Kwang Nam Choi

Orcid: 0000-0002-7420-9216

According to our database1, Kwang Nam Choi authored at least 55 papers between 1997 and 2024.

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

Timeline

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Bibliography

2024
Image Segmentation Using Bias Correction Active Contours.
IEEE Access, 2024

Grad++ScoreCAM: Enhancing Visual Explanations of Deep Convolutional Networks Using Incremented Gradient and Score- Weighted Methods.
IEEE Access, 2024

Increment-CAM: Incrementally-Weighted Class Activation Maps for Better Visual Explanations.
IEEE Access, 2024

Spatially Aware Fusion in 3D Convolutional Autoencoders for Video Anomaly Detection.
IEEE Access, 2024

One-Stage Detection Model Based on Swin Transformer.
IEEE Access, 2024

Medical Image Segmentation Using Combined Level Set and Saliency Analysis.
IEEE Access, 2024

2023
Edge-Based Local and Global Energy Active Contour Model Driven by Signed Pressure Force for Image Segmentation.
IEEE Trans. Instrum. Meas., 2023

SalCor: A Hierarchical Saliency-Driven Segmentation Model With Local Correntropy for Medical Images.
IEEE Access, 2023

Image Generation Model Applying PCA on Latent Space.
Proceedings of the 2023 2nd Asia Conference on Algorithms, Computing and Machine Learning, 2023

A U-Net based Self-Supervised Image Generation Model Applying PCA using Small Datasets.
Proceedings of the 2023 2nd Asia Conference on Algorithms, Computing and Machine Learning, 2023

2021
Active contour model with adaptive weighted function for robust image segmentation under biased conditions.
Expert Syst. Appl., 2021

An Active Contour Method Based on Regularized Kernel Fuzzy C-Means Clustering.
IEEE Access, 2021

Multiple-Clothing Detection and Fashion Landmark Estimation Using a Single-Stage Detector.
IEEE Access, 2021

Active Contour Model for Image Segmentation With Dilated Convolution Filter.
IEEE Access, 2021

Saliency-based Active Contour Model for Image Segmentation and Region Detection.
Proceedings of the International Symposium on Intelligent Signal Processing and Communication Systems, 2021

Hybrid Active Contour Model for Segmentation of Synthetic and Real Images.
Proceedings of the International Symposium on Intelligent Signal Processing and Communication Systems, 2021

Improvement of Detection Rate for Small Objects Using Pre-processing Network.
Proceedings of the ICCCV 2021: 4th International Conference on Control and Computer Vision, Macau, SAR, China, August 13, 2021

2020
Segmentation of Intensity-Corrupted Medical Images Using Adaptive Weight-Based Hybrid Active Contours.
Comput. Math. Methods Medicine, 2020

Hybrid Active Contour Based on Local and Global Statistics Parameterized by Weight Coefficients for Inhomogeneous Image Segmentation.
IEEE Access, 2020

Inhomogeneous Image Segmentation Using Hybrid Active Contours Model With Application to Breast Tumor Detection.
IEEE Access, 2020

Hybrid SPF and KD Operator-Based Active Contour Model for Image Segmentation.
IEEE Access, 2020

SRIS: Saliency-Based Region Detection and Image Segmentation of COVID-19 Infected Cases.
IEEE Access, 2020

Saliency-Driven Active Contour Model for Image Segmentation.
IEEE Access, 2020

Designing of Loss Function for 3D Pedestrian Detection using CenterNet.
Proceedings of the AICCC 2020: 2020 3rd Artificial Intelligence and Cloud Computing Conference, 2020

2019
Fuzzy c-means clustering based active contour model driven by edge scaled region information.
Expert Syst. Appl., 2019

Hybrid Active Contours Driven by Edge and Region Fitting Energies Based on p-Laplace Equation.
IEEE Access, 2019

Generating Pedestrian Training Dataset using DCGAN.
Proceedings of the ICAIP 2019: 3rd International Conference on Advances in Image Processing, 2019

Marker Based Pedestrian Detection Using Augmented Reality.
Proceedings of the ICAIP 2019: 3rd International Conference on Advances in Image Processing, 2019

2018
Transportation Object Detection with Bag of Visual Words Model by PLSA and MLP.
Mob. Networks Appl., 2018

Adaptive active contours based on variable kernel with constant initialisation.
IET Image Process., 2018

An Active Contour Model Based on Region Based Fitting Terms Driven by p-Laplace Length Regularization.
IEEE Access, 2018

Pedestrian Detection based on Reduced High-Dimensional Distinctive Feature using Deep Neural Network.
Proceedings of the 2018 International Conference on Sensors, Signal and Image Processing, 2018

Object Recognition Using Deep Neural Network with Distinctive Features.
Proceedings of the 2nd International Conference on Video and Image Processing, 2018

Active Contours Based on An Anisotropic Diffusion.
Proceedings of the 2018 Digital Image Computing: Techniques and Applications, 2018

2017
Real-Time Head Pose Estimation Framework for Mobile Devices.
Mob. Networks Appl., 2017

Image denoising feedback framework using split Bregman approach.
Expert Syst. Appl., 2017

Segmentation of Left and Right Ventricles in Cardiac MRI Using Active Contours.
Comput. Math. Methods Medicine, 2017

Robust active contours for mammogram image segmentation.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

2016
Active Contours Using Additive Local and Global Intensity Fitting Models for Intensity Inhomogeneous Image Segmentation.
Comput. Math. Methods Medicine, 2016

2015
Segmentation of Regions of Interest Using Active Contours with SPF Function.
Comput. Math. Methods Medicine, 2015

Autonomous flight system using marker recognition on drone.
Proceedings of the 21st Korea-Japan Joint Workshop on Frontiers of Computer Vision, 2015

Movement direction-based approaches for pedestrian detection in road scenes.
Proceedings of the 21st Korea-Japan Joint Workshop on Frontiers of Computer Vision, 2015

2014
Segmentation of Intensity Inhomogeneous Brain MR Images Using Active Contours.
Comput. Math. Methods Medicine, 2014

2013
Multipass Active Contours for an Adaptive Contour Map.
Sensors, 2013

Range image denoising using a constrained local Gaussian model for 3D object query service in the smart space.
Pers. Ubiquitous Comput., 2013

Object Tracking Using Maximum Color Distance and Shape Density.
Proceedings of the Seventh International Conference on Image and Graphics, 2013

Active Contour Method with Locally Computed Signed Pressure Force Function: An Application to Brain MR Image Segmentation.
Proceedings of the Seventh International Conference on Image and Graphics, 2013

2009
RHS-US: Real-Time Hash-Chain Scheme Decreasing Pre-Calculation Mechanism for Ubiquitous Services.
Wirel. Pers. Commun., 2009

2007
Tracking objects with radical color changes using modified mean shift.
Proceedings of the Real-Time Image Processing 2007, San Jose, CA, USA, January 29-30, 2007, 2007

2002
Methods for facial pose estimation.
PhD thesis, 2002

Estimating facial pose using shape-from-shading.
Pattern Recognit. Lett., 2002

Recovering facial pose with the EM algorithm.
Pattern Recognit., 2002

1999
Facial Pose using Shape-from-Shading.
Proceedings of the British Machine Vision Conference 1999, 1999

1998
Estimating 3D Facial Pose using the EM Algorithm.
Proceedings of the British Machine Vision Conference 1998, 1998

1997
Localising Facial Features with Matched Filters.
Proceedings of the Audio- and Video-Based Biometric Person Authentication, 1997


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