Hyeran Byun

Orcid: 0000-0002-3082-3214

According to our database1, Hyeran Byun authored at least 157 papers between 1994 and 2024.

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Bibliography

2024
Small Objects Matters in Weakly-supervised Semantic Segmentation.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2023
Task-aware network: Mitigation of task-aware and task-free performance gap in online continual learning.
Neurocomputing, October, 2023

Expert-guided contrastive learning for video-text retrieval.
Neurocomputing, June, 2023

Fair classification by loss balancing via fairness-aware batch sampling.
Neurocomputing, 2023

BAM-DETR: Boundary-Aligned Moment Detection Transformer for Temporal Sentence Grounding in Videos.
CoRR, 2023

BallGAN: 3D-aware Image Synthesis with a Spherical Background.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Improving Diversity in Zero-Shot GAN Adaptation with Semantic Variations.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

AesPA-Net: Aesthetic Pattern-Aware Style Transfer Networks.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Decomposed Cross-Modal Distillation for RGB-based Temporal Action Detection.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Source-free Subject Adaptation for EEG-based Visual Recognition.
Proceedings of the 11th International Winter Conference on Brain-Computer Interface, 2023

2022
Discriminative deep attributes for generalized zero-shot learning.
Pattern Recognit., 2022

Exploiting shape cues for weakly supervised semantic segmentation.
Pattern Recognit., 2022

Return of the normal distribution: Flexible deep continual learning with variational auto-encoders.
Neural Networks, 2022

WeatherGAN: Unsupervised multi-weather image-to-image translation via single content-preserving UResNet generator.
Multim. Tools Appl., 2022

Exploiting domain transferability for collaborative inter-level domain adaptive object detection.
Expert Syst. Appl., 2022

Fair Contrastive Learning for Facial Attribute Classification.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Inter-subject Contrastive Learning for Subject Adaptive EEG-based Visual Recognition.
Proceedings of the 10th International Winter Conference on Brain-Computer Interface, 2022

2021
Sequence feature generation with temporal unrolling network for zero-shot action recognition.
Neurocomputing, 2021

Zero-shot learning with self-supervision by shuffling semantic embeddings.
Neurocomputing, 2021

The feature generator of hard negative samples for fine-grained image recognition.
Neurocomputing, 2021

Contrastive and consistent feature learning for weakly supervised object localization and semantic segmentation.
Neurocomputing, 2021

ArrowGAN : Learning to generate videos by learning Arrow of Time.
Neurocomputing, 2021

Localization-Aware Adaptive Pairwise Margin Loss for Fine-Grained Image Recognition.
IEEE Access, 2021

Feature Stylization and Domain-aware Contrastive Learning for Domain Generalization.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Learning Action Completeness from Points for Weakly-supervised Temporal Action Localization.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Contrastive Attention Maps for Self-supervised Co-localization.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Domain-Aware Universal Style Transfer.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Continuous Face Aging Generative Adversarial Networks.
Proceedings of the IEEE International Conference on Acoustics, 2021

Mitigating Inter-Subject Brain Signal Variability FOR EEG-Based Driver Fatigue State Classification.
Proceedings of the IEEE International Conference on Acoustics, 2021

Foreground Mining via Contrastive Guidance for Weakly Supervised Object Localization.
Proceedings of the 32nd British Machine Vision Conference 2021, 2021

Learning Subject-independent Representation for EEG-based Drowsy Driving Detection.
Proceedings of the 9th International Winter Conference on Brain-Computer Interface, 2021

Subject Adaptive EEG-Based Visual Recognition.
Proceedings of the Pattern Recognition - 6th Asian Conference, 2021

Learning Disentangled Representation for Fair Facial Attribute Classification via Fairness-aware Information Alignment.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Weakly-supervised Temporal Action Localization by Uncertainty Modeling.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Learning CNN features from DE features for EEG-based emotion recognition.
Pattern Anal. Appl., 2020

Unseen image generating domain-free networks for generalized zero-shot learning.
Neurocomputing, 2020

Selective residual learning for Visual Question Answering.
Neurocomputing, 2020

README: REpresentation learning by fairness-Aware Disentangling MEthod.
CoRR, 2020

Background Modeling via Uncertainty Estimation for Weakly-supervised Action Localization.
CoRR, 2020

Fair-VQA: Fairness-Aware Visual Question Answering Through Sensitive Attribute Prediction.
IEEE Access, 2020

Coping with Pandemics: Opportunities and Challenges for AI Multimedia in the "New Normal".
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Resampling Strategy for Mitigating Unfairness in Face Attribute Classification.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2020

Unsupervised Image-to-Image Translation Via Fair Representation of Gender Bias.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Learning Texture Invariant Representation for Domain Adaptation of Semantic Segmentation.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

FairFaceGAN: Fairness-aware Facial Image-to-Image Translation.
Proceedings of the 31st British Machine Vision Conference 2020, 2020

Subject-Independent EEG-based Emotion Recognition using Adversarial Learning.
Proceedings of the 8th International Winter Conference on Brain-Computer Interface, 2020

In-sample Contrastive Learning and Consistent Attention for Weakly Supervised Object Localization.
Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

Exploiting Transferable Knowledge for Fairness-Aware Image Classification.
Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

Background Suppression Network for Weakly-Supervised Temporal Action Localization.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Contextual Action Cues from Camera Sensor for Multi-Stream Action Recognition.
Sensors, 2019

Exploiting hierarchical visual features for visual question answering.
Neurocomputing, 2019


EZSL-GAN: EEG-based Zero-Shot Learning approach using a Generative Adversarial Network.
Proceedings of the 7th International Winter Conference on Brain-Computer Interface, 2019

2018
Exploiting Web Images for Video Highlight Detection With Triplet Deep Ranking.
IEEE Trans. Multim., 2018

Detecting Construction Equipment Using a Region-Based Fully Convolutional Network and Transfer Learning.
J. Comput. Civ. Eng., 2018

CoVieW'18: The 1st Workshop and Challenge on Comprehensive Video Understanding in the Wild.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Multi-task Joint Learning for Videos in the Wild.
Proceedings of the 1st Workshop and Challenge on Comprehensive Video Understanding in the Wild, 2018

Vision-Based Recognition of Road Regulation for Intelligent Vehicle.
Proceedings of the 2018 IEEE Intelligent Vehicles Symposium, 2018

Face Identification for an in-vehicle Surveillance System Using Near Infrared Camera.
Proceedings of the 15th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2018

2017
Discovering overlooked objects: Context-based boosting of object detection in indoor scenes.
Pattern Recognit. Lett., 2017

Real-time background subtraction based on GPGPU for high-resolution video surveillance.
Proceedings of the 11th International Conference on Ubiquitous Information Management and Communication, 2017

2016
A Space-Time Graph Optimization Approach Based on Maximum Cliques for Action Detection.
IEEE Trans. Circuits Syst. Video Technol., 2016

Multi-view 3D reconstruction by random-search and propagation with view-dependent patch maps.
Multim. Tools Appl., 2016

2015
An Efficient Eye Tracking Using POMDP for Robust Human Computer Interaction.
Proceedings of the Computer Vision Systems - 10th International Conference, 2015

Illumination invariant color segmentation method based on cluster center tree for traffic sign detection.
Proceedings of the 9th International Conference on Ubiquitous Information Management and Communication, 2015

2014
Real-time illumination-invariant speed-limit sign recognition based on a modified census transform and support vector machines.
Proceedings of the 8th International Conference on Ubiquitous Information Management and Communication, 2014

Real-time detection of speed-limit traffic signs on the real road using Haar-like features and boosted cascade.
Proceedings of the 8th International Conference on Ubiquitous Information Management and Communication, 2014

Efficient Multiview Stereo by Random-Search and Propagation.
Proceedings of the 2nd International Conference on 3D Vision, 2014

Efficient Colorization of Large-Scale Point Cloud Using Multi-pass Z-Ordering.
Proceedings of the 2nd International Conference on 3D Vision, 2014

2013
Recognizing human-human interaction activities using visual and textual information.
Pattern Recognit. Lett., 2013

A unified approach to background adaptation and initialization in public scenes.
Pattern Recognit., 2013

Real-time Korean traffic sign detection and recognition.
Proceedings of the 7th International Conference on Ubiquitous Information Management and Communication, 2013

Real-time traffic sign detection with vehicle camera images.
Proceedings of the 7th International Conference on Ubiquitous Information Management and Communication, 2013

Regularization based super-resolution image processing algorithm using edge-adaptive non-local means filter.
Proceedings of the 7th International Conference on Ubiquitous Information Management and Communication, 2013

2012
Service-oriented architecture based on biometric using random features and incremental neural networks.
Soft Comput., 2012

Dynamic curve color model for image matting.
Pattern Recognit. Lett., 2012

Incremental face recognition for large-scale social network services.
Pattern Recognit., 2012

Color and shape feature-based detection of speed sign in real-time.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012

Generating panorama image by synthesizing multiple homography.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

An efficient image automatic tagging method based on a subject area.
Proceedings of the IEEE international Symposium on Broadband Multimedia Systems and Broadcasting, 2012

2011
An efficient incremental face annotation for large scale web services.
Telecommun. Syst., 2011

Realtime training on mobile devices for face recognition applications.
Pattern Recognit., 2011

Plot preservation approach for video summarization.
Proceedings of the IEEE International Conference on Systems, 2011

Tag suggestion using visual content and social tag.
Proceedings of the 5th International Conference on Ubiquitous Information Management and Communication, 2011

Web image annotation using two-step filtering on social tags.
Proceedings of the Imaging and Printing in a Web 2.0 World II, 2011

Human interaction recognition in YouTube videos.
Proceedings of the 8th International Conference on Information, 2011

2010
Coarse-to-Fine Particle Filter by Implicit Motion Estimation for 3D Head Tracking on Mobile Devices.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Adaptive Color Curve Models for Image Matting.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Temporal gradient pattern for the near-duplicate video clustering.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2010

2009
Human tracking and silhouette extraction for human-robot interaction systems.
Pattern Anal. Appl., 2009

Easy real object insertion tool for composite photographs.
Proceedings of the MoMM'2009, 2009

A Random Network Ensemble for Face Recognition.
Proceedings of the Advances in Biometrics, Third International Conference, 2009

Interactive Object Segmentation System from a Video Sequence.
Proceedings of the Human Interface and the Management of Information. Information and Interaction, 2009

Object-Wise Multilayer Background Ordering for Public Area Surveillance.
Proceedings of the Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2009

2008
Shape Representation Robust to the Sketching Order Using Distance Map and Direction Histogram.
Proceedings of the Structural, 2008

Automatic background substitution using monocular camera and temporal foreground probability model.
Proceedings of the 2nd International Conference on Ubiquitous Information Management and Communication, 2008

A fast image retrieval system using index lookup table on mobile device.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Feature extraction method based on cascade noise elimination for sketch recognition.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Curve fitting algorithm using iterative error minimization for sketch beautification.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Multi-resolution 3D morphable models and its matching method.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Multi Subspaces Active Appearance Models.
Proceedings of the 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), 2008

An efficient and accurate hierarchical ICIA fitting method for 3D Morphable Models.
Proceedings of the 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), 2008

A collaborative face recognition framework on a social network platform.
Proceedings of the 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), 2008

2007
Salient human detection for robot vision.
Pattern Anal. Appl., 2007

Illumination Compensation Algorithm Using Eigenspaces Transformation for Facial Images.
Proceedings of the Computer Vision/Computer Graphics Collaboration Techniques, 2007

Human Silhouette Extraction Method Using Region Based Background Subtraction.
Proceedings of the Computer Vision/Computer Graphics Collaboration Techniques, 2007

Efficient Measurement of the Eye Blinking by Using Decision Function for Intelligent Vehicles.
Proceedings of the Computational Science - ICCS 2007, 7th International Conference, Beijing, China, May 27, 2007

Unusual Event Recognition for Mobile Alarm System.
Proceedings of the Computational Science - ICCS 2007, 7th International Conference, Beijing, China, May 27, 2007

Real-Time Stereoscopic Conversion with Adaptable Viewing Distance at Personal Stereoscopic Viewing Devices.
Proceedings of the Human Interface and the Management of Information. Methods, 2007

2006
Accurate Foreground Extraction Using Graph Cut with Trimap Estimation.
Proceedings of the Advances in Image and Video Technology, First Pacific Rim Symposium, 2006

A Combination of Generative and Discriminative Approaches to Object Detection.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Efficient Measurement of Eye Blinking under Various Illumination Conditions for Drowsiness Detection Systems.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Face Alignment Using Segmentation and a Combined AAM in a PTZ Camera.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Robust Object Segmentation Using Graph Cut with Object and Background Seed Estimation.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Disparity Weighted Histogram-Based Object Tracking for Mobile Robot Systems.
Proceedings of the Advances in Artificial Reality and Tele-Existence, 2006

An Integrated Robot Vision System for Multiple Human Tracking and Silhouette Extraction.
Proceedings of the Advances in Artificial Reality and Tele-Existence, 2006

2005
FRIP: a region-based image retrieval tool using automatic image segmentation and stepwise Boolean AND matching.
IEEE Trans. Multim., 2005

2004
Sequential Fusion of Output Coding Methods and Its Application to Face Recognition.
IEICE Trans. Inf. Syst., 2004

Automatic Salient-Object Extraction Using the Contrast Map and Salient Points.
Proceedings of the Advances in Multimedia Information Processing - PCM 2004, 5th Pacific Rim Conference on Multimedia, Tokyo, Japan, November 30, 2004

Improved N-Division Output Coding for Multiclass Learning Problems.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

SVM-based Salient Region(s) Extraction Method for Image Retrieval.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Empirical Remarks on Output Coding Methods for Face Recognition.
Proceedings of the Sixth IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2004), 2004

2003
A new face authentication system for memory-constrained devices.
IEEE Trans. Consumer Electron., 2003

N-division output coding method applied to face recognition.
Pattern Recognit. Lett., 2003

A Survey on Pattern Recognition Applications of Support Vector Machines.
Int. J. Pattern Recognit. Artif. Intell., 2003

Extracting Salient Regions And Learning Importance Scores In Region-Based Image Retrieval.
Int. J. Pattern Recognit. Artif. Intell., 2003

Real-Time Pedestrian Detection Using Support Vector Machines.
Int. J. Pattern Recognit. Artif. Intell., 2003

Robust Face Detection and Tracking for Real-Life Applications.
Int. J. Pattern Recognit. Artif. Intell., 2003

Binary Classifier Fusion Based on the Basic Decomposition Methods.
Proceedings of the Multiple Classifier Systems, 4th International Workshop, 2003

Multi-class Support Vector Machines with Case-Based Combination for Face Recognition.
Proceedings of the Computer Analysis of Images and Patterns, 10th International Conference, 2003

Combining SVM Classifiers for Multiclass Problem: Its Application to Face Recognition.
Proceedings of the Audio-and Video-Based Biometrie Person Authentication, 2003

Performance Evaluation of Face Recognition Algorithms on the Asian Face Database, KFDB.
Proceedings of the Audio-and Video-Based Biometrie Person Authentication, 2003

2002
Query-by-Gesture: An Alternative Content-Based Image Retrieval Query Scheme.
J. Vis. Lang. Comput., 2002

Automatic generation of structured hyperdocuments from document images.
Pattern Recognit., 2002

Automatic text extraction in news images using morphology.
Proceedings of the Visual Communications and Image Processing 2002, 2002

Applications of Support Vector Machines for Pattern Recognition: A Survey.
Proceedings of the Pattern Recognition with Support Vector Machines, 2002

Illumination Normalized Face Image for Face Recognition.
Proceedings of the Structural, 2002

A Simple Illumination Normalization Algorithm for Face Recognition.
Proceedings of the PRICAI 2002: Trends in Artificial Intelligence, 2002

Probabilistic Neural Networks Supporting Multi-Class Relevance Feedback in Region-Based Image Retrieval.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Integrated Region-Based Image Retrieval Using Region??s Spatial Relationships.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Scene Text Extraction in Complex Images.
Proceedings of the Document Analysis Systems V, 5th International Workshop, 2002

Text Extraction in Digital News Video Using Morphology.
Proceedings of the Document Analysis Systems V, 5th International Workshop, 2002

Multiple Regions and Their Spatial Relationship-Based Image Retrieval.
Proceedings of the Image and Video Retrieval, International Conference, 2002

2001
Blending video with synthetic images created from matched viewing environments.
Pattern Recognit., 2001

Region-based Image Retrieval Using Probabilistic Feature Relevance Learning.
Pattern Anal. Appl., 2001

A New Content-Based Image Retrieval System Using Hang Gesture And Relevange Feedback.
Proceedings of the 2001 IEEE International Conference on Multimedia and Expo, 2001

Face Recognition Using Support Vector Machines with the Feature Set Extracted by Genetic Algorithms.
Proceedings of the Audio- and Video-Based Biometric Person Authentication, 2001

2000
Image Retrieval Using Flexible Image Subblocks.
Proceedings of the Applied Computing 2000, 2000

Region-Based Image Retrieval System Using Efficient Feature Description.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

An Image Enhancement Technique Based on Wavelets.
Proceedings of the Biologically Motivated Computer Vision, 2000

1999
Interactive virtual studio and immersive televiewer environment.
Proceedings of the ACM Symposium on Virtual Reality Software and Technology, 1999

A mixed environment for tele-meeting between real and virtual human.
Proceedings of the Proceedings 1999 IEEE/RSJ International Conference on Intelligent Robots and Systems. Human and Environment Friendly Robots with High Intelligence and Emotional Quotients, 1999

1998
Application of PVM: a new parallel implementation of adaptive stack filtering algorithm.
Neural Parallel Sci. Comput., 1998

Korean character recognition based on human-like processing network with recognition-by-generation.
Neural Parallel Sci. Comput., 1998

Automatic Facial Expression Composition from Base Faces.
Proceedings of the 4th Eurographics Workshop on Virtual Environments, 1998

1997
Robust Reconstruction of Damaged Character Images on the Form Documents.
Proceedings of the Graphics Recognition, 1997

1994
Neurocomputing on distributed memory machines
PhD thesis, 1994


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