Joonwhoan Lee

Orcid: 0000-0003-1854-9643

According to our database1, Joonwhoan Lee authored at least 62 papers between 1992 and 2024.

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Bibliography

2024
GlocalEmoNet: An optimized neural network for music emotion classification and segmentation using timbre and chroma features.
Multim. Tools Appl., September, 2024

Transforming Poultry Farming: A Pyramid Vision Transformer Approach for Accurate Chicken Counting in Smart Farm Environments.
Sensors, May, 2024

A Review on Recent Deep Learning-Based Semantic Segmentation for Urban Greenness Measurement.
Sensors, April, 2024

2023
High-Resolution Representation Learning and Recurrent Neural Network for Singing Voice Separation.
Circuits Syst. Signal Process., February, 2023

Transformer-Based Weed Segmentation for Grass Management.
Sensors, 2023

2022
A Deep Learning-Based Generalized System for Detecting Pine Wilt Disease Using RGB-Based UAV Images.
Remote. Sens., 2022

A Classification-Aware HSI Denoising Model With Neural Adversarial Network.
IEEE Geosci. Remote. Sens. Lett., 2022

Detecting Pine Trees Damaged by Wilt Disease Using Deep Learning Techniques Applied to Multi-Spectral Images.
IEEE Access, 2022

2021
HSIGAN: A Conditional Hyperspectral Image Synthesis Method With Auxiliary Classifier.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Deep-Learning-Based Multimodal Emotion Classification for Music Videos.
Sensors, 2021

An Instance Segmentation Model for Strawberry Diseases Based on Mask R-CNN.
Sensors, 2021

Deep learning-based late fusion of multimodal information for emotion classification of music video.
Multim. Tools Appl., 2021

Multi-modal, Multi-task and Multi-label for Music Genre Classification and Emotion Regression.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2021

An Incremental Learning for Plant Disease classification.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2021

Music Emotion Classification with Deep Neural Nets.
Proceedings of the ICMLT 2021: 6th International Conference on Machine Learning Technologies, Jeju Island, Republic of Korea, April 23, 2021

Deep Learning-based Face Mask Detection Using Automated GUI for COVID-19.
Proceedings of the ICMLT 2021: 6th International Conference on Machine Learning Technologies, Jeju Island, Republic of Korea, April 23, 2021

2020
Offline mobile diagnosis system for citrus pests and diseases using deep compression neural network.
IET Comput. Vis., 2020

A DNN-based semantic segmentation for detecting weed and crop.
Comput. Electron. Agric., 2020

Visual Object Detector for Cow Sound Event Detection.
IEEE Access, 2020

Parallel Stacked Hourglass Network for Music Source Separation.
IEEE Access, 2020

Sound Event Detection in Cowshed using Synthetic Data and Convolutional Neural Network.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2020

2019
A 3-D Atrous Convolution Neural Network for Hyperspectral Image Denoising.
IEEE Trans. Geosci. Remote. Sens., 2019

An Efficient Residual Learning Neural Network for Hyperspectral Image Superresolution.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Automatic Music Mood Detection Using Transfer Learning and Multilayer Perceptron.
Int. J. Fuzzy Log. Intell. Syst., 2019

2018
Domestic Cat Sound Classification Using Transfer Learning.
Int. J. Fuzzy Log. Intell. Syst., 2018

A Deep-Learning Based Model for Emotional Evaluation of Video Clips.
Int. J. Fuzzy Log. Intell. Syst., 2018

Classification of apple leaf conditions in hyper-spectral images for diagnosis of <i>Marssonina</i> blotch using mRMR and deep neural network.
Comput. Electron. Agric., 2018

2017
Recognition of facial expressions based on salient geometric features and support vector machines.
Multim. Tools Appl., 2017

Facial expression recognition based on local region specific features and support vector machines.
Multim. Tools Appl., 2017

Rough Set-Based Approach for Automatic Emotion Classification of Music.
J. Inf. Process. Syst., 2017

2016
Online sequential extreme learning machine-based co-training for dynamic moving cast shadow detection.
Multim. Tools Appl., 2016

Importance of audio feature reduction in automatic music genre classification.
Multim. Tools Appl., 2016

2015
Hybrid Filter Based on Neural Networks for Removing Quantum Noise in Low-Dose Medical X-ray CT Images.
Int. J. Fuzzy Log. Intell. Syst., 2015

An Adaptive Histogram Equalization Based Local Technique for Contrast Preserving Image Enhancement.
Int. J. Fuzzy Log. Intell. Syst., 2015

Facial expression recognition based on region specific appearance and geometric features.
Proceedings of the Tenth International Conference on Digital Information Management, 2015

Nearest multi-prototype based music mood classification.
Proceedings of the 14th IEEE/ACIS International Conference on Computer and Information Science, 2015

2014
Extreme Learning Machine Ensemble Using Bagging for Facial Expression Recognition.
J. Inf. Process. Syst., 2014

Audio feature reduction and analysis for automatic music genre classification.
Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

A local technique for contrast preserving medical image enhancement.
Proceedings of the Medical Imaging 2014: Image Processing, 2014

2013
Geometric Feature-Based Facial Expression Recognition in Image Sequences Using Multi-Class AdaBoost and Support Vector Machines.
Sensors, 2013

A Robust Face Detection Method Based on Skin Color and Edges.
J. Inf. Process. Syst., 2013

Evaluation of different audio features for musical genre classification.
Proceedings of the IEEE Workshop on Signal Processing Systems, 2013

Performance Analysis for Channel Estimation Based on Common Pilot and User-Specific Pilot Schemes.
Proceedings of the Seventh International Conference on Next Generation Mobile Apps, 2013

Rough clustering of Korean foods based on adjectives for taste evaluation.
Proceedings of the 10th International Conference on Fuzzy Systems and Knowledge Discovery, 2013

2012
Generalized extreme learning machine acting on a metric space.
Soft Comput., 2012

Learning Rates for Regularized Classifiers Using Trigonometric Polynomial Kernels.
Neural Process. Lett., 2012

2011
Fuzzy Similarity-Based Emotional Classification of Color Images.
IEEE Trans. Multim., 2011

Nonlinear transfer function-based local approach for color image enhancement.
IEEE Trans. Consumer Electron., 2011

Nonlinear Transfer Function-Based Image Detail Preserving Dynamic Range Compression for Color Image Enhancement.
Proceedings of the Advances in Image and Video Technology - 5th Pacific Rim Symposium, 2011

2010
Emotion-based Music Retrieval using Consistency Principle and Multi-query Method.
Proceedings of the WEBIST 2010, 2010

A Real-Time System for Detecting Illegal Changes-of-Lane Based on Tracking of Feature Points.
Proceedings of the 71st IEEE Vehicular Technology Conference, 2010

Fuzzy Similarity-Based Relative Importance of MPEG-7 Visual Descriptors for Emotional Classification of Images.
Proceedings of the Rough Sets and Current Trends in Computing, 2010

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

Construction of Multi Queries and Consistency Principal for Emotion-Based Image Retrieval.
Proceedings of the 2008 International Conference on Frontiers in Education: Computer Science & Computer Engineering, 2008

An Emotion-based Image Retrieval System based on CBIR.
Proceedings of the 2008 International Conference on Frontiers in Education: Computer Science & Computer Engineering, 2008

2007
Emotional Evaluation of Color Patterns Based on Rough Sets.
Proceedings of the Third International Conference on Natural Computation, 2007

2006
Vision-Based Self-localization of Autonomous Guided Vehicle Using Landmarks of Colored Pentagons.
Proceedings of the Advances in Visual Computing, Second International Symposium, 2006

Interactive Color Planning System Based on MPEG-7 Visual Descriptors.
Proceedings of the Advances in Natural Computation, Second International Conference, 2006

Tourism Guided Information System for Location-Based Services.
Proceedings of the Advanced Web and Network Technologies, and Applications, 2006

2001
Analysis of Camera Operations in MPEG Compressed Domain Based on Generalized Hough Transform.
Proceedings of the Advances in Multimedia Information Processing, 2001

1995
Texture classifiers using the surface area distribution of images.
Proceedings of the Visual Information Processing IV, Orlando, FL, USA, April 17, 1995, 1995

1992
Fuzzy-set-based hierarchical networks for information fusion in computer vision.
Neural Networks, 1992


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