Suk-Ju Kang

Orcid: 0000-0002-4809-956X

According to our database1, Suk-Ju Kang authored at least 115 papers between 2007 and 2024.

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

Timeline

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Bibliography

2024
Cross-Aware Early Fusion With Stage-Divided Vision and Language Transformer Encoders for Referring Image Segmentation.
IEEE Trans. Multim., 2024

Mixup-Based Neural Network for Image Restoration and Structure Prediction From SEM Images.
IEEE Trans. Instrum. Meas., 2024

Image clustering using generated text centroids.
Signal Process. Image Commun., 2024

Human Motion Aware Text-to-Video Generation with Explicit Camera Control.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

MetaSeg: MetaFormer-based Global Contexts-aware Network for Efficient Semantic Segmentation.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Motion Mask-driven Improvements in Monocular Dynamic Novel View Synthesis.
Proceedings of the International Conference on Electronics, Information, and Communication, 2024

CNN-Based Encoder and Transformer-Based Decoder for Efficient Semantic Segmentation.
Proceedings of the International Conference on Electronics, Information, and Communication, 2024

2023
Out-of-Focus Image Deblurring for Mobile Display Vision Inspection.
IEEE Trans. Circuits Syst. Video Technol., September, 2023

Pseudo-Label-Vector-Guided Parallel Attention Network for Remaining Useful Life Prediction.
IEEE Trans. Ind. Informatics, April, 2023

Human Body-Aware Feature Extractor Using Attachable Feature Corrector for Human Pose Estimation.
IEEE Trans. Multim., 2023

Improving Gaze Tracking in Large Screens With Symmetric Gaze Angle Amplification and Optimization Technique.
IEEE Access, 2023

An Unified Framework for Language Guided Image Completion.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Unifying Domain Adaptation and Energy-Based Techniques for Person Search.
Proceedings of the IEEE International Conference on Visual Communications and Image Processing, 2023

Optimized Image Quality Determination for Backlight Dimming.
Proceedings of the 20th International SoC Design Conference, 2023

SEFD: Learning to Distill Complex Pose and Occlusion.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Multi-view stereo with recurrent neural networks for spatio-temporal consistent depth maps.
Proceedings of the International Conference on Electronics, Information, and Communication, 2023

Whole-body Human Mesh Reconstruction with Transformer.
Proceedings of the International Conference on Electronics, Information, and Communication, 2023

InvHDR: Inverse Tone Mapping With Invertible Neural Network.
Proceedings of the International Conference on Electronics, Information, and Communication, 2023

FeedFormer: Revisiting Transformer Decoder for Efficient Semantic Segmentation.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Deep Arbitrary HDRI: Inverse Tone Mapping With Controllable Exposure Changes.
IEEE Trans. Multim., 2022

Dynamic Hand Gesture Recognition Using Improved Spatio-Temporal Graph Convolutional Network.
IEEE Trans. Circuits Syst. Video Technol., 2022

EAGNet: Elementwise Attentive Gating Network-Based Single Image De-Raining With Rain Simplification.
IEEE Trans. Circuits Syst. Video Technol., 2022

Super-Resolving Methodology for Noisy Unpaired Datasets.
Sensors, 2022

Integrated In-vehicle Monitoring System Using 3D Human Pose Estimation and Seat Belt Segmentation.
CoRR, 2022

Heatmap Assisted Accuracy Score Evaluation Method for Machine-Centric Explainable Deep Neural Networks.
IEEE Access, 2022

Image Demoireing via U-Net for Detection of Display Defects.
IEEE Access, 2022

Distribution Density-Aware Compensation for High-Resolution Stretchable Display.
IEEE Access, 2022

Image-Adaptive Hint Generation via Vision Transformer for Outpainting.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Performance Comparison of Soiling Detection Using Anomaly Detection Methodology.
Proceedings of the 19th International SoC Design Conference, 2022

Vision Transformer-Based Retina Vessel Segmentation with Deep Adaptive Gamma Correction.
Proceedings of the IEEE International Conference on Acoustics, 2022

Selective TransHDR: Transformer-Based Selective HDR Imaging Using Ghost Region Mask.
Proceedings of the Computer Vision - ECCV 2022, 2022

Deep Learning-based Real-time Segmentation for Edge Computing Devices.
Proceedings of the 4th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2022

2021
Learning to Generate Multi-Exposure Stacks With Cycle Consistency for High Dynamic Range Imaging.
IEEE Trans. Multim., 2021

Learning Methodologies to Generate Kernel-Learning-Based Image Downscaler for Arbitrary Scaling Factors.
IEEE Trans. Image Process., 2021

Feedback-based object detection for multi-person pose estimation.
Signal Process. Image Commun., 2021

A Generative Adversarial Network-Based Image Denoiser Controlling Heterogeneous Losses.
Sensors, 2021

AnoSeg: Anomaly Segmentation Network Using Self-Supervised Learning.
CoRR, 2021

Selective Focusing Learning in Conditional GANs.
CoRR, 2021

Core-set Sampling for Efficient Neural Architecture Search.
CoRR, 2021

Attention Map-guided Two-stage Anomaly Detection using Hard Augmentation.
CoRR, 2021

3D Hand Pose Estimation via Graph-Based Reasoning.
IEEE Access, 2021

Painting Outside as Inside: Edge Guided Image Outpainting via Bidirectional Rearrangement with Progressive Step Learning.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Attention-Based Bidirectional LSTM-CNN Model for Remaining Useful Life Estimation.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2021

Structured Camera Pose Estimation for Mosaic-Based Omnidirectional Imaging.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2021

Edge Map-guided Scale-iterative Image Deblurring.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2021

End-to-End Differentiable Learning to HDR Image Synthesis for Multi-exposure Images.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Temporal Incoherence-Free Video Retargeting Using Foreground Aware Extrapolation.
IEEE Trans. Image Process., 2020

Object Detection-Based Video Retargeting With Spatial-Temporal Consistency.
IEEE Trans. Circuits Syst. Video Technol., 2020

An Energy-Efficient FPGA-Based Deconvolutional Neural Networks Accelerator for Single Image Super-Resolution.
IEEE Trans. Circuits Syst. Video Technol., 2020

Extrapolation-Based Video Retargeting With Backward Warping Using an Image-to-Warping Vector Generation Network.
IEEE Signal Process. Lett., 2020

Tri-level optimization-based image rectification for polydioptric cameras.
Signal Process. Image Commun., 2020

Painting Outside as Inside: Edge Guided Image Outpainting via Bidirectional Rearrangement with Step-By-Step Learning.
CoRR, 2020

End-to-End Differentiable Learning to HDR Image Synthesis for Multi-exposure Images.
CoRR, 2020

Motion Recognition-Based Robot Arm Control System Using Head Mounted Display.
IEEE Access, 2020

Lightweight Deep Neural Network-based Real-Time Pose Estimation on Embedded Systems.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2020

Fast 3D Hand Pose Estimation for Real-time System.
Proceedings of the International SoC Design Conference, 2020

HDR Image Generator Focused on Saturated Region Restoration with Contextual Loss.
Proceedings of the International SoC Design Conference, 2020

Sequential Compression Using Efficient LUT Correlation for Display Defect Compensation.
Proceedings of the International SoC Design Conference, 2020

An Efficient Accelerator Design Methodology For Deformable Convolutional Networks.
Proceedings of the IEEE International Conference on Image Processing, 2020

Towards Design Methodology of Efficient Fast Algorithms for Accelerating Generative Adversarial Networks on FPGAs.
Proceedings of the 25th Asia and South Pacific Design Automation Conference, 2020

2019
Gradient Prior-Aided CNN Denoiser With Separable Convolution-Based Optimization of Feature Dimension.
IEEE Trans. Multim., 2019

Dual-dissimilarity measure-based statistical video cut detection.
J. Real Time Image Process., 2019

Teaching Where to See: Knowledge Distillation-Based Attentive Information Transfer in Vehicle Maker Classification.
IEEE Access, 2019

Histogram Shape-Based Scene-Change Detection Algorithm.
IEEE Access, 2019

A Decomposition Method of Object Transfiguration.
Proceedings of the SIGGRAPH Asia 2019 Technical Briefs, 2019

Convolutional Neural Network-based Jaywalking Data Generation and Classification.
Proceedings of the 2019 International SoC Design Conference, 2019

Web Scraping Crawling-based Automatic Data Augmentation for Deep Neural Networks-based Vehicle Classifications.
Proceedings of the IEEE International Conference on Consumer Electronics, 2019

Multi-View Image-based Vehicle Brand Recognition System with Cascaded Convolutional Neural Network.
Proceedings of the IEEE International Conference on Consumer Electronics, 2019

SDCNN: An Efficient Sparse Deconvolutional Neural Network Accelerator on FPGA.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2019

2018
Geodesic Path-Based Diffusion Acceleration for Image Denoising.
IEEE Trans. Multim., 2018

Scrolling text detection based on region characteristic analysis for frame rate up-conversion.
Displays, 2018

Perceptual brightness-based inverse tone mapping for high dynamic range imaging.
Displays, 2018

On-Chip CNN Accelerator for Image Super-Resolution.
CoRR, 2018

Deep Chain HDRI: Reconstructing a High Dynamic Range Image from a Single Low Dynamic Range Image.
IEEE Access, 2018

Real-Time People Counting System for Customer Movement Analysis.
IEEE Access, 2018

Object tracking-based foveated super-resolution convolutional neural network for head mounted display.
Proceedings of the SIGGRAPH Asia 2018 Posters, Tokyo, Japan, December 04-07, 2018, 2018

Driver Identification System Using Convolutional Neural Network with Background Removal-based Infrared Data Augmentation.
Proceedings of the 2018 IEEE Intelligent Vehicles Symposium, 2018

Transfer Learning-based Vehicle Classification.
Proceedings of the International SoC Design Conference, 2018

Deep Recursive HDRI: Inverse Tone Mapping Using Generative Adversarial Networks.
Proceedings of the Computer Vision - ECCV 2018, 2018

Optimizing FPGA-based convolutional neural networks accelerator for image super-resolution.
Proceedings of the 23rd Asia and South Pacific Design Automation Conference, 2018

2017
Image Segmentation Using Linked Mean-Shift Vectors and Global/Local Attributes.
IEEE Trans. Circuits Syst. Video Technol., 2017

Photosensor-Based Latency Measurement System for Head-Mounted Displays.
Sensors, 2017

Multi-User Identification-Based Eye-Tracking Algorithm Using Position Estimation.
Sensors, 2017

Backlight dimming based on saliency map acquired by visual attention analysis.
Displays, 2017

Real-time temporal quality compensation technique for head mounted displays.
Proceedings of the SIGGRAPH Asia 2017 Posters, Bangkok, Thailand, November 27 - 30, 2017, 2017

Sensor-based driver condition recognition using support vector machine for the detection of driver drowsiness.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2017

Facial expression recognition system using machine learning.
Proceedings of the International SoC Design Conference, 2017

Census transform-based static caption detection for frame rate up-conversion.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2017

2016
Anisotropic diffusion noise filtering using region adaptive smoothing strength.
J. Vis. Commun. Image Represent., 2016

Real-time stereo matching using extended binary weighted aggregation.
Digit. Signal Process., 2016

Adaptive contrast enhancement using edge-based lighting condition estimation.
Digit. Signal Process., 2016

Extended-dimensional anisotropic diffusion using diffusion paths on inter-color planes for noise reduction.
Digit. Signal Process., 2016

Motion vector smoothing of boundary of moving object for frame rate up-conversion.
Proceedings of the International SoC Design Conference, 2016

Prediction-based latency compensation technique for head mounted display.
Proceedings of the International SoC Design Conference, 2016

Mapping table-based fisheye image correction for low computational complexity.
Proceedings of the International SoC Design Conference, 2016

Real-time eye tracking techni que for multiview 3D systems.
Proceedings of the IEEE International Conference on Consumer Electronics, 2016

Block-based static caption detection using intensity range.
Proceedings of the IEEE 5th Global Conference on Consumer Electronics, 2016

2015
Positional analysis-based scene-change detection algorithm.
Proceedings of the IEEE International Conference on Consumer Electronics, 2015

2014
Adaptive Weight Allocation-Based Subpixel Rendering Algorithm.
IEEE Trans. Circuits Syst. Video Technol., 2014

Image segmentation using linked mean-shift vectors and its implementation on GPU.
IEEE Trans. Consumer Electron., 2014

Dictionary-based anisotropic diffusion for noise reduction.
Pattern Recognit. Lett., 2014

Human perception-based image segmentation using optimising of colour quantisation.
IET Image Process., 2014

2013
Adaptive luminance coding-based scene-change detection for frame rate up-conversion.
IEEE Trans. Consumer Electron., 2013

Multi-histogram based scene change detection for frame rate up-conversion.
Proceedings of the IEEE International Conference on Consumer Electronics, 2013

2012
Luminance-difference-based adaptive subpixel rendering algorithm for matrix displays.
Proceedings of the IEEE International Conference on Consumer Electronics, 2012

2010
Dual Motion Estimation for Frame Rate Up-Conversion.
IEEE Trans. Circuits Syst. Video Technol., 2010

Dynamic clipping ratio determination for global backlight dimming in LCD.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010

Entrance Detection of Buildings Using Multiple Cues.
Proceedings of the Intelligent Information and Database Systems, 2010

2009
Image integrity-based gray-level error control for low power liquid crystal displays.
IEEE Trans. Consumer Electron., 2009

Statistical characteristics in HSI color model and position histogram based vehicle license plate detection.
Intell. Serv. Robotics, 2009

An Efficient Method of Vehicle License Plate Detection Based on HSI Color Model and Histogram.
Proceedings of the Next-Generation Applied Intelligence, 2009

Building-Based Structural Data for Core Functions of Outdoor Scene Analysis.
Proceedings of the Emerging Intelligent Computing Technology and Applications, 2009

Window Extraction Using Geometrical Characteristics of Building Surface.
Proceedings of the Emerging Intelligent Computing Technology and Applications, 2009

2008
Multiframe-based bilateral motion estimation with emphasis on stationary caption processing for frame rate up-conversion.
IEEE Trans. Consumer Electron., 2008

2007
Motion Compensated Frame Rate Up-Conversion Using Extended Bilateral Motion Estimation.
IEEE Trans. Consumer Electron., 2007


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