Byung Cheol Song

Orcid: 0000-0001-8742-3433

According to our database1, Byung Cheol Song authored at least 137 papers between 1999 and 2024.

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

Timeline

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Bibliography

2024
Beyond superficial emotion recognition: Modality-adaptive emotion recognition system.
Expert Syst. Appl., January, 2024

Data and Model Uncertainty Aware Salient Object Detection.
IEEE Access, 2024

NIR to LWIR Image Translation for Generating LWIR Image Datasets.
Proceedings of the International Conference on Electronics, Information, and Communication, 2024

Optimizing Real-Time NIR Image Segmentation: Enhancing Accuracy Through Bilateral Fusion for False Negative Mitigation.
Proceedings of the International Conference on Electronics, Information, and Communication, 2024

2023
Task-Adaptive Pseudo Labeling for Transductive Meta-Learning.
CoRR, 2023

TAKDSR: Teacher Assistant Knowledge Distillation Framework for Graphics Image Super-Resolution.
IEEE Access, 2023

Display Visibility Improvement Through Content and Ambient Light-Adaptive Image Enhancement.
IEEE Access, 2023

Fine Gaze Redirection Learning with Gaze Hardness-aware Transformation.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Foreground-Background Disentanglement based on Image and Feature Co-Learning for 3D-Aware Generative Models.
Proceedings of the IEEE International Conference on Visual Communications and Image Processing, 2023

Modality-Aware Ood Suppression Using Feature Discrepancy for Multi-Modal Emotion Recognition.
Proceedings of the IEEE International Conference on Image Processing, 2023

Analysis of performance difference when using knowledge distillation of efficient CNN-based super-resolution algorithm.
Proceedings of the International Conference on Electronics, Information, and Communication, 2023

Stable Quantization-Aware Training with Adaptive Gradient Clipping.
Proceedings of the International Conference on Electronics, Information, and Communication, 2023

2022
Knowledge Transfer via Decomposing Essential Information in Convolutional Neural Networks.
IEEE Trans. Neural Networks Learn. Syst., 2022

Deep Metric Learning With Manifold Class Variability Analysis.
IEEE Trans. Multim., 2022

Image based rainfall amount estimation for auto-wiping of vehicles.
Neural Comput. Appl., 2022

Balanced knowledge distillation for one-stage object detector.
Neurocomputing, 2022

Synthesized rain images for deraining algorithms.
Neurocomputing, 2022

Improving Vision Transformers to Learn Small-Size Dataset From Scratch.
IEEE Access, 2022

CFA: Coupled-Hypersphere-Based Feature Adaptation for Target-Oriented Anomaly Localization.
IEEE Access, 2022

Probabilistic Principal Geodesic Deep Metric Learning.
IEEE Access, 2022

Contextual Gradient Scaling for Few-Shot Learning.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Optimal Transport-based Identity Matching for Identity-invariant Facial Expression Recognition.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Image Enhancement for Improved Visibility of Digital Displays Under The Sunlight.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

RPFNET: Complementary Feature Fusion for Hand Gesture Recognition.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Ensemble Knowledge Guided Sub-network Search and Fine-Tuning for Filter Pruning.
Proceedings of the Computer Vision - ECCV 2022, 2022

Emotion-aware Multi-view Contrastive Learning for Facial Emotion Recognition.
Proceedings of the Computer Vision - ECCV 2022, 2022

Style-Guided and Disentangled Representation for Robust Image-to-Image Translation.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Virtual sample-based deep metric learning using discriminant analysis.
Pattern Recognit., 2021

Vision Transformer for Small-Size Datasets.
CoRR, 2021

Zero-Shot Knowledge Distillation Using Label-Free Adversarial Perturbation With Taylor Approximation.
IEEE Access, 2021

Metric-Based Attention Feature Learning for Video Action Recognition.
IEEE Access, 2021

Hidden Emotion Detection using Multi-modal Signals.
Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

Interpretable Embedding Procedure Knowledge Transfer via Stacked Principal Component Analysis and Graph Neural Network.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Contrastive Adversarial Learning for Person Independent Facial Emotion Recognition.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Visual Scene-Aware Hybrid and Multi-Modal Feature Aggregation for Facial Expression Recognition.
Sensors, 2020

Semi-supervised learning for facial expression-based emotion recognition in the continuous domain.
Multim. Tools Appl., 2020

Eye pupil localization algorithm using convolutional neural networks.
Multim. Tools Appl., 2020

Real-time purchase behavior recognition system based on deep learning-based object detection and tracking for an unmanned product cabinet.
Expert Syst. Appl., 2020

Transformation of Non-Euclidean Space to Euclidean Space for Efficient Learning of Singular Vectors.
IEEE Access, 2020

Filter Pruning and Re-Initialization via Latent Space Clustering.
IEEE Access, 2020

Facial Micro-Expression Recognition Using Two-Dimensional Landmark Feature Maps.
IEEE Access, 2020

Semi-Supervised Learning for Continuous Emotion Recognition Based on Metric Learning.
IEEE Access, 2020

Multimodal Attention Network for Continuous-Time Emotion Recognition Using Video and EEG Signals.
IEEE Access, 2020

Slice-Based Super-Resolution Using Light-Weight Network With Relation Loss.
Proceedings of the IEEE International Conference on Image Processing, 2020

Channel Pruning Via Gradient Of Mutual Information For Light-Weight Convolutional Neural Networks.
Proceedings of the IEEE International Conference on Image Processing, 2020

Deep Learning-Based Pupil Center Detection for Fast and Accurate Eye Tracking System.
Proceedings of the Computer Vision - ECCV 2020, 2020

EPrOD: Evolved Probabilistic Object Detector with Diverse Samples.
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

2019
Hardware-efficient color correlation-adaptive demosaicing with multifiltering.
J. Electronic Imaging, 2019

Macro unit-based convolutional neural network for very light-weight deep learning.
Image Vis. Comput., 2019

Demosaicking algorithm for white-RGB CFA images.
IET Image Process., 2019

Facial Expression Recognition via Relation-based Conditional Generative Adversarial Network.
Proceedings of the International Conference on Multimodal Interaction, 2019

Accurate Eye Pupil Localization Using Heterogeneous CNN Models.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Metric-Based Regularization and Temporal Ensemble for Multi-Task Learning using Heterogeneous Unsupervised Tasks.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Visual Scene-aware Hybrid Neural Network Architecture for Video-based Facial Expression Recognition.
Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019

Graph-based Knowledge Distillation by Multi-head Attention Network.
Proceedings of the 30th British Machine Vision Conference 2019, 2019

2018
Sharpness Enhancement and Super-Resolution of Around-View Monitor Images.
IEEE Trans. Intell. Transp. Syst., 2018

Power-Constrained Image Enhancement Using Multiband Processing for TFT LCD Devices With an Edge LED Backlight Unit.
IEEE Trans. Circuits Syst. Video Technol., 2018

Infrared image super-resolution using auxiliary convolutional neural network and visible image under low-light conditions.
J. Vis. Commun. Image Represent., 2018

Fast Fog Detection for De-Fogging of Road Driving Images.
IEICE Trans. Inf. Syst., 2018

Recognizing Fine Facial Micro-Expressions Using Two-Dimensional Landmark Feature.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Self-supervised Knowledge Distillation Using Singular Value Decomposition.
Proceedings of the Computer Vision - ECCV 2018, 2018

MUNet: Macro Unit-Based Convolutional Neural Network for Mobile Devices.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

2017
Fast super-resolution algorithm using rotation-invariant ELBP classifier and hierarchical pattern matching.
J. Vis. Commun. Image Represent., 2017

Prefiltering and Postfiltering Based on Global Motion Compensation for Improving Coding Efficiency in H.264 and HEVC Codecs.
IEICE Trans. Inf. Syst., 2017

A Single Image Super-Resolution Algorithm Using Non-Local-Mean Self-Similarity and Noise-Robust Saliency Map.
IEICE Trans. Inf. Syst., 2017

Self-Example-Based Edge Enhancement Algorithm for Around View Monitor Images.
Proceedings of the Visual Information Processing and Communication VIII, Burlingame, CA, USA, 29 January 2017, 2017

Fog detection for de-fogging of road driving images.
Proceedings of the 20th IEEE International Conference on Intelligent Transportation Systems, 2017

Multi-modal emotion recognition using semi-supervised learning and multiple neural networks in the wild.
Proceedings of the 19th ACM International Conference on Multimodal Interaction, 2017

CNN-based pre-processing and multi-frame-based view transformation for fisheye camera-based AVM system.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Convolutional neural network-based infrared image super resolution under low light environment.
Proceedings of the 25th European Signal Processing Conference, 2017

2016
Improvement algorithm of video coding efficiency using pre-filtering and post-filtering based on global motion compensation.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2016

2015
A Link Layer Design for DisplayPort Interface with State Machine Based Packet Processing.
J. Signal Process. Syst., 2015

Multi-image high dynamic range algorithm using a hybrid camera.
Signal Process. Image Commun., 2015

Multi-frame de-raining algorithm using a motion-compensated non-local mean filter for rainy video sequences.
J. Vis. Commun. Image Represent., 2015

Learning-based superresolution algorithm using quantized pattern and bimodal postprocessing for text images.
J. Electronic Imaging, 2015

Rain detection and removal algorithm using motion-compensated non-local mean filter.
Proceedings of the Visual Information Processing and Communication VI, 2015

Fast super-resolution algorithm using ELBP classifier.
Proceedings of the 2015 Visual Communications and Image Processing, 2015

Non-uniform Deblur Using Gyro Sensor and Long/Short Exposure Image Pair.
Proceedings of the Advances in Multimedia Information Processing - PCM 2015, 2015

2014
Power-Constrained Contrast Enhancement Algorithm Using Multiscale Retinex for OLED Display.
IEEE Trans. Image Process., 2014

Fast 3D video stabilization using ROI-based warping.
J. Vis. Commun. Image Represent., 2014

Subpixel-based image downsampling algorithm using content-adaptive two-dimensional FIR filters.
IET Image Process., 2014

Automatic SfM-Based 2D-to-3D Conversion for Multi-Object Scenes.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2014

A subpixel-based image downsamping using learned 2D FIR filters.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2014

Local tone mapping using sub-band decomposed multi-scale retinex for high dynamic range images.
Proceedings of the IEEE International Conference on Consumer Electronics, 2014

2013
Video Deblurring Algorithm Using Accurate Blur Kernel Estimation and Residual Deconvolution Based on a Blurred-Unblurred Frame Pair.
IEEE Trans. Image Process., 2013

A content-adaptive sharpness enhancement algorithm using 2D FIR filters trained by pre-emphasis.
J. Vis. Commun. Image Represent., 2013

Spatiotemporal deinterlacing using a maximum a posteriori estimator based on multiple-field registration.
J. Electronic Imaging, 2013

Automatic object-based 2D-to-3D conversion.
Proceedings of the 11th IVMSP Workshop: 3D Image/Video Technologies and Applications, 2013

Three-dimensional perception improvement using sharpness adjustment and hardware implementation.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2013

Video deblurring based on bidirectional motion compensation and accurate blur kernel estimation.
Proceedings of the IEEE International Conference on Image Processing, 2013

Multi-stage image deblurring using long/short exposure time image pair.
Proceedings of the IEEE International Conference on Consumer Electronics, 2013

2012
1080p 60 Hz Intra-Frame Video CODEC Chip Design and Its Implementation.
J. Signal Process. Syst., 2012

Block Adaptive Interpolation Filter Using Trained Dictionary for Sub-Pixel Motion Compensation.
IEEE Trans. Circuits Syst. Video Technol., 2012

Video denoising using overlapped motion compensation and advanced collaborative filtering.
J. Electronic Imaging, 2012

ROI-Based Video Stabilization Algorithm for Hand-Held Cameras.
Proceedings of the 2012 IEEE International Conference on Multimedia and Expo Workshops, 2012

2011
Video Super-Resolution Algorithm Using Bi-Directional Overlapped Block Motion Compensation and On-the-Fly Dictionary Training.
IEEE Trans. Circuits Syst. Video Technol., 2011

Spatio-temporal de-interlacing based on maximum likelihood estimation.
Proceedings of the 2011 IEEE Visual Communications and Image Processing, 2011

Video deblurring algorithm using an adjacent unblurred frame.
Proceedings of the 2011 IEEE Visual Communications and Image Processing, 2011

Block-adaptive interpolation filter for sub-pixel motion compensation.
Proceedings of the 19th European Signal Processing Conference, 2011

2010
High-resolution image scaler using hierarchical motion estimation and overlapped block motion compensation.
IEEE Trans. Consumer Electron., 2010

Noise-robust superresolution based on a classified dictionary.
J. Electronic Imaging, 2010

Key frame-based video super-resolution using bi-directional overlapped block motion compensation and trained dictionary.
Proceedings of the 2nd International Conference on Image Processing Theory Tools and Applications, 2010

Training-based super-resolution algorithm using k-means clustering and detail enhancement.
Proceedings of the 18th European Signal Processing Conference, 2010

2009
An Intra-Frame Rate Control Algorithm for Ultralow Delay H.264/Advanced Video Coding (AVC).
IEEE Trans. Circuits Syst. Video Technol., 2009

1080P 60HZ intra-frame CODEC based on RGB color space for wireless AV streaming.
Proceedings of the International Conference on Image Processing, 2009

Low-complexity near-lossless image coder for efficient bus traffic in very large size multimedia SoC.
Proceedings of the International Conference on Image Processing, 2009

2008
Block Adaptive Inter-Color Compensation Algorithm for RGB 4: 4: 4 Video Coding.
IEEE Trans. Circuits Syst. Video Technol., 2008

High-Speed CAVLC Encoder for 1080p 60-Hz H.264 Codec.
IEEE Signal Process. Lett., 2008

A novel CAVLC architecture for H.264 Video encoding at high bit-rate.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2008), 2008

An intra-frame rate control algorithm for ultra low delay H.264/AVC coding.
Proceedings of the IEEE International Conference on Acoustics, 2008

2006
Fast exhaustive multi-resolution search algorithm based on clustering for efficient image retrieval.
J. Vis. Commun. Image Represent., 2006

2005
A rate-constrained fast full-search algorithm based on block sum pyramid.
IEEE Trans. Image Process., 2005

Multiresolution descriptor matching algorithm for fast exhaustive search in norm-sorted databases.
J. Electronic Imaging, 2005

Transform-domain Wiener filtering for H.264/AVC video encoding and its implementation.
Proceedings of the 2005 International Conference on Image Processing, 2005

Noise Power Estimation for Effective De-Noising in a Video Encoder.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

2004
Multi-resolution block matching algorithm and its VLSI architecture for fast motion estimation in an MPEG-2 video encoder.
IEEE Trans. Circuits Syst. Video Technol., 2004

Interpolative mode prediction for efficient MPEG-2 video encoding.
Proceedings of the Visual Communications and Image Processing 2004, 2004

Clustering-Based Image Retrieval Using Fast Exhaustive Multi-resolution Search Algorithm.
Proceedings of the Advances in Multimedia Information Processing - PCM 2004, 5th Pacific Rim Conference on Multimedia, Tokyo, Japan, November 30, 2004

Motion-compensated temporal pre-filtering for noise reduction in a video encoder.
Proceedings of the 2004 International Conference on Image Processing, 2004

2003
A one-pass variable bit-rate video coding for storage media.
IEEE Trans. Consumer Electron., 2003

A virtual frame rate control algorithm for efficient MPEG-2 video encoding.
IEEE Trans. Consumer Electron., 2003

Virtual frame rate control for efficient MPEG-2 video encoding.
Proceedings of the Visual Communications and Image Processing 2003, 2003

Motion-compensated noise estimation for efficient prefiltering in a video encoder.
Proceedings of the 2003 International Conference on Image Processing, 2003

2002
A fast search algorithm for vector quantization using L2-norm pyramid of codewords.
IEEE Trans. Image Process., 2002

Efficient video transcoding with scan format conversion.
Proceedings of the 2002 International Conference on Image Processing, 2002

2001
A fast multiresolution feature matching algorithm for exhaustive search in large image databases.
IEEE Trans. Circuits Syst. Video Technol., 2001

A fast multi-resolution block matching algorithm and its LSI architecture for low bit-rate video coding.
IEEE Trans. Circuits Syst. Video Technol., 2001

Automatic Shot Change Detection Algorithm Using Multi-stage Clustering for MPEG-Compressed Videos.
J. Vis. Commun. Image Represent., 2001

A Fast Descriptor Matching Algorithm for Exhaustive Search in Large Databases.
Proceedings of the Advances in Multimedia Information Processing, 2001

A novel search algorithm based on L<sub>2</sub>-norm pyramid of codewords for fast vector quantization encoding.
Proceedings of the 2001 International Conference on Image Processing, 2001

2000
A fast multi-resolution block matching algorithm for motion estimation.
Signal Process. Image Commun., 2000

Fast image retrieval based on K-means clustering and multiresolution data structure for large image databases.
Proceedings of the Visual Communications and Image Processing 2000, 2000

Fast multiresolution search algorithm for optimal retrieval in large multimedia databases.
Proceedings of the Storage and Retrieval for Media Databases 2000, 2000

1999
Modified IDCT kernel for down-conversion of MPEG-2 compressed video.
IEEE Trans. Consumer Electron., 1999

Fast edge map extraction from MPEG compressed video data for video parsing.
Proceedings of the Storage and Retrieval for Image and Video Databases VII, 1999

An Efficient Video Down Conversion Algorithm Using Modified IDCT Basis Functions.
Proceedings of the 1999 International Conference on Image Processing, 1999

A fast motion estimation algorithm based on multi-resolution frame structure.
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999


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