2024
Clustering Aided Weakly Supervised Training to Detect Anomalous Events in Surveillance Videos.
IEEE Trans. Neural Networks Learn. Syst., October, 2024
Exploiting autoencoder's weakness to generate pseudo anomalies.
Neural Comput. Appl., August, 2024
Constricting Normal Latent Space for Anomaly Detection with Normal-only Training Data.
CoRR, 2024
2023
Semantic-guided de-attention with sharpened triplet marginal loss for visual place recognition.
Pattern Recognit., September, 2023
PseudoBound: Limiting the anomaly reconstruction capability of one-class classifiers using pseudo anomalies.
Neurocomputing, 2023
2022
Stabilizing Adversarially Learned One-Class Novelty Detection Using Pseudo Anomalies.
IEEE Trans. Image Process., 2022
Limiting Reconstruction Capability of Autoencoders Using Moving Backward Pseudo Anomalies.
Proceedings of the 19th International Conference on Ubiquitous Robots, 2022
Driver Drowsiness Detection based on 3D Convolution Neural Network with Optimized Window Size.
Proceedings of the 13th International Conference on Information and Communication Technology Convergence, 2022
Generative Cooperative Learning for Unsupervised Video Anomaly Detection.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
2021
4G-VOS: Video Object Segmentation using guided context embedding.
Knowl. Based Syst., 2021
Cleaning Label Noise with Clusters for Minimally Supervised Anomaly Detection.
CoRR, 2021
A Preliminary Study on Wav2Vec 2.0 Embeddings for Text-to-Speech.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2021
Does Identity Mapping Really Help in ResNet?
Proceedings of the International Conference on Information and Communication Technology Convergence, 2021
TRUMP: Trace Revisitation for User Mobility Prediction.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2021
Domain-Robust Pedestrian-View Intersection Classification.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2021
An Anomaly Detection System via Moving Surveillance Robots with Human Collaboration.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021
Synthetic Temporal Anomaly Guided End-to-End Video Anomaly Detection.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021
Small Object Detection using Context and Attention.
Proceedings of the International Conference on Artificial Intelligence in Information and Communication, 2021
Deep Visual Anomaly Detection with Negative Learning.
Proceedings of the Frontiers of Computer Vision - 27th International Workshop, 2021
Learning Not to Reconstruct Anomalies.
Proceedings of the 32nd British Machine Vision Conference 2021, 2021
2020
A Self-Reasoning Framework for Anomaly Detection Using Video-Level Labels.
IEEE Signal Process. Lett., 2020
Map aerial photography Inpainting for missing error Using AutoEncoder.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2020
Generative Adversarial Network for Robust Regression using Continuous Dataset.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2020
For Safer Navigation: Pedestrian-View Intersection Classification.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2020
CLAWS: Clustering Assisted Weakly Supervised Learning with Normalcy Suppression for Anomalous Event Detection.
Proceedings of the Computer Vision - ECCV 2020, 2020
Old Is Gold: Redefining the Adversarially Learned One-Class Classifier Training Paradigm.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
SmoothMix: a Simple Yet Effective Data Augmentation to Train Robust Classifiers.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
2019
A Brief Survey on Contemporary Methods for Anomaly Detection in Videos.
Proceedings of the 2019 International Conference on Information and Communication Technology Convergence, 2019
Improvement in Deep Networks for Optimization Using eXplainable Artificial Intelligence.
Proceedings of the 2019 International Conference on Information and Communication Technology Convergence, 2019
2018
CNN based Sentence Classification with Semantic Features using Word Clustering.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2018
Rank selection of CP-decomposed convolutional layers with variational Bayesian matrix factorization.
Proceedings of the 20th International Conference on Advanced Communication Technology, 2018
2017
Enhanced Flow Table Management Scheme With an LRU-Based Caching Algorithm for SDN.
IEEE Access, 2017
CP-decomposition with Tensor Power Method for Convolutional Neural Networks compression.
Proceedings of the 2017 IEEE International Conference on Big Data and Smart Computing, 2017
2015
Structuring Mobile User Context Based on Spatio-Temporal Information.
Proceedings of the 2015 International Conference on Big Data Applications and Services, 2015
POI Estimation Method with Incremental Update based on Smartphones.
Proceedings of the 2015 International Conference on Big Data Applications and Services, 2015
2014
Flow table management scheme applying an LRU caching algorithm.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2014
2012
NGSON: features, state of the art, and realization.
IEEE Commun. Mag., 2012
2011
Network management in collective intelligent robotic environment.
Proceedings of the 8th International Conference on Ubiquitous Robots and Ambient Intelligence, 2011
Context-Aware Service Overlay Network: Concept and Case Study.
Proceedings of the 2011 IEEE Asia-Pacific Services Computing Conference, 2011
2010
A nondisruptive multi-path handoff scheme for peer-to-peer live video streaming.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2010
2009
A Nondisruptive Adaptation Scheme for Peer-to-Peer Live Video Streaming during Vertical Handoff.
Proceedings of the 6th IEEE Consumer Communications and Networking Conference, 2009
2008
Observational emergence in evolutionary fuzzy robotics.
Int. J. Model. Identif. Control., 2008
2007
Issues and Implementation of a URC Home Service Robot.
Proceedings of the IEEE RO-MAN 2007, 2007
Natural Emotion Expression of a Robot Based on Reinforcer Intensity and Contingency.
Proceedings of the 2007 IEEE International Conference on Robotics and Automation, 2007
An Efficient Shared Learning Scheme for Layered Video Streaming over Application Layer Multicast.
Proceedings of the Seventh International Conference on Computer and Information Technology (CIT 2007), 2007
2006
A combined group/tree approach for scalable many-to-many reliable multicast.
Comput. Commun., 2006
Neurocognitive Affective System for an Emotive Robot.
Proceedings of the 2006 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2006
A Neuroscientific Approach to Emotion System for Intelligent Agents.
Proceedings of the Embedded and Ubiquitous Computing, International Conference, 2006
2005
Lung Detection by Using Geodesic Active Contour Model Based on Characteristics of Lung Parenchyma Region.
Proceedings of the Advances in Multimedia Information Processing, 2005
The Feature Vector Selection for Robust Multiple Face Detection.
Proceedings of the Advances in Informatics, 2005
Chromatic Adaptation Model for the Variations of the Luminance.
Proceedings of The 2005 International Conference on Imaging Science, 2005
2003
A quantitative analysis of evolvability for an evolutionary fuzzy logic controller.
Integr. Comput. Aided Eng., 2003
2002
A Combined Group/Tree Approach for Many-to-Many Reliable Multicast.
Proceedings of the Proceedings IEEE INFOCOM 2002, 2002
Measuring evolvability in evolutionary fuzzy robotics.
Proceedings of the 2002 Congress on Evolutionary Computation, 2002
2001
Emergent behaviors of a fuzzy sensory-motor controller evolved by genetic algorithm.
IEEE Trans. Syst. Man Cybern. Part B, 2001
An Effective Conversational Agent with User Modeling Based on Bayesian Network.
Proceedings of the Web Intelligence: Research and Development, 2001
Observational emergence of a fuzzy controller evolved by genetic algorithm.
Proceedings of the 2001 Congress on Evolutionary Computation, 2001
1998
Mobile robot learning by evolution of fuzzy controller.
J. Intell. Fuzzy Syst., 1998
1996
Hybrid Evolutionary Learning of Fuzzy Logic and Genetic Algorithm.
Proceedings of the Simulated Evolution and Learning, First Asia-Pacific Conference, 1996