Kimiaki Shirahama

Orcid: 0000-0003-1843-5152

Affiliations:
  • University of Siegen, Pattern Recognition Group, Germany


According to our database1, Kimiaki Shirahama authored at least 76 papers between 2004 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2023
A Hierarchical Multitask Learning Approach for the Recognition of Activities of Daily Living Using Data from Wearable Sensors.
Sensors, October, 2023

Sleep Stage Classification in Children Using Self-Attention and Gaussian Noise Data Augmentation.
Sensors, April, 2023

Explainable Artificial Intelligence (XAI) in Pain Research: Understanding the Role of Electrodermal Activity for Automated Pain Recognition.
Sensors, February, 2023

JCSE: Contrastive Learning of Japanese Sentence Embeddings and Its Applications.
CoRR, 2023

Segmentation of weakly visible environmental microorganism images using pair-wise deep learning features.
Biomed. Signal Process. Control., 2023

Embedding-Based Music Emotion Recognition Using Composite Loss.
IEEE Access, 2023

2022
Generic Itemset Mining Based on Reinforcement Learning.
IEEE Access, 2022

2021
LCU-Net: A novel low-cost U-Net for environmental microorganism image segmentation.
Pattern Recognit., 2021

Cross-modal Music Emotion Recognition Using Composite Loss-based Embeddings.
CoRR, 2021

A New Pairwise Deep Learning Feature For Environmental Microorganism Image Analysis.
CoRR, 2021

2020
Rank Pooling Approach for Wearable Sensor-Based ADLs Recognition.
Sensors, 2020

Deep Transfer Learning for Time Series Data Based on Sensor Modality Classification.
Sensors, 2020

Sleep stage classification for child patients using DeConvolutional Neural Network.
Artif. Intell. Medicine, 2020

Kindai University and Osaka Gakuin University at TRECVID 2020 AVS and ActEV Tasks.
Proceedings of the 2020 TREC Video Retrieval Evaluation, 2020

Person Recognition Using Wi-Fi Channel State Information in an Indoor Environment.
Proceedings of the IEEE International Conference on Consumer Electronics - Taiwan, 2020

2019
Labeling of partially occluded regions via the multi-layer CRF.
Multim. Tools Appl., 2019

A polar model for fast object tracking in 360-degree camera images.
Multim. Tools Appl., 2019

Kindai University and Kobe University at TRECVID 2019 AVS Task.
Proceedings of the 2019 TREC Video Retrieval Evaluation, 2019

2018
Example-Based 3D Trajectory Extraction of Objects From 2D Videos.
IEEE Trans. Circuits Syst. Video Technol., 2018

Comparison of Feature Learning Methods for Human Activity Recognition Using Wearable Sensors.
Sensors, 2018

Environmental microorganism classification using conditional random fields and deep convolutional neural networks.
Pattern Recognit., 2018

Less restrictive camera odometry estimation from monocular camera.
Multim. Tools Appl., 2018

Codebook-based electrooculography data analysis towards cognitive activity recognition.
Comput. Biol. Medicine, 2018

A general framework for sensor-based human activity recognition.
Comput. Biol. Medicine, 2018

Kobe University and Kindai University at TRECVID 2018 AVS Task.
Proceedings of the 2018 TREC Video Retrieval Evaluation, 2018

2017
Evaluating contour segment descriptors.
Mach. Vis. Appl., 2017

Kobe University, NICT and University of Siegen at TRECVID 2017 AVS Task.
Proceedings of the 2017 TREC Video Retrieval Evaluation, 2017

Automatic Detection of Blue-Whitish Veil as the Primary Dermoscopic Feature.
Proceedings of the Artificial Intelligence and Soft Computing, 2017

Classification of Physiological Data for Emotion Recognition.
Proceedings of the Artificial Intelligence and Soft Computing, 2017

2016
Shape-based object matching using interesting points and high-order graphs.
Pattern Recognit. Lett., 2016

Object matching with hierarchical skeletons.
Pattern Recognit., 2016

Environmental microbiology aided by content-based image analysis.
Pattern Anal. Appl., 2016

Towards large-scale multimedia retrieval enriched by knowledge about human interpretation - Retrospective survey.
Multim. Tools Appl., 2016

Kobe University, NICT and University of Siegen at TRECVID 2016 AVS Task.
Proceedings of the 2016 TREC Video Retrieval Evaluation, 2016

Multiple human detection in depth images.
Proceedings of the 18th IEEE International Workshop on Multimedia Signal Processing, 2016

Emotion Recognition Based on Physiological Sensor Data Using Codebook Approach.
Proceedings of the Information Technologies in Medicine - 5th International Conference, 2016

Polar Object Tracking in 360-Degree Camera Images.
Proceedings of the IEEE International Symposium on Multimedia, 2016

Unknown object tracking in 360-degree camera images.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Environmental microorganism image retrieval using multiple colour channels fusion and particle swarm optimisation.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Stem cell microscopic image segmentation using supervised normalized cuts.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Codebook approach for sensor-based human activity recognition.
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2016 ACM International Symposium on Wearable Computers, 2016

Convoy Detection in Crowded Surveillance Videos.
Proceedings of the Human Behavior Understanding - 7th International Workshop, 2016

2015
Interactive tracking of insect posture.
Pattern Recognit., 2015

Human-Machine Cooperation in Large-Scale Multimedia Retrieval: A Survey.
J. Probl. Solving, 2015

Weakly supervised detection of video events using hidden conditional random fields.
Int. J. Multim. Inf. Retr., 2015

University of Siegen, Kobe University and NICT at TRECVID 2015 SIN and MED Tasks.
Proceedings of the 2015 TREC Video Retrieval Evaluation, 2015

Shape-based Object Matching Using Point Context.
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

Environmental Microorganism Classification Using Sparse Coding and Weakly Supervised Learning.
Proceedings of the 2nd International Workshop on Environmental Multimedia Retrieval, 2015

Extracting 3D Trajectories of Objects from 2D Videos using Particle Filter.
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

Environmental Microbiological Content-Based Image Retrieval System Using Internal Structure Histogram.
Proceedings of the 9th International Conference on Computer Recognition Systems CORES 2015, 2015

Object detection and depth estimation for 3D trajectory extraction.
Proceedings of the 13th International Workshop on Content-Based Multimedia Indexing, 2015

Video Retrieval Based on Uncertain Concept Detection Using Dempster-Shafer Theory.
Proceedings of the Multimedia Data Mining and Analytics - Disruptive Innovation, 2015

2014
Hybrid negative example selection using visual and conceptual features.
Multim. Tools Appl., 2014

Multimedia Event Detection Using Hidden Conditional Random Fields.
Proceedings of the International Conference on Multimedia Retrieval, 2014

Shape-Based Classification of Environmental Microorganisms.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

2013
University of Siegen, Kobe University and Muroran Institute of Technology at TRECVID 2013 Multimedia Event Detection.
Proceedings of the 2013 TREC Video Retrieval Evaluation, 2013

Classification of environmental microorganisms in microscopic images using shape features and support vector machines.
Proceedings of the IEEE International Conference on Image Processing, 2013

2012
Event retrieval in video archives using rough set theory and partially supervised learning.
Multim. Tools Appl., 2012

Kobe University and Muroran Institute of Technology at TRECVID 20112 Semantic Indexing Task.
Proceedings of the 2012 TREC Video Retrieval Evaluation, 2012

Examining the applicability of virtual reality technique for video retrieval.
Proceedings of the 10th International Workshop on Content-Based Multimedia Indexing, 2012

2011
Constructing and Utilizing Video Ontology for Accurate and Fast Retrieval.
Int. J. Multim. Data Eng. Manag., 2011

Kobe University at TRECVID 2011 Semantic Indexing and Multimedia Event Detection.
Proceedings of the 2011 TREC Video Retrieval Evaluation, 2011

Utilizing Video Ontology for Fast and Accurate Query-by-Example Retrieval.
Proceedings of the 5th IEEE International Conference on Semantic Computing (ICSC 2011), 2011

Video Event Retrieval from a Small Number of Examples Using Rough Set Theory.
Proceedings of the Advances in Multimedia Modeling, 2011

Query by Virtual Example: Video Retrieval Using Example Shots Created by Virtual Reality Techniques.
Proceedings of the Sixth International Conference on Image and Graphics, 2011

Effectiveness of Video Ontology in Query by Example Approach.
Proceedings of the Active Media Technology - 7th International Conference, 2011

2010
Query by Few Video Examples Using Rough Set Theory and Partially Supervised Learning.
Proceedings of the Semantic Multimedia, 2010

Query-Based Video Event Definition Using Rough Set Theory and High-Dimensional Representation.
Proceedings of the Advances in Multimedia Modeling, 2010

2009
Kobe University at TRECVID 2009 Search Task.
Proceedings of the TRECVID 2009 workshop participants notebook papers, 2009

Query-based video event definition using rough set theory.
Proceedings of the 1st ACM international workshop on Events in multimedia, 2009

Mining Event Definitions from Queries for Video Retrieval on the Internet.
Proceedings of the ICDM Workshops 2009, 2009

2008
TRECVID 2008 NOTEBOOK PAPER: InteractiveSearch Using Multiple Queries and Rough Set Theory.
Proceedings of the TRECVID 2008 workshop participants notebook papers, 2008

A Novel Topic Extraction Method Based on Bursts in Video Streams.
Proceedings of the 2008 International Conference on Multimedia and Ubiquitous Engineering (MUE 2008), 2008

2005
Video Data Mining: Mining Semantic Patterns with temporal constraints from Movies.
Proceedings of the Seventh IEEE International Symposium on Multimedia (ISM 2005), 2005

2004
Mining Semantic Structures in Movies.
Proceedings of the Applications of Declarative Programming and Knowledge Management, 2004

Video data mining: rhythms in a movie.
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004


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