirahama, Kazuhisa Iwamoto, and Kuniaki Uehara:``Video Data Mining: Rhythms in a Movie'', In Proc. of the 2004 IEEE International Conference on Multimedia and Expo (ICME 2004) (CD-ROM version), 2004
  45. Yuya Matsuo, Kimiaki Shirahama and Kuniaki Uehara:``Mining Semantic Structures in Movies'', In Proc. of the 15-th International Conference on Applications of Declarative Programming and Knowledge Management (INAP 2004), pp.229-240, 2004
  46. Kimiaki Shirahama, Yuya Matsuo and Kuniaki Uehara:``Extracting Alfred Hitchcock's Know-How by Applying Data Mining Technique'', In Proc. of the First International Workshop on Objects Models and Multimedia Technologies (OMMT 2003), pp.43-54, 2003
  47. Yuya Matsuo, Kimiaki Shirahama and Kuniaki Uehara:``Video Data Mining: Extracting Cinematic Rules from Movie'', In Proc. of the Forth International Workshop on Multimedia Data Mining (MDM/KDD 2003), pp.18-27, 2003

国際会議（査読無）

  1. Zihao Chen, Frédéric Li, Marc S. Seibel, Nele S. Brügge, Miho Ohsaki, Heinz Handels, Marcin Grzegorzek and Kimiaki Shirahama: ``Doshisha University, Universität zu Lübeck and German Research Center for Artificial Intelligence at TRECVID 2023: MIQG Task'', TREC Video Retrieval Evaluation (TRECVID) 2023, 2023 (論文, 発表スライド)
    Top performance at Medical Instructional Question Generation (MIQG) task
  2. Kimiaki Shirahama, Kazuma Fujioka, Taichi Shinno, Takashi Matsubara and Kuniaki Uehara: ``Kindai University, Osaka Gakuin University and Osaka University at TRECVID 2022 AVS Task'', Proc. of TREC Video Retrieval Evaluation (TRECVID) 2022, 2022 (論文, 発表スライド, 録画映像)
  3. Kimiaki Shirahama, Takumi Sato, Norihiro Yamawaki, Takashi Matsubara and Kuniaki Uehara: ``Kindai University and Osaka Gakuin University and Osaka University at TRECVID 2021 AVS Task'', Proc. of TREC Video Retrieval Evaluation (TRECVID) 2021, 2021 (論文)
  4. Daiki Mukai, Ryosuke Utsunomiya, Shunsuke Utsuki, Kimiaki Shirahama, Takashi Matsubara and Kuniaki Uehara: ``Kindai University and Osaka Gakuin University at TRECVID 2020 AVS and ActEV Tasks'', Proc. of TREC Video Retrieval Evaluation (TRECVID) 2020, 2020 (論文, ポスター)
  5. Kimiaki Shirahama, Daichi Sakurai, Takashi Matsubara and Kuniaki Uehara: ``Kindai University and Kobe University at TRECVID 2019 AVS Task'', In Proc. of TREC Video Retrieval Evaluation (TRECVID) 2019 Workshop, 2019 (PDF, Poster)
  6. Kimiaki Shirahama, He Zhenying and Kuniaki Uehara: ``Kobe University and Kindai University at TRECVID 2018 AVS Task'', In Proc. of TREC Video Retrieval Evaluation (TRECVID) 2018 Workshop, 2018 (PDF, Poster)
    Third place in terms of research teams participating in Ad-hoc Video Search (AVS) task (manually-assisted)
  7. Zhenying He, Takashi Shinozaki, Kimiaki Shirahama, Marcin Grzegorzekz and Kuniaki Uehara: ``Kobe University, NICT and University of Siegen at TRECVID 2017 AVS Task'', In Proc. of TREC Video Retrieval Evaluation (TRECVID) 2017 Workshop, 2017 (PDF)
  8. Yasuyuki Matsumoto, Takashi Shinozaki, Kimiaki Shirahama, Marcin Grzegorzek and Kuniaki Uehara: ``Kobe University, NICT and University of Siegen at TRECVID 2016 AVS Task'', In Proc. of TREC Video Retrieval Evaluation (TRECVID) 2016 Workshop, (PDF, Slides, Poster)
    Second place in terms of research teams participating in Ad-hoc Video Search (AVS) task (manually-assisted)
  9. Kimiaki Shirahama, Takashi Shinozaki, Yasuyuki Matsumoto, Marcin Grzegorzek and Kuniaki Uehara: ``University of Siegen, Kobe University and NICT at TRECVID 2015 SIN and MED Tasks'', In Proc. of TREC Video Retrieval Evaluation (TRECVID) 2015 Workshop, 2015 (PDF)
  10. Kimiaki Shirahama, Chen Li, Marcin Grzegorzek, Kuniaki Uehara: ``University of Siegen, Kobe University, and Muroran Institute of Technology at TRECVID 2013 Multimedia Event Detection'', In Proc. of TREC Video Retrieval Evaluation (TRECVID) 2013 Workshop, 2013 (PDF)
  11. Kimiaki Shirahama and Kuniaki Uehara: ``Kobe University and Muroran Institute of Technology at TRECVID 2012 Semantic Indexing Task'', In Proc. of TREC Video Retrieval Evaluation (TRECVID) 2012 Workshop, pp. 239-247, 2012 (PDF, Slides)
    Top performance at the Semantic Indexing (SIN) light task
  12. Kimiaki Shirahama, Lin Yanpeng and Kuniaki Uehara: ``Kobe University at TRECVID 2011 Semantic Indexing and Multimedia Event Detection'', In Proc. of TREC Video Retrieval Evaluation (TRECVID) 2011 Workshop, pp. 243-249, 2011 (PDF)
  13. Kimiaki Shirahama, Chieri Sugihara, Yuta Matsuoka, Kana Matsumura and Kuniaki Uehara: ``Kobe University at TRECVID 2009 Search Task'', In Proc. of TREC Video Retrieval Evaluation (TRECVID) 2009 Workshop, pp. 76-84, 2009 (PDF, Slides)
  14. Akihito Mizui, Kimiaki Shirahama and Kuniaki Uehara: ``TRECVID 2008 NOTEBOOK PAPER: Interactive Search Using Multiple Queries and Rough Set Theory'', In Proc. of TREC Video Retrieval Evaluation (TRECVID) 2008 Workshop, pp. 123-132, 2008 (PDF)
  15. Kimiaki Shirahama, Akihito Mizui and Kuniaki Uehara: ``Characteristics of Textual Information in Video Data from the Perspective of Natural Language Processing'', In Proc. of NSF Sponsored Symposium on Semantic Knowledge Discovery, Organization and Use, P-24, 2008 (PDF)

ポスト・カンファレンス・プロシーディングス

  1. Kimiaki Shirahama, Yuya Matsuo and Kuniaki Uehara:``Mining Semantic Structures in Movies'', Applications of Declarative Programming and Knowledge Management Lecture Notes in Artificial Intelligence, Vol. 3392, pp.116-133, Springer, 2005 (Selected paper from INAP 2004)

国内研究会

  1. 樋口英輔，大崎美穂，白浜公章：``CELP音声合成器とプロトタイプ分類器に基づく音声認識手法の小規模データに対する性能評価：子供音声への適用''，2024年電子情報通信学会総合大会　情報・システムソサイエティ特別企画　ジュニア＆学生ポスターセッション，ISS-P-030，2024
  2. 堀内優太，半田久志，水谷后宏，白浜公章：``潜在変数の編集による多様な状態予測に基づくモデルベース強化学習''，2024年電子情報通信学会総合大会，D-20-11，2024
  3. 水野翔太，半田久志，波部斉，大崎美穂，白浜公章：``映画における登場人物の感情変化を視覚化するための画像生成モデルの応用''，2024年電子情報通信学会総合大会，D-12B-04，2024
  4. 松村圭悟，半田久志，濵砂幸裕，大崎美穂，白浜公章：``Perceptual Lossを用いた反事実的画像生成の改善''，2024年電子情報通信学会総合大会，D-12A-21，2024
  5. 松村圭悟，白浜公章：``注意機構を用いた質問関連領域の検出による反事実的画像の生成''，メディア工学研究会，ME2023-98，2023
  6. 堀内優太，白浜公章：``多様な状態予測によるモデルベース強化学習の改善''，2023年度情報処理学会関西支部大会，講演番号G-23，2022
  7. Zihao Chen, Hisashi Handa and Kimiaki Shirahama: ``Domain Adaptation for Japanese Sentence Embedding Models with Contrastive Learning'', Prof. of the 2023 IEICE General Conference, D-20-19, 2023
  8. 水野翔太，白浜公章：``StyleGAN3を用いた表情生成と感情因子の抽出''，計測自動制御学会　システム・情報部門学術講演会2022（SSI 2022），GS02-11，2022
  9. Zihao Chen, Hisashi Handa and Kimiaki Shirahama: ``Retrieval of Similar Questions from QAbot Data based on Transformer Language Model'', Prof. of Educational Technology in July 2022 (2022-07-ET), ET2022-9, 2022
  10. 高島直生，Frédéric Li，Marcin Grzegorzek，白浜公章：``埋め込みに基づく双方向音楽感情認識''，2022年電子情報通信学会総合大会，H-2-3，2022
  11. 西本光希，白浜公章： ``強化学習を用いた映像フレームに対する記憶メカニズムの獲得''，映像表現&コンピュータグラフィックス研究会（AIT），AIT2021-145，2021
  12. 宇津木駿介，白浜公章：``クエリの句構造と物体領域の対応づけによる映像検索''，2021年電子情報通信学会総合大会，D-12-16，2021
  13. 向井大貴，野見山哲平，白浜公章：``マルチタスク学習を用いたセンサデータからの行動認識''，2021年電子情報通信学会総合大会，H-2-10，2021
  14. 西本光希，佐々木海斗，白浜公章： ``個人差を考慮したスライドに対する瞬き率推定''，2021年電子情報通信学会総合大会，D-15-10，2021
  15. 馬渕大泰，谷口義明，白浜公章：``Wi-Fiチャネル状態情報を用いた人物推定の検討''，情報処理学会第82回全国大会，4X-02, 2020
  16. 松本泰幸，篠崎隆志，白浜公章，上原邦昭：``Curriculum Learningを用いたネットワーク群による効率的な大規模動画像検索''，研究報告コンピュータビジョンとイメージメディア（CVIM），pp. 1-8, 2017
  17. 松村憲，白浜公章，上原邦昭：``弱教師あり学習による効率的な注目領域の検出と映像分類への応用'', 映像情報メディア学会 メディア工学研究会，2013
  18. 渡邊結衣，白浜公章，上原邦昭：``能動学習とタグ推薦を用いたオンライン映像アノテーションゲーム'', 電子情報通信学会技術研究報告, Vol. 112, No. 346, pp. 73-78 (DE2012-27), 2012
    学生奨励賞受賞
  19. 白浜公章，河村智美，上原邦昭：``バーチャルリアリティ技術を用いた映像例示型検索の性能評価'', 電子情報通信学会技術研究報告，Vol. 111, No. 499, pp. 183-188 (PRMU2011-269), 2012
  20. 白浜公章，上原邦昭：``Query by Virtual Example: 映像検索モデル構築のためのバーチャルリアリティ技術による仮想サンプル映像の生成''，電子情報通信学会技術研究報告，Vol. 111, No. 193, pp. 139-144 (PRMU2011-73)，2011
  21. 白浜公章，松岡悠太，上原邦昭：``ラフ集合理論に基づく少数のサンプル映像からの多様性に対応可能な検索ルール抽出手法''，電子情報通信学会技術研究報告，Vol. 110, No. 414, pp. 129-134 (PRMU2010-228)，2011
  22. 松岡悠太，白浜公章，上原邦昭：``映像例示型検索における高次元特徴量に対する負例選択''，電子情報通信学会技術研究報告，Vol. 110, No. 414, pp. 123-128 (PRMU2010-227)，2011
  23. 杉原ちえり，白浜公章，上原邦昭：``ラフ集合理論を用いたクエリー映像からのイベント検索モデルの導出''，平成21年度　情報処理学会関西支部大会，C-06, 2009
  24. 杉原ちえり，白浜公章，上原邦昭：``SIFT特徴量を用いた映像キーフレームの分類''，2009年電子情報通信学会総合大会，D-12-61, 2009
  25. 水井章人，白浜公章，上原邦昭：``多重対応分析を利用した特徴量選択による映像検索精度の改善''，2009年電子情報通信学会総合大会，D-12-37, 2009
  26. 松村佳奈，白浜公章，上原邦昭：``部分教師付き学習を用いた映像検索''，2009年電子情報通信学会総合大会，D-12-4, 2009
  27. 松岡悠太，白浜公章，上原邦昭：``映像検索精度改善のためのMPEG-7準拠の特徴量の導入''，2009年電子情報通信学会総合大会，D-12-3, 2009
  28. 白浜公章，上原邦昭：``バースト検出に基づく映像からのトピック抽出''，情報処理学会研究報告，2009-MPS-73，pp. 85-88, 2009
  29. 白浜公章，上原邦昭：``映像ストリームにおけるバースト検出に基づくトピック発見''，第70回情報処理学会全国大会，pp. 21-22 (Vol. 2), 2008
  30. 白浜公章，上原邦昭：``連続時間軸上でのバースト検出による映像からのトピック発見''，2007年映像情報メディア学会年次大会，CD-ROM version, 2007
  31. 大高一将，白浜公章，上原邦昭：``ビデオオントロジーを用いた意味内容に基づく映像アーカイブ検索''，2007年映像情報メディア学会年次大会，CD-ROM version, 2007
  32. 出野構一，白浜公章，上原邦昭：``映像検索のためのビデオオントロジーに基づいた自動アノテーション''，2006年映像情報メディア学会冬季大会，CD-ROM version, 2006
  33. 大高一将，白浜公章，上原邦昭：``意味的なパターンを用いた内容に基づく映像検索の評価''，2006年映像情報処理メディア学会冬季大会，CD-ROM version, 2006

その他

  1. 白浜公章：``人間の認知システムをもとにした検索エンジンをつくりだせ''，ニュートン別冊　近畿大学　大解剖，vol. 2，pp. 96-97, 2021
  2. 白浜公章：``経済データに対する値と形状に基づく時系列類似尺度の比較''，国民経済雑誌，Vol. 204，No. 5，pp. 71-79，2011
  3. 白浜公章：``時系列間の類似度測定に基づく経済データからの知識発見''，国民経済雑誌，Vol. 200，No. 6，pp. 125-140，2009

招待講演

  1. 白浜公章：``機械学習を用いたマルチメディア理解：動画像、センサデータからの意味情報抽出とその応用''，株式会社情報機構主催セミナー，川崎市産業振興会館，2019年1月24日
  2. Kimiaki Shirahama: ``Recognition of Activities of Daily Living: How to Extract High-level Activities from Raw Sensor Data'', The Sixth International Conference on Information Technology in Biomedicine (ITIB 2018), Kamień śląski, Poland, June 18, 2018
  3. Kimiaki Shirahama and Marcin Grzegorzek: ``Codebook Approach for Physiological and Behavioural Data Analysis'', The Seventh International Week ``Internet Communication Management'', University of Economics in Katowice, Poland, April 26, 2017
  4. Kimiaki Shirahama: ``Multimedia Sensing: Extracting High-level Semantic Information from Low-level Multimedia Data''，神戸大学ブリュッセルオフィス第7回シンポジウム, Vrije Universiteit Brussel (U-Residence), Belgium, November 8, 2016

学術貢献

  1. Program Committee member of ACM Multimedia Asia (MM Asia 2023)
  2. Program Committee member of ACM Multimedia (MM 2023)
  3. Program Committee member of the Eighth International Workshop on Sensor-Based Activity Recognition and Artificial Intelligence (iWOAR 2023)
  4. Program Committee member of the 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2023)
  5. Program Committee member of ACM Multimedia Asia (MM Asia 2022)
  6. Program Committee member of ACM Multimedia (MM 2022)
  7. Program Committee member of the Ninth International Conference on Information Technology in Biomedicine (ITIB 2022)
  8. Publicity Chair of the Ninth ACIS International Virual Conference on Applied Computing & Information Technology (ACIT 2022)
  9. Program Committee member of ACM Multimedia Asia 2021 (MM Asia 2021)
  10. Program Committee member of ACM Multimedia 2021 (MM 2021)
  11. Program Committee member of ACM Multimedia 2020 (MM 2020)
  12. Program Committee member of the Eighth International Conference on Information Technology in Biomedicine (ITIB 2020) (Record)
  13. Program Committee member of ACM Multimedia Asia 2019 (MM Asia 2019)
  14. Program Committee member of ACM Multimedia 2019 (MM 2019) (Record)
  15. Program Committee member of the Seventh International Conference on Information Technology in Biomedicine (ITIB 2019) (Record)
  16. Publicity Chair of the Sixth International Conference on Computational Science/Intelligence and Applied Informatics (CSII 2019)
  17. Program Committee member of the Sixth International Conference on Information Technology in Biomedicine (ITIB 2018) (Record)
  18. Committee member of the 15th IEEE/ACIS International Conference on Computer and Information Science (ICIS 2016) (Record)
  19. Committee member of the Eighth International Conferences on Advances in Multimedia (MMEDIA 2016) (Record)
  20. Committee member of the Seventh International Conferences on Advances in Multimedia (MMEDIA 2015) (Record)