Sook Yoon

Orcid: 0000-0002-0194-3356

According to our database1, Sook Yoon authored at least 57 papers between 2002 and 2023.

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

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2023
Known and unknown class recognition on plant species and diseases.
Comput. Electron. Agric., December, 2023

Deep learning-based multi-cattle tracking in crowded livestock farming using video.
Comput. Electron. Agric., September, 2023

A Comprehensive Survey of Image Augmentation Techniques for Deep Learning.
Pattern Recognit., May, 2023

Plant Disease Recognition Datasets in the Age of Deep Learning: Challenges and Opportunities.
CoRR, 2023

Towards Few-shot Out-of-Distribution Detection.
CoRR, 2023

Embracing Limited and Imperfect Data: A Review on Plant Stress Recognition Using Deep Learning.
CoRR, 2023

Variation-Aware Semantic Image Synthesis.
CoRR, 2023

PlantCLEF2023: A Bigger Training Dataset Contributes More than Advanced Pretraining Methods for Plant Identification.
Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023

2022
Enhanced Class-Specific Spatial Normalization for Image Generation.
IEEE Access, 2022

Transfer Learning with Self-Supervised Vision Transformer for Large-Scale Plant Identification.
Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022

2021
Instance-Level Image Translation With a Local Discriminator.
IEEE Access, 2021

2020
Unsupervised image translation using adversarial networks for improved plant disease recognition.
Comput. Electron. Agric., 2020

Deep learning-based hierarchical cattle behavior recognition with spatio-temporal information.
Comput. Electron. Agric., 2020

Deep Learning-Based Techniques for Plant Diseases Recognition in Real-Field Scenarios.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2020

2019
A Multi-Stage Convolution Machine with Scaling and Dilation for Human Pose Estimation.
KSII Trans. Internet Inf. Syst., 2019

2018
Spatial Multilevel Optical Flow Architecture-based Dynamic Motion Estimation in Vehicular Traffic Scenarios.
KSII Trans. Internet Inf. Syst., 2018

Pyramid Histogram of Double Competitive Pattern for Finger Vein Recognition.
IEEE Access, 2018

2017
A Robust Deep-Learning-Based Detector for Real-Time Tomato Plant Diseases and Pests Recognition.
Sensors, 2017

Online adaptive multiple pedestrian tracking in monocular surveillance video.
Neural Comput. Appl., 2017

Advanced Information Technology Convergence 2017.
J. Electr. Comput. Eng., 2017

A novel visual tracking system with adaptive incremental extreme learning machine.
KSII Trans. Internet Inf. Syst., 2017

Exploring finger vein based personal authentication for secure IoT.
Future Gener. Comput. Syst., 2017

Spectral Analysis of CNN for Tomato Disease Identification.
Proceedings of the Artificial Intelligence and Soft Computing, 2017

2016
Visual tracking with semi-supervised online weighted multiple instance learning.
Vis. Comput., 2016

Advanced Information Technology Convergence.
J. Electr. Comput. Eng., 2016

2015
Intensity Variation Normalization for Finger Vein Recognition Using Guided Filter Based Singe Scale Retinex.
Sensors, 2015

2014
A Fast and Robust License Plate Detection Algorithm Based on Two-stage Cascade AdaBoost.
KSII Trans. Internet Inf. Syst., 2014

Finger Vein Recognition Using Generalized Local Line Binary Pattern.
KSII Trans. Internet Inf. Syst., 2014

Feature Component-Based Extreme Learning Machines for Finger Vein Recognition.
Cogn. Comput., 2014

Finger Vein Recognition Using Histogram of Competitive Gabor Responses.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

2013
Robust Finger Vein ROI Localization Based on Flexible Segmentation.
Sensors, 2013

Fingerprint matching based on extreme learning machine.
Neural Comput. Appl., 2013

Finger vein identification using polydirectional local line binary pattern.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2013

Real-time pedestrian detection based on GMM and HOG cascade.
Proceedings of the Sixth International Conference on Machine Vision, 2013

Real-time oriented edge detection via difference of shifted image.
Proceedings of the Sixth International Conference on Machine Vision, 2013

2012
Intelligent fingerprint quality analysis using online sequential extreme learning machine.
Soft Comput., 2012

Leukocyte image segmentation using simulated visual attention.
Expert Syst. Appl., 2012

Guided Gabor Filter for Finger Vein Pattern Extraction.
Proceedings of the Eighth International Conference on Signal Image Technology and Internet Based Systems, 2012

2011
A Fingerprint Recognition Scheme Based on Assembling Invariant Moments for Cloud Computing Communications.
IEEE Syst. J., 2011

2010
Effective Fingerprint Quality Estimation for Diverse Capture Sensors.
Sensors, 2010

Contents-based digital image protection using 2-D cellular automata transforms.
IEICE Electron. Express, 2010

Fingerprint Reference Point Determination Based on Orientation Features.
Proceedings of the Fourth International Conference on Network and System Security, 2010

Determination of Fingerprint Reference Point Based on the Relative Relationship of Orientation Certainty Values.
Proceedings of the 2010 International Conference on Image Processing, 2010

Blind Watermark Scheme Using Cellular Automata Transform.
Proceedings of the 2010 International Conference on Image Processing, 2010

Fingerprint reference point detemination based on a novel ridgeline feature.
Proceedings of the International Conference on Image Processing, 2010

2009
Rule-Based Fingerprint Quality Estimation System Using the Optimal Orientation Certainty Level Approach.
Proceedings of the 2nd International Conference on BioMedical Engineering and Informatics, 2009

2008
Effective Algorithm for Fingerprint Enhancement in Poor Images.
Proceedings of the 2008 International Conference on Image Processing, 2008

2006
A Nonlinear Dynamics Perspective of Wolfram's New Kind of Science Part VI: from Time-Reversible attractors to the Arrow of Time.
Int. J. Bifurc. Chaos, 2006

A novel copyright protection for digital images using extra scrambled information.
Proceedings of the VISAPP 2006: Proceedings of the First International Conference on Computer Vision Theory and Applications, 2006

An Image Protection Scheme Using the Wavelet Coefficients Based on Fingerprinting Technique.
Proceedings of the Computational Intelligence and Security, International Conference, 2006

Applying Learning Vector Quantization Neural Network for Fingerprint Matching.
Proceedings of the AI 2006: Advances in Artificial Intelligence, 2006

2005
A Nonlinear Dynamics Perspective of Wolfram's New Kind of Science Part V: Fractals Everywhere.
Int. J. Bifurc. Chaos, 2005

A Nonlinear Dynamics Perspective of Wolfram's New Kind of Science Part IV: from Bernoulli Shift to 1/F Spectrum.
Int. J. Bifurc. Chaos, 2005

2004
A Nonlinear Dynamics Perspective of Wolfram's New Kind of Science Part III: Predicting the Unpredictable.
Int. J. Bifurc. Chaos, 2004

Automatic Gateway Selection in Bluetooth Scatternet.
Proceedings of the Embedded and Ubiquitous Computing, 2004

2003
A Nonlinear Dynamics Perspective of Wolfram's New Kind of Science Part II: Universal Neuron.
Int. J. Bifurc. Chaos, 2003

2002
A Nonlinear Dynamics Perspective of Wolfram's New Kind of Science Part I: Threshold of Complexity.
Int. J. Bifurc. Chaos, 2002


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