Heechul Jung

IEEE Access, 2024

Re-VoxelDet: Rethinking Neck and Head Architectures for High-Performance Voxel-based 3D Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2023

An effective ensemble framework for Many-Objective optimization based on AdaBoost and K-means clustering.

[BibT_eX]

[DOI]

Vikas Palakonda

Jae-Mo Kang

Expert Syst. Appl., October, 2023

Semantic Map Guided Synthesis of Wireless Capsule Endoscopy Images using Diffusion Models.

[BibT_eX]

[DOI]

CoRR, 2023

Rewarded meta-pruning: Meta Learning with Rewards for Channel Pruning.

[BibT_eX]

[DOI]

CoRR, 2023

Ordinal Regression for Beef Grade Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Consumer Electronics, 2023

2022

MSE-Based Joint Transceiver and Passive Beamforming Designs for Intelligent Reflecting Surface-Aided MIMO Systems.

[BibT_eX]

[DOI]

IEEE Wirel. Commun. Lett., 2022

N-Step Pre-Training and Décalcomanie Data Augmentation for Micro-Expression Recognition.

[BibT_eX]

[DOI]

Chaehyeon Lee

Jiuk Hong

Sensors, 2022

Contrastive Self-Supervised Learning With Smoothed Representation for Remote Sensing.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2022

An adaptive neighborhood based evolutionary algorithm with pivot- solution based selection for multi- and many-objective optimization.

[BibT_eX]

[DOI]

Vikas Palakonda

Jae-Mo Kang

Inf. Sci., 2022

Fair Comparison between Efficient Attentions.

[BibT_eX]

[DOI]

CoRR, 2022

Extending Contrastive Learning to Unsupervised Coreset Selection.

[BibT_eX]

[DOI]

IEEE Access, 2022

2021

SalfMix: A Novel Single Image-Based Data Augmentation Technique Using a Saliency Map.

[BibT_eX]

[DOI]

Sensors, 2021

Rethinking Query, Key, and Value Embedding in Vision Transformer under Tiny Model Constraints.

[BibT_eX]

[DOI]

CoRR, 2021

FixBi: Bridging Domain Spaces for Unsupervised Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Training Domain-Invariant Object Detector Faster With Feature Replay and Slow Learner.

[BibT_eX]

[DOI]

Chaehyeon Lee

Junghoon Seo

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020

Development of Fast Refinement Detectors on AI Edge Platforms.

[BibT_eX]

[DOI]

Min-Kook Choi

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

2019

Randomized Voting-Based Rigid-Body Motion Segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2019

Refining background subtraction using consistent motion detection in adverse weather.

[BibT_eX]

[DOI]

J. Electronic Imaging, 2019

Fast and Accurate Convolutional Object Detectors for Real-time Embedded Platforms.

[BibT_eX]

[DOI]

CoRR, 2019

Learning Receptive Field Size by Learning Filter Size.

[BibT_eX]

[DOI]

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

DavinciGAN: Unpaired Surgical Instrument Translation for Data Augmentation.

[BibT_eX]

[DOI]

Kyungmoon Lee

Min-Kook Choi

Iman Rahmansyah Tayibnapis

Proceedings of the International Conference on Medical Imaging with Deep Learning, 2019

2018

Framework for Evaluating Vision-based Autonomous Steering Control Model.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

Co-Occurrence Matrix Analysis-Based Semi-Supervised Training for Object Detection.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Methodology for improving detection speed of pedestrians in autonomous vehicle by image class classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Consumer Electronics, 2018

End-to-end pedestrian collision warning system based on a convolutional neural network with semantic segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Consumer Electronics, 2018

Simulation framework for improved UI/UX of AR-HUD display.

[BibT_eX]

[DOI]

Min-Kook Choi

Jin-Hee Lee

Iman Rahmansyah Tayibnapis

Soon Kown

Proceedings of the IEEE International Conference on Consumer Electronics, 2018

Less-Forgetful Learning for Domain Expansion in Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Can Deep Neural Networks Match the Related Objects?: A Survey on ImageNet-trained Classification Models.

[BibT_eX]

[DOI]

CoRR, 2017

ResNet-Based Vehicle Classification and Localization in Traffic Surveillance Systems.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

2016

Less-forgetting Learning in Deep Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2016

Real-time personalized facial expression recognition system based on deep learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Consumer Electronics, 2016

2015

Deep Temporal Appearance-Geometry Network for Facial Expression Recognition.

[BibT_eX]

[DOI]

CoRR, 2015

Joint Fine-Tuning in Deep Neural Networks for Facial Expression Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Development of deep learning-based facial expression recognition system.

[BibT_eX]

[DOI]

Proceedings of the 21st Korea-Japan Joint Workshop on Frontiers of Computer Vision, 2015

Rotating your face using multi-task deep neural network.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014

Image Classification Using Convolutional Neural Networks With Multi-stage Feature.

[BibT_eX]

[DOI]

Proceedings of the Robot Intelligence Technology and Applications 3, 2014

Rigid Motion Segmentation Using Randomized Voting.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013

An efficient lane detection algorithm for lane departure detection.

[BibT_eX]

[DOI]

Junggon Min

Proceedings of the 2013 IEEE Intelligent Vehicles Symposium (IV), 2013

High-definition video-based multi-channel top-view vehicle surrounding monitoring system for mobile navigation devices.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Consumer Electronics, 2013

Speaker dependent visual speech recognition using Extended Curvature Gabor filters.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Consumer Electronics, 2013

2012

Speaker Dependent Visual Speech Recognition by Symbol and Real Value Assignment.

[BibT_eX]

[DOI]

Proceedings of the Robot Intelligence Technology and Applications 2012, 2012

2009

Enhanced SVD Based Watermarking with Genetic Algorithm.

[BibT_eX]

[DOI]