Yuchou Chang

Orcid: 0000-0002-9349-4008

According to our database1, Yuchou Chang authored at least 53 papers between 2005 and 2024.

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

Timeline

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Bibliography

2024
An ensemble approach for accelerated and noise-resilient parallel MRI reconstruction utilizing CycleGANs.
Mach. Vis. Appl., November, 2024

2023
Exploiting Generative Adversarial Networks in Joint Sensitivity Encoding for Enhanced MRI Reconstruction.
Proceedings of the Advances in Visual Computing - 18th International Symposium, 2023

Automating Kernel Size Selection in MRI Reconstruction via a Transparent and Interpretable Search Approach.
Proceedings of the Advances in Visual Computing - 18th International Symposium, 2023

Enhancing Image Reconstruction via Phase-Constrained Data in an Iterative Process.
Proceedings of the Advances in Visual Computing - 18th International Symposium, 2023

2022
A Novel Convolutional Neural Network for Emotion Recognition Using Neurophysiological Signals.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

Interpretable Dimension Reduction for MRI Channel Suppression.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Virtual Conjugate Coil for Improving KerNL Reconstruction.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021
Decoding Brain Activity Features to Recognize Distorted Objects.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

EEG-Based Emotion Recognition for Modulating Social-Aware Robot Navigation.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Parallel MRI Reconstruction Using Broad Learning System.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Improving Nonlinear Interpolation of K-Space Data Using Semi-Supervised Learning and Autoregressive Model.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2019
Architecture design for performing grasp-and-lift tasks in brain-machine-interface-based human-in-the-loop robotic system.
IET Cyper-Phys. Syst.: Theory & Appl., 2019

Adaptive Volterra Filter for Parallel MRI Reconstruction.
EURASIP J. Adv. Signal Process., 2019

Application of Time-Fractional Order Bloch Equation in Magnetic Resonance Fingerprinting.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Accelerating MR Imaging via Deep Chambolle-Pock Network.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018
Kernel Principal Component Analysis of Coil Compression in Parallel Imaging.
Comput. Math. Methods Medicine, 2018

Accelerating Noise-Free MRI Reconstruction for Image-Guided Medical Robot Interventions.
Proceedings of the IEEE International Conference on Intelligence and Safety for Robotics, 2018

MR Brain Image Enhancement via Learning Ensemble.
Proceedings of the IEEE International Conference on Intelligence and Safety for Robotics, 2018

Automatic Clustering of Natural Scene Using Color Spatial Envelope Feature.
Proceedings of the 2018 International Conference on Computing and Artificial Intelligence, 2018

Robotic Path Planning Using A<sup>*</sup> Algorithm for Automatic Navigation in Magnetic Resonance Angiography.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Automating Regularized Sensitivity Encoding Reconstruction via Genetic Algorithm for MRI Robotics.
Proceedings of the IEEE International Conference on Cyborg and Bionic Systems, 2018

Automating Robot Motion Planning for Magnetic Resonance Navigation Using Q-Learning.
Proceedings of the IEEE International Conference on Cyborg and Bionic Systems, 2018

2016
A Real Time EEG Analysis System.
Proceedings of the IEEE First International Conference on Data Science in Cyberspace, 2016

2015
Statistical Machine Learning in Brain State Classification using EEG Data.
Open J. Big Data, 2015

2013
Efficient GRAPPA reconstruction using random projection.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

2012
k-t CSPI: A dynamic MRI reconstruction framework for combining compressed sensing and parallel imaging.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

A hybrid total-variation minimization approach to compressed sensing.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

A kernel approach to compressed sensing parallel MRI.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Smoothed random-like trajectory for compressed sensing MRI.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011
A kernel approach to parallel MRI reconstruction.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

2010
Image reconstruction from phased-array MRI data based on multichannel blind deconvolution.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

2009
CBIR of spine X-ray images on inter-vertebral disc space and shape profiles using feature ranking and voting consensus.
Data Knowl. Eng., 2009

2008
Consensus unsupervised feature ranking from multiple views.
Pattern Recognit. Lett., 2008

Unsupervised feature selection using clustering ensembles and population based incremental learning algorithm.
Pattern Recognit., 2008

Unsupervised data pruning for clustering of noisy data.
Knowl. Based Syst., 2008

A Robust Color Image Quantization Algorithm Based on Knowledge Reuse of K-MeansClustering Ensemble.
J. Multim., 2008

Unsupervised Video Shot Detection Using Clustering Ensemble with a Color Global Scale-Invariant Feature Transform Descriptor.
EURASIP J. Image Video Process., 2008

Edge Detection from Global and Local Views Using an Ensemble of Multiple Edge Detectors.
Proceedings of the Advances in Visual Computing, 4th International Symposium, 2008

Unsupervised Video Shot Segmentation Using Global Color and Texture Information.
Proceedings of the Advances in Visual Computing, 4th International Symposium, 2008

Using collaborative learning for image contrast enhancement.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Unsupervised clustering using hyperclique pattern constraints.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Probabilistic and Graphical Model based Genetic Algorithm Driven Clustering with Instance-level Constraints.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

CBIR of Spine X-Ray Images on Inter-Vertebral Disc Space and Shape Profiles.
Proceedings of the Twenty-First IEEE International Symposium on Computer-Based Medical Systems, 2008

Matching book-spine images for library shelf-reading process automation.
Proceedings of the 2008 IEEE International Conference on Automation Science and Engineering, 2008

Color quantization and image analysis for automated fruit quality evaluation.
Proceedings of the 2008 IEEE International Conference on Automation Science and Engineering, 2008

2007
A Hidden-State Maximum Entropy Model Forword Confidence Estimation.
Proceedings of the IEEE International Conference on Acoustics, 2007

Color-Texture Segmentation of Medical Images Based on Local Contrast Information.
Proceedings of the 2007 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2007

2006
Color-texture image segmentation by integrating directional operators into JSEG method.
Pattern Recognit. Lett., 2006

2005
A facial expression recognition system based on supervised locally linear embedding.
Pattern Recognit. Lett., 2005

Convergence of Estimation of Distribution Algorithms in Optimization of Additively Noisy Fitness Functions.
Proceedings of the 17th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2005), 2005

Combined Color and Texture Segmentation Based on Fibonacci Lattice Sampling and Mean Shift.
Proceedings of the Image Analysis and Recognition, Second International Conference, 2005

Image Retrieval Using Weighted Color Co-occurrence Matrix.
Proceedings of the Database: Enterprise, 2005

A Color Image Segmentation Algorithm by Using Region and Edge Information.
Proceedings of the AI 2005: Advances in Artificial Intelligence, 2005


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