Atsushi Shimada

Orcid: 0000-0002-3635-9336

According to our database1, Atsushi Shimada authored at least 180 papers between 2003 and 2024.

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

Timeline

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Bibliography

2024
Learning behavioral patterns of students with varying performance in a high school mathematics course using an e-book system.
Res. Pract. Technol. Enhanc. Learn., March, 2024

Tomato Quality Classification Based on Transfer Learning Feature Extraction and Machine Learning Algorithm Classifiers.
IEEE Access, 2024

2023
Adaptive Learning Support System Based on Automatic Recommendation of Personalized Review Materials.
IEEE Trans. Learn. Technol., February, 2023

Development and evaluation of a visualization system to support meaningful e-book learning.
Interact. Learn. Environ., February, 2023

Designing Worksheet for Using ChatGPT: Towards Enhancing Information Retrieval and Judgment Skills.
Proceedings of the IEEE International Conference on Teaching, 2023

Improvement of Image Segmentation Model for Handwritten Notebook Analytics.
Proceedings of the IEEE International Conference on Image Processing, 2023

LECTOR: An attention-based model to quantify e-book lecture slides and topics relationships.
Proceedings of the 16th International Conference on Educational Data Mining, 2023

Contrastive Learning for Reading Behavior Embedding in E-book System.
Proceedings of the Artificial Intelligence in Education - 24th International Conference, 2023

Predicting Student Scores Using Browsing Data and Content Information of Learning Materials.
Proceedings of the Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners, Doctoral Consortium and Blue Sky, 2023

2022
Development and Evaluation of a Field Environment Digest System for Agricultural Education.
Proceedings of the Towards a Collaborative Society Through Creative Learning, 2022

A System to Realize Time- and Location-Independent Teaching and Learning Among Learners Through Sharing Learning-Articles.
Proceedings of the Towards a Collaborative Society Through Creative Learning, 2022

Scaled-Dot Product Attention for Early Detection of At-risk Students.
Proceedings of the IEEE International Conference on Teaching, 2022

Exploring the Use of Probabilistic Latent Representations to Encode the Students' Reading Characteristics.
Proceedings of the 4th Workshop on Predicting Performance Based on the Analysis of Reading Behavior, 2022

How Does Analysis of Handwritten Notes Provide Better Insights for Learning Behavior?
Proceedings of the LAK 2022: 12th International Learning Analytics and Knowledge Conference, Online Event, USA, March 21, 2022

Predicting Student Performance based on Lecture Materials Data using Neural Network Models.
Proceedings of the 4th Workshop on Predicting Performance Based on the Analysis of Reading Behavior, 2022

Background Subtraction Network Module Ensemble for Background Scene Adaptation.
Proceedings of the 18th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2022

2021
An automatic quiz generation system utilizing digital textbook logs.
Interact. Learn. Environ., 2021

Educational data mining for discovering hidden browsing patterns using non-negative matrix factorization.
Interact. Learn. Environ., 2021

Using a Visualization System to Enhance Students' Online Learning Participation Based on Learning Behaviors and Social Presence.
Proceedings of the 2021 IEEE International Conference on Engineering, 2021

Learning Analytics of the Relationships among Knowledge Constructions, Self-regulated Learning, and Learning Performance.
Proceedings of the 2021 IEEE International Conference on Engineering, 2021

Early Detection of At-risk Students based on Knowledge Distillation RNN Models.
Proceedings of the 14th International Conference on Educational Data Mining, 2021

Composing Learning Environments with e-Textbook System (short paper).
Proceedings of the Third International Workshop on Inteligent Textbooks 2021 Co-located with 22nd International Conference on Artificial Intelligence in Education (AIED 2021), 2021

2020
The IPIN 2019 Indoor Localisation Competition - Description and Results.
IEEE Access, 2020

Generating a Consistent Global Map under Intermittent Mapping Conditions for Large-scale Vision-based Navigation.
Proceedings of the 15th International Joint Conference on Computer Vision, 2020

PlanAR: Accurate and Stable 3D Positioning System via Interactive Plane Reconstruction for Handheld Augmented Reality.
Proceedings of the 15th International Joint Conference on Computer Vision, 2020

3D Plant Growth Prediction via Image-to-Image Translation.
Proceedings of the 15th International Joint Conference on Computer Vision, 2020

Semi-automatic Learning Framework Combining Object Detection and Background Subtraction.
Proceedings of the 15th International Joint Conference on Computer Vision, 2020

Development of a Visualization System to Enhance Participation in Computer-Supported Collaboration Learning.
Proceedings of the IEEE International Conference on Teaching, 2020

Toward Identification of Learning Skills from Learning Analytics Approach: A Research Review.
Proceedings of the IEEE International Conference on Teaching, 2020

Real-Time Learning Analytics Dashboard for Students in Online Classes.
Proceedings of the IEEE International Conference on Teaching, 2020

Inactive Behavior Analytics In On-Site Lectures.
Proceedings of the IEEE International Conference on Teaching, 2020

How to Design Collaborative Problem Solving-based STEM Lessons based on the Perspective of Learning Behaviors?
Proceedings of the IEEE International Conference on Teaching, 2020

SALATA: A Web Application for Visualizing Sensor Information in Farm Fields.
Proceedings of the 9th International Conference on Sensor Networks, 2020

On-the-fly Extrinsic Calibration of Non-Overlapping in-Vehicle Cameras based on Visual SLAM under 90-degree Backing-up Parking.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2020

Rethinking Background And Foreground In Deep Neural Network-Based Background Subtraction.
Proceedings of the IEEE International Conference on Image Processing, 2020

Learning Analytics of the Relationships among Learning Behaviors, Learning Performance, and Motivation.
Proceedings of the 20th IEEE International Conference on Advanced Learning Technologies, 2020

Do different instructional styles affect students' learning on summer assignments?
Proceedings of the 20th IEEE International Conference on Advanced Learning Technologies, 2020

Visualization and Analysis for Supporting Teachers Using Clickstream Data and Eye Movement Data.
Proceedings of the Distributed, Ambient and Pervasive Interactions, 2020

Visualizing Studying Activities for a Learning Dashboard Supporting Meta-cognition for Students.
Proceedings of the Distributed, Ambient and Pervasive Interactions, 2020

RGB-D Images Based 3D Plant Growth Prediction by Sequential Images-to-Images Translation with Plant Priors.
Proceedings of the Computer Vision, Imaging and Computer Graphics Theory and Applications, 2020

2019
TransCut2: Transparent Object Segmentation From a Light-Field Image.
IEEE Trans. Computational Imaging, 2019

Indoor Positioning System Based on Chest-Mounted IMU.
Sensors, 2019

Direction of collaborative problem solving-based STEM learning by learning analytics approach.
Res. Pract. Technol. Enhanc. Learn., 2019

Exploring the Relationships between Reading Behavior Patterns and Learning Outcomes Based on Log Data from E-Books: A Human Factor Approach.
Int. J. Hum. Comput. Interact., 2019

Hand Orientation Estimation in Probability Density Form.
CoRR, 2019

Evaluating Indoor Positioning Systems in a Shopping Mall: The Lessons Learned From the IPIN 2018 Competition.
IEEE Access, 2019

Plant Growth Prediction using Convolutional LSTM.
Proceedings of the 14th International Joint Conference on Computer Vision, 2019

Factors investigation of learning behaviors affecting learning performance and self-regulated learning.
Proceedings of the IEEE International Conference on Engineering, Technology and Education, 2019

Pilot Study to Estimate "Difficult" Area in e-Learning Material by Physiological Measurements.
Proceedings of the Sixth ACM Conference on Learning @ Scale, 2019

Proposal and Implementation of an Elderly-oriented User Interface for Learning Support Systems.
Proceedings of the Sixth ACM Conference on Learning @ Scale, 2019

Multi-pedestrian tracking system based on asynchronized IMUs.
Proceedings of the Short Paper Proceedings of the Tenth International Conference on Indoor Positioning and Indoor Navigation - Work-in-Progress Papers (IPIN-WiP 2019) co-located with the Tenth International Conference on Indoor Positioning and Indoor Navigation (IPIN 2019), Pisa, Italy, September 30th, 2019

A System for Grouping Texts and Objects in Slide Layout.
Proceedings of the 8th International Congress on Advanced Applied Informatics, 2019

Integrating Multimodal Learning Analytics and Inclusive Learning Support Systems for People of All Ages.
Proceedings of the Cross-Cultural Design. Culture and Society, 2019

Elicitation of Appropriate Scratching Zones Based on Lecture Slide Layouts.
Proceedings of the Distributed, Ambient and Pervasive Interactions, 2019

Advanced Tools for Digital Learning Management Systems in University Education.
Proceedings of the Distributed, Ambient and Pervasive Interactions, 2019

Investigating Error Resolution Processes in C Programming Exercise Courses.
Proceedings of the 12th International Conference on Educational Data Mining, 2019

Optimizing Assignment of Students to Courses based on Learning Activity Analytics.
Proceedings of the 12th International Conference on Educational Data Mining, 2019

Simple background subtraction constraint for weakly supervised background subtraction network.
Proceedings of the 16th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2019

2018
Automatic Summarization of Lecture Slides for Enhanced Student Preview-Technical Report and User Study-.
IEEE Trans. Learn. Technol., 2018

Reconstruction-Based Change Detection with Image Completion for a Free-Moving Camera.
Sensors, 2018

Yield Visualization Based on Farm Work Information Measured by Smart Devices.
Sensors, 2018

Sparse Cost Volume for Efficient Stereo Matching.
Remote. Sens., 2018

Analytics of Deep Neural Network-Based Background Subtraction.
J. Imaging, 2018

Real-time learning analytics system for improvement of on-site lectures.
Interact. Technol. Smart Educ., 2018

Deep Localization on Panoramic Images.
Proceedings of the 2018 IEEE Conference on Virtual Reality and 3D User Interfaces, 2018

Online change detection for monitoring individual student behavior via clickstream data on E-book system.
Proceedings of the 8th International Conference on Learning Analytics and Knowledge, 2018

On the Prediction of Students' Quiz Score by Recurrent Neural Network.
Proceedings of the Second Multimodal Learning Analytics Across (Physical and Digital) Spaces co-located with the 8th International Learning Analytics and Knowledge Conference, 2018

Redesign of a Data Collection in Digital Textbook Systems.
Proceedings of the 7th International Congress on Advanced Applied Informatics, 2018

Two-step Transfer Learning for Semantic Plant Segmentation.
Proceedings of the 7th International Conference on Pattern Recognition Applications and Methods, 2018

Early Change Detection Based on SpotRank.
Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, 2018

Potential of Wearable Technology for Super-Aging Societies.
Proceedings of the Distributed, Ambient and Pervasive Interactions: Technologies and Contexts, 2018

Design and Evaluation of Seamless Learning Analytics.
Proceedings of the Distributed, Ambient and Pervasive Interactions: Technologies and Contexts, 2018

Towards Supporting Multigenerational Co-creation and Social Activities: Extending Learning Analytics Platforms and Beyond.
Proceedings of the Distributed, Ambient and Pervasive Interactions: Technologies and Contexts, 2018

Simulation of Energy Management by Controlling Crowd Behavior.
Proceedings of the Distributed, Ambient and Pervasive Interactions: Understanding Humans, 2018

Visualization of Real World Activity on Group Work.
Proceedings of the Distributed, Ambient and Pervasive Interactions: Technologies and Contexts, 2018

Visualization of Farm Field Information Based on Farm Worker Activity Sensing.
Proceedings of the Distributed, Ambient and Pervasive Interactions: Understanding Humans, 2018

2017
Adapting Local Features for Face Detection in Thermal Image.
Sensors, 2017

Learning analytics of the relationships among self-regulated learning, learning behaviors, and learning performance.
Res. Pract. Technol. Enhanc. Learn., 2017

Adaptive background model registration for moving cameras.
Pattern Recognit. Lett., 2017

Non-Linear Matrix Completion for Social Image Tagging.
IEEE Access, 2017

Mixed features for face detection in thermal image.
Proceedings of the Thirteenth International Conference on Quality Control by Artificial Vision, 2017

What are Good Design Gestures? - -Towards User- and Machine-friendly Interface-.
Proceedings of the MultiMedia Modeling - 23rd International Conference, 2017

A neural network approach for students' performance prediction.
Proceedings of the Seventh International Learning Analytics & Knowledge Conference, 2017

Finding Traces of High and Low Achievers by Analyzing Undergraduates' E-book Logs.
Proceedings of the Joint Proceedings of the Sixth Multimodal Learning Analytics (MMLA) Workshop and the Second Cross-LAK Workshop co-located with 7th International Learning Analytics and Knowledge Conference (LAK 2017), 2017

Reproducibility of findings from educational big data: a preliminary study.
Proceedings of the Seventh International Learning Analytics & Knowledge Conference, 2017

Real-time learning analytics for C programming language courses.
Proceedings of the Seventh International Learning Analytics & Knowledge Conference, 2017

Sensing technologies for advanced smart agricultural systems.
Proceedings of the Eleventh International Conference on Sensing Technology, 2017

Congestion Analysis Across Locations Based on Wi-Fi Signal Sensing.
Proceedings of the Pattern Recognition Applications and Methods, 2017

Extracting Latent Behavior Patterns of People from Probe Request Data: A Non-negative Tensor Factorization Approach.
Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods, 2017

Analysis of Wi-Fi-based and Perceptual Congestion.
Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods, 2017

Simple Combination of Appearance and Depth for Foreground Segmentation.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2017, 2017

An Easy-to-Setup 3D Phenotyping Platform for KOMATSUNA Dataset.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Revealing Hidden Impression Topics in Students' Journals Based on Nonnegative Matrix Factorization.
Proceedings of the 17th IEEE International Conference on Advanced Learning Technologies, 2017

Face-to-Face Teaching Analytics: Extracting Teaching Activities from E-Book Logs via Time-Series Analysis.
Proceedings of the 17th IEEE International Conference on Advanced Learning Technologies, 2017

Real-Time Learning Analytics of e-Book Operation Logs for On-site Lecture Support.
Proceedings of the 17th IEEE International Conference on Advanced Learning Technologies, 2017

A meaningful discovery learning environment for e-book learners.
Proceedings of the 2017 IEEE Global Engineering Education Conference, 2017

Analytics of deep neural network in change detection.
Proceedings of the 14th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2017

2016
A Knowledge Comparison Environment for Supporting Meaningful Learning of E-Book Users.
Syst., 2016

Learning multi-task local metrics for image annotation.
Multim. Tools Appl., 2016

Background light ray modeling for change detection.
J. Vis. Commun. Image Represent., 2016

Real time vision/sensor based features processing for efficient HCI employing canonical correlation analysis.
J. Reliab. Intell. Environ., 2016

Learning unified binary codes for cross-modal retrieval via latent semantic hashing.
Neurocomputing, 2016

Real time algorithm for efficient HCI employing features obtained from MYO sensor.
Proceedings of the IEEE 59th International Midwest Symposium on Circuits and Systems, 2016

Automatic Generation of Personalized Review Materials Based on Across-Learning-System Analysis.
Proceedings of the First International Workshop on Learning Analytics Across Physical and Digital Spaces (CrossLAK 2016) co-located with 6th International Conference on Learning Analytics & Knowledge (LAK 2016), 2016

Learning Activity Features of High Performance Students.
Proceedings of the First International Workshop on Learning Analytics Across Physical and Digital Spaces (CrossLAK 2016) co-located with 6th International Conference on Learning Analytics & Knowledge (LAK 2016), 2016

Profiling High-achieving Students for E-book-based Learning Analytics.
Proceedings of the First International Workshop on Learning Analytics Across Physical and Digital Spaces (CrossLAK 2016) co-located with 6th International Conference on Learning Analytics & Knowledge (LAK 2016), 2016

Design of a Low-false-positive Gesture for a Wearable Device.
Proceedings of the 5th International Conference on Pattern Recognition Applications and Methods, 2016

Background initialization based on bidirectional analysis and consensus voting.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Video Object Segmentation Based on Superpixel Trajectories.
Proceedings of the Image Analysis and Recognition - 13th International Conference, 2016

WiP Abstract: Human-Assisted Power Demand Forecasting Based on Action Plan Declaration.
Proceedings of the 7th ACM/IEEE International Conference on Cyber-Physical Systems, 2016

Bayesian Network for Predicting Students' Final Grade Using e-Book Logs in University Education.
Proceedings of the 16th IEEE International Conference on Advanced Learning Technologies, 2016

Browsing-Pattern Mining from e-Book Logs with Non-negative Matrix Factorization.
Proceedings of the 9th International Conference on Educational Data Mining, 2016

2015
Light field distortion feature for transparent object classification.
Comput. Vis. Image Underst., 2015

Semi-supervised Coupled Dictionary Learning for Cross-modal Retrieval in Internet Images and Texts.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

1st International Workshop on Recognition Based Augmented Reality Summary.
Proceedings of the 2015 IEEE International Symposium on Mixed and Augmented Reality Workshops, 2015

Coupled dictionary learning and feature mapping for cross-modal retrieval.
Proceedings of the 2015 IEEE International Conference on Multimedia and Expo, 2015

Adaptive search of background models for object detection in images taken by moving cameras.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

TransCut: Transparent Object Segmentation from a Light-Field Image.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Preliminary Research on Self-Regulated Learning and Learning Logs in a Ubiquitus Learning Environment.
Proceedings of the 15th IEEE International Conference on Advanced Learning Technologies, 2015

Informal Learning Behavior Analysis Using Action Logs and Slide Features in E-Textbooks.
Proceedings of the 15th IEEE International Conference on Advanced Learning Technologies, 2015

Evaluation of foreground detection methodology for a moving camera.
Proceedings of the 21st Korea-Japan Joint Workshop on Frontiers of Computer Vision, 2015

Query expansion with pairwise learning in object retrieval challenge.
Proceedings of the 21st Korea-Japan Joint Workshop on Frontiers of Computer Vision, 2015

Change detection on light field for active video surveillance.
Proceedings of the 12th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2015

Person re-identification visualization tool for object tracking across non-overlapping cameras.
Proceedings of the 12th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2015

Spatially-multiplexed MIMO markers.
Proceedings of the 2015 IEEE Symposium on 3D User Interfaces, 2015

2014
Case-based background modeling: associative background database towards low-cost and high-performance change detection.
Mach. Vis. Appl., 2014

Object detection based on spatiotemporal background models.
Comput. Vis. Image Underst., 2014

Tag completion with defective tag assignments via image-tag re-weighting.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

Incremental Learning of Hand Gestures Based on Submovement Sharing.
Proceedings of the Image Analysis and Recognition - 11th International Conference, 2014

MLIA at ImageCLFE 2014 Scalable Concept Image Annotation Challenge.
Proceedings of the Working Notes for CLEF 2014 Conference, 2014

Exploring Image Specific Structured Loss for Image Annotation with Incomplete Labelling.
Proceedings of the Computer Vision - ACCV 2014, 2014

2013
Object Detection Based on Spatio-temporal Light Field Sensing.
IPSJ Trans. Comput. Vis. Appl., 2013

Hash-based early recognition of gesture patterns.
Artif. Life Robotics, 2013

A VLSI DBSCAN processor composed as an array of micro agents having self-growing interconnects.
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013

Latent topic model for image annotation by modeling topic correlation.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo, 2013

Image Annotation by Learning Label-Specific Distance Metrics.
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

A Subunit-Based Dynamic Time Warping Approach for Hand Movement Recognition.
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

Background model based on intensity change similarity among pixels.
Proceedings of the 19th Korea-Japan Joint Workshop on Frontiers of Computer Vision, Incheon, Korea (South), January 30, 2013

Correlated topic model for image annotation.
Proceedings of the 19th Korea-Japan Joint Workshop on Frontiers of Computer Vision, Incheon, Korea (South), January 30, 2013

Hand gesture based TV control system - Towards both user- & machine-friendly gesture applications.
Proceedings of the 19th Korea-Japan Joint Workshop on Frontiers of Computer Vision, Incheon, Korea (South), January 30, 2013

"Clickable real world" information retrieval application based on geo-visual clustering.
Proceedings of the 19th Korea-Japan Joint Workshop on Frontiers of Computer Vision, Incheon, Korea (South), January 30, 2013

Background Modeling Based on Bidirectional Analysis.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Light Field Distortion Feature for Transparent Object Recognition.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Multi-layered Background Modeling for Complex Environment Surveillance.
Proceedings of the 2nd IAPR Asian Conference on Pattern Recognition, 2013

Real-Time Foreground Segmentation from Moving Camera Based on Case-Based Trajectory Classification.
Proceedings of the 2nd IAPR Asian Conference on Pattern Recognition, 2013

2012
Kitchen Scene Context Based Gesture Recognition: A Contest in ICPR2012.
Proceedings of the Advances in Depth Image Analysis and Applications, 2012

Cooking gesture recognition using local feature and depth image.
Proceedings of the ACM multimedia 2012 workshop on Multimedia for cooking and eating activities, 2012

How to Select Useful Hand Shapes for Hand Gesture Recognition System.
Proceedings of the ICPRAM 2012, 2012

WiP Abstract: Estimation of Electric Power Consumption of Individuals by Observing People's Activity.
Proceedings of the 2012 IEEE/ACM Third International Conference on Cyber-Physical Systems, 2012

Evaluation report of integrated background modeling based on spatio-temporal features.
Proceedings of the 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2012

Background Model Based on Statistical Local Difference Pattern.
Proceedings of the Computer Vision - ACCV 2012 Workshops, 2012

2011
Statistical Local Difference Pattern for Background Modeling.
IPSJ Trans. Comput. Vis. Appl., 2011

Maintenance of Blind Background Model for Robust Object Detection.
IPSJ Trans. Comput. Vis. Appl., 2011

Improvement of early recognition of gesture patterns based on a self-organizing map.
Artif. Life Robotics, 2011

Geolocation based image annotation.
Proceedings of the First Asian Conference on Pattern Recognition, 2011

2010
Object Detection Based on Combining Multiple Background Modelings.
IPSJ Trans. Comput. Vis. Appl., 2010

Structuring and Presenting the Distributed Sensory Information in the Sensing Web.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications, 2010

Robust Face Recognition Using Multiple Self-Organized Gabor Features and Local Similarity Matching.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Early Recognition Based on Co-occurrence of Gesture Patterns.
Proceedings of the Neural Information Processing. Models and Applications, 2010

Human Action Recognition by SOM Considering the Probability of Spatio-temporal Features.
Proceedings of the Neural Information Processing. Models and Applications, 2010

Object Detection Using Local Difference Patterns.
Proceedings of the Computer Vision - ACCV 2010, 2010

Adaptive Background Modeling for Paused Object Regions.
Proceedings of the Computer Vision - ACCV 2010 Workshops, 2010

2009
Robust human posture analysis using incremental learning and recall based on degree of confidence of feature points.
Int. J. Intell. Comput. Cybern., 2009

Elimination of Useless Neurons in Incremental Learnable Self-Organizing Map.
Proceedings of the Advances in Self-Organizing Maps, 7th International Workshop, 2009

Early Recognition of Gesture Patterns Using Sparse Code of Self-Organizing Map.
Proceedings of the Advances in Self-Organizing Maps, 7th International Workshop, 2009

Object Detection under Varying Illumination Based on Adaptive Background Modeling Considering Spatial Locality.
Proceedings of the Advances in Image and Video Technology, Third Pacific Rim Symposium, 2009

Vision-Based Motion Capture of Interacting Multiple People.
Proceedings of the Image Analysis and Processing, 2009

Hybrid Background Model Using Spatial-Temporal LBP.
Proceedings of the Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2009

Towards Robust Object Detection: Integrated Background Modeling Based on Spatio-temporal Features.
Proceedings of the Computer Vision, 2009

2008
Robust estimation of human posture using incremental learnable Self-Organizing Map.
Proceedings of the International Joint Conference on Neural Networks, 2008

Visual feature extraction using variable map-dimension Hypercolumn Model.
Proceedings of the International Joint Conference on Neural Networks, 2008

Gesture recognition using sparse code of Hierarchical SOM.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Billiard instruction system for beginners with a projector-camera system.
Proceedings of the International Conference on Advances in Computer Entertainment Technology, 2008

2007
Associative learning method in a hypercolumn model.
Artif. Life Robotics, 2007

A fast algorithm for adaptive background model construction using parzen density estimation.
Proceedings of the Fourth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2007

Non-parametric Background and Shadow Modeling for Object Detection.
Proceedings of the Computer Vision, 2007

2006
Dynamic Control of Adaptive Mixture-of-Gaussians Background Model.
Proceedings of the Advanced Video and Signal Based Surveillance, 2006

2004
Camera Control for a Distant Lecture Based on Estimation of a Teacher's Behavior.
Proceedings of the Pattern Recognition in Information Systems, 2004

Automatic Camera Control System for a Distant Lecture based on Estimation of Teacher's Behavior.
Proceedings of the 7th IASTED International Conference on Computers and Advanced Technology in Education, 2004

2003
Development of a Supporting System for a Distant Lecture Using a Projector.
Proceedings of the IADIS International Conference WWW/Internet 2003, 2003


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