Hyeyoung Park

According to our database, Hyeyoung Park authored at least 48 papers between 1996 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Prediction Accuracy and Adversarial Robustness of Error-Based Input Perturbation Learning.

Soha Lee, Heesung Yang, Hyeyoung Park

Proceedings of the International Conference on Artificial Intelligence in Information and Communication , 2024

Efficient Few-Shot Classification Using Self-Supervised Learning and Class Factor Analysis.

Youngjae Lee, Hyeyoung Park

Proceedings of the International Conference on Artificial Intelligence in Information and Communication , 2024

2023

An Integrated Approach to Near-duplicate Image Detection.

Heesung Yang, Hyeyoung Park

Proceedings of the International Conference on Artificial Intelligence in Information and Communication, 2023

Effect of Optimization Techniques on Feedback Alignment Learning of Neural Networks.

Soha Lee, Hyeyoung Park

Proceedings of the International Conference on Artificial Intelligence in Information and Communication, 2023

2022

An image selection framework for automatic report generation.

Changhun Hyun, Chan Hur, Hyeyoung Park

Multim. Tools Appl., 2022

2020

Automatic Image Recommendation for Economic Topics using Visual and Semantic Information.

Chan Hur, Changhun Hyun, Hyeyoung Park

Proceedings of the IEEE 14th International Conference on Semantic Computing, 2020

2019

Object Recognition in Very Low Resolution Images Using Deep Collaborative Learning.

Jeongin Seo, Hyeyoung Park

IEEE Access, 2019

Adaptive Natural Gradient Method for Learning Neural Networks with Large Data set in Mini-Batch Mode.

Hyeyoung Park, Kwanyong Lee

Proceedings of the International Conference on Artificial Intelligence in Information and Communication, 2019

Image Recommendation for Automatic Report Generation using Semantic Similarity.

Changhun Hyun, Hyeyoung Park

Proceedings of the International Conference on Artificial Intelligence in Information and Communication, 2019

2018

Correction: Automatic Classification of Tremor Severity in Parkinson's Disease Using a Wearable Device. <i>Sensors</i> 2017, <i>17</i>, 2067.

Hyo Seon Jeon, Woongwoo Lee, Hyeyoung Park, Hong Ji Lee, Sang Kyong Kim, Hanbyul Kim, Beom Seok Jeon, Kwang Suk Park

Sensors, 2018

Wrist sensor-based tremor severity quantification in Parkinson's disease using convolutional neural network.

Hanbyul Kim, Woongwoo Lee, Aryun Kim, Hong Ji Lee, Hyeyoung Park, Hyo Seon Jeon, Sang Kyong Kim, Beom Seok Jeon, Kwang Suk Park

Comput. Biol. Medicine, 2018

2017

Automatic Classification of Tremor Severity in Parkinson's Disease Using a Wearable Device.

Hyo Seon Jeon, Woongwoo Lee, Hyeyoung Park, Hong Ji Lee, Sang Kyong Kim, Hanbyul Kim, Beom Seok Jeon, Kwang Suk Park

Sensors, 2017

Detection, Alignment, and Recognition of Partially Occluded Human Face Based on Statistical Learning of Local Features.

Jeongin Seo, Hyeyoung Park

Proceedings of the 9th International Conference on Machine Learning and Computing, 2017

Recognition of Facial Attributes Using Multi-Task Learning of Deep Networks.

Changhun Hyun, Hyeyoung Park

Proceedings of the 9th International Conference on Machine Learning and Computing, 2017

2016

Enhanced hand part classification from a single depth image using random decision forests.

Myoung-Kyu Sohn, Sang-Heon Lee, Hyunduk Kim, Hyeyoung Park

IET Comput. Vis., 2016

2015

Improving Performance of Facial Expression Recognition using Multi-task Learning of Neural Networks.

Jeongin Seo, Changhun Hyun, Hyeyoung Park

Proceedings of the 3rd International Conference on Human-Agent Interaction, 2015

Measuring Similarity Between Matrix Objects for Pattern Recognition.

Hyunsoek Choi, Hyeyoung Park

Proceedings of the 3rd International Conference on Human-Agent Interaction, 2015

Unconstrained detection of freezing of Gait in Parkinson's disease patients using smartphone.

Hanbyul Kim, Hong Ji Lee, Woongwoo Lee, Sungjun Kwon, Sang Kyong Kim, Hyo Seon Jeon, Hyeyoung Park, Chae Won Shin, Won-Jin Yi, Beom Seok Jeon, Kwang Suk Park

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014

Robust recognition of face with partial variations using local features and statistical learning.

Jeongin Seo, Hyeyoung Park

Neurocomputing, 2014

Matrix correlation distance for 2D image classification.

Hyunsoek Choi, Jeongin Seo, Hyeyoung Park

Proceedings of the Symposium on Applied Computing, 2014

A hierarchical structure for gesture recognition using RGB-D sensor.

Hyunsoek Choi, Hyeyoung Park

Proceedings of the second international conference on Human-agent interaction, 2014

2013

Weighted Pooling of Image Code with Saliency Map for Object Recognition.

Donghyun Kim, Kwanyong Lee, Hyeyoung Park

Proceedings of the Multimedia and Ubiquitous Engineering, 2013

Reliable face recognition using feature selection and image rejection based on probabilistic face model.

Jeongin Seo, Hyeyoung Park

Proceedings of the 28th International Conference on Image and Vision Computing New Zealand, 2013

2012

Probabilistic learning of similarity measures for tensor PCA.

Kwanyong Lee, Hyeyoung Park

Pattern Recognit. Lett., 2012

2011

A Robust Face Recognition through Statistical Learning of Local Features.

Jeongin Seo, Hyeyoung Park

Proceedings of the Neural Information Processing - 18th International Conference, 2011

Facial Image Analysis Using Subspace Segregation Based on Class Information.

Minkook Cho, Hyeyoung Park

Proceedings of the Neural Information Processing - 18th International Conference, 2011

2010

An Efficient Face Recognition through Combining Local Features and Statistical Feature Extraction.

Donghyun Kim, Hyeyoung Park

Proceedings of the PRICAI 2010: Trends in Artificial Intelligence, 2010

2009

Singularity and Slow Convergence of the EM algorithm for Gaussian Mixtures.

Hyeyoung Park, Tomoko Ozeki

Neural Process. Lett., 2009

A feature analysis for dimension reduction based on a data generation model with class factors and environment factors.

Minkook Cho, Hyeyoung Park

Comput. Vis. Image Underst., 2009

Nonlinear dimension reduction using ISOMap based on class information.

Minkook Cho, Hyeyoung Park

Proceedings of the International Joint Conference on Neural Networks, 2009

A Robust Keypoints Matching Strategy for SIFT: An Application to Face Recognition.

Minkook Cho, Hyeyoung Park

Proceedings of the Neural Information Processing, 16th International Conference, 2009

2007

A Subspace Method Based on Data Generation Model with Class Information.

Minkook Cho, Dongwoo Yoon, Hyeyoung Park

Proceedings of the Neural Information Processing, 14th International Conference, 2007

2006

Singularities Affect Dynamics of Learning in Neuromanifolds.

Shun-ichi Amari, Hyeyoung Park, Tomoko Ozeki

Neural Comput., 2006

Classification of Bio-data with Small Data Set Using Additive Factor Model and SVM.

Hyeyoung Park, Minkook Cho

Proceedings of the AI 2006: Advances in Artificial Intelligence, 2006

2005

Multilayer Perceptron and Natural Gradient Learning.

Hyeyoung Park

New Gener. Comput., 2005

A Robust SVM Design for Multi-class Classification.

Minkook Cho, Hyeyoung Park

Proceedings of the AI 2005: Advances in Artificial Intelligence, 2005

2004

Improving Generalization Performance of Natural Gradient Learning Using Optimized Regularization by NIC.

Hyeyoung Park, Noboru Murata, Shun-ichi Amari

Neural Comput., 2004

Learning Dynamics of Neural Networks with Singularity - Standard Gradient vs. Natural Gradient.

Hyeyoung Park, Masato Inoue, Masato Okada

Proceedings of the PRICAI 2004: Trends in Artificial Intelligence, 2004

2003

Learning and inference in hierarchical models with singularities.

Shun-ichi Amari, Tomoko Ozeki, Hyeyoung Park

Syst. Comput. Jpn., 2003

2002

Network Optimization through Learning and Pruning in Neuromanifold.

Hyunjin Lee, Hyeyoung Park, Yillbyung Lee

Proceedings of the PRICAI 2002: Trends in Artificial Intelligence, 2002

A Statistical Identification and Verification Method for Biometrics.

Kwanyong Lee, Hyeyoung Park

Proceedings of the PRICAI 2002: Trends in Artificial Intelligence, 2002

2001

Geometrical Singularities in the Neuromanifold of Multilayer Perceptrons.

Shun-ichi Amari, Hyeyoung Park, Tomoko Ozeki

Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001

Practical Consideration on Generalization Property of Natural Gradient Learning.

Hyeyoung Park

Proceedings of the Connectionist Models of Neurons, 2001

Generalization Error and Training Error at Singularities of Multilayer Perceptrons.

Shun-ichi Amari, Tomoko Ozeki, Hyeyoung Park

Proceedings of the Connectionist Models of Neurons, 2001

2000

Adaptive natural gradient learning algorithms for various stochastic models.

Hyeyoung Park, Shun-ichi Amari, Kenji Fukumizu

Neural Networks, 2000

Adaptive Method of Realizing Natural Gradient Learning for Multilayer Perceptrons.

Shun-ichi Amari, Hyeyoung Park, Kenji Fukumizu

Neural Comput., 2000

An Efficient Learning Algorithm Using Naturla Gradient and Second Order Information of Error Surface.

Hyeyoung Park, Kenji Fukumizu, Shun-ichi Amari, Yillbyung Lee

Proceedings of the PRICAI 2000, Topics in Artificial Intelligence, 6th Pacific Rim International Conference on Artificial Intelligence, Melbourne, Australia, August 28, 2000

1996

Adaptive SEJONG-NET for On-line Hangul Recognition.

Hyeyoung Park, Kwanyong Lee, Yillbyung Lee

Proceedings of the PRICAI'96: Topics in Artificial Intelligence, 1996