Yuchou Chang

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 22

Top Topics

Autoregressive Model

Principal Component Analysis

Magnetic Resonance

Top Venues

Publications

Alan Okinaka, Gulfam Saju, Yuchou Chang
Automating Kernel Size Selection in MRI Reconstruction via a Transparent and Interpretable Search Approach. ISVC (2) (2023)
Alan Okinaka, Gulfam Saju, Yuchou Chang
Enhancing Image Reconstruction via Phase-Constrained Data in an Iterative Process. ISVC (1) (2023)
Gulfam Saju, Alan Okinaka, Yuchou Chang
Exploiting Generative Adversarial Networks in Joint Sensitivity Encoding for Enhanced MRI Reconstruction. ISVC (2) (2023)
Yuchou Chang, Jiming Zhang, Huy Anh Pham, Zhiqiang Li, Jingyuan Lyu
Virtual Conjugate Coil for Improving KerNL Reconstruction. EMBC (2022)
Marc Tunnell, Huijin Chung, Yuchou Chang
A Novel Convolutional Neural Network for Emotion Recognition Using Neurophysiological Signals. ICRA (2022)
Yuchou Chang, Jiming Zhang, Huy Anh Pham, Jingyuan Lyu, Zhiqiang Li
Interpretable Dimension Reduction for MRI Channel Suppression. EMBC (2022)
Yuchou Chang, Ukash Nakarmi
Parallel MRI Reconstruction Using Broad Learning System. EMBC (2021)
Yuchou Chang
Improving Nonlinear Interpolation of K-Space Data Using Semi-Supervised Learning and Autoregressive Model. EMBC (2021)
Yuchou Chang, Mert Saritac
Decoding Brain Activity Features to Recognize Distorted Objects. EMBC (2021)
Yuchou Chang, Liang Sun
EEG-Based Emotion Recognition for Modulating Social-Aware Robot Navigation. EMBC (2021)
Haifeng Wang, Yihang Zhou, Shi Su, Zhanqi Hu, Jianxiang Liao, Yuchou Chang
Adaptive Volterra Filter for Parallel MRI Reconstruction. EURASIP J. Adv. Signal Process. 2019 (2019)
Haifeng Wang, Lixian Zou, Huihui Ye, Shi Su, Yuchou Chang, Xin Liu, Dong Liang
Application of Time-Fractional Order Bloch Equation in Magnetic Resonance Fingerprinting. ISBI (2019)
Yuchou Chang
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. 4 (3) (2019)
Haifeng Wang, Jing Cheng, Sen Jia, Zhilang Qiu, Caiyun Shi, Lixian Zou, Shi Su, Yuchou Chang, Yanjie Zhu, Leslie Ying, Dong Liang
Accelerating MR Imaging via Deep Chambolle-Pock Network. EMBC (2019)
Xiaoyan Wang, Zhenzhou An, Haifeng Wang, Yuchou Chang
MR Brain Image Enhancement via Learning Ensemble. ISR (2018)
Haifeng Wang, Xiaoyan Wang, Yuchou Chang
Automatic Clustering of Natural Scene Using Color Spatial Envelope Feature. ICCAI (2018)
Yuchou Chang, Haifeng Wang
Kernel Principal Component Analysis of Coil Compression in Parallel Imaging. Comput. Math. Methods Medicine 2018 (2018)
Xiaoyan Wang, Zhenzhou An, Haifeng Wang, Yuchou Chang
Accelerating Noise-Free MRI Reconstruction for Image-Guided Medical Robot Interventions. ISR (2018)
Xiaoyan Wang, Zhenzhou An, Yihang Zhou, Haifeng Wang, Yuchou Chang
Automating Robot Motion Planning for Magnetic Resonance Navigation Using Q-Learning. CBS (2018)
Yuchou Chang, Xiaoyan Wang, Zhenzhou An, Haifeng Wang
Algorithm for Automatic Navigation in Magnetic Resonance Angiography. EMBC (2018)
Xiaoyan Wang, Zhenzhou An, Yihang Zhou, Haifeng Wang, Yuchou Chang
Automating Regularized Sensitivity Encoding Reconstruction via Genetic Algorithm for MRI Robotics. CBS (2018)
Jonathan Garza, Yuezhe Li, Yuchou Chang, Hong Lin
A Real Time EEG Analysis System. DSC (2016)
Yuezhe Li, Yuchou Chang, Hong Lin
Statistical Machine Learning in Brain State Classification using EEG Data. Open J. Big Data 1 (2) (2015)
Jingyuan Lyu, Yuchou Chang, Leslie Ying
Efficient GRAPPA reconstruction using random projection. ISBI (2013)
Yuchou Chang, Kevin F. King, Dong Liang, Yong Wang, Leslie Ying
A kernel approach to compressed sensing parallel MRI. ISBI (2012)
Yong Wang, Dong Liang, Yuchou Chang, Leslie Ying
A hybrid total-variation minimization approach to compressed sensing. ISBI (2012)
Yihang Zhou, Yuchou Chang, Dong Liang, Leslie Ying
k-t CSPI: A dynamic MRI reconstruction framework for combining compressed sensing and parallel imaging. ISBI (2012)
Haifeng Wang, Xiaoyan Wang, Yihang Zhou, Yuchou Chang, Yong Wang
Smoothed random-like trajectory for compressed sensing MRI. EMBC (2012)
Yuchou Chang, Dong Liang, Leslie Ying
A kernel approach to parallel MRI reconstruction. ISBI (2011)
Huajun She, Rang-Rang Chen, Dong Liang, Yuchou Chang, Leslie Ying
Image reconstruction from phased-array MRI data based on multichannel blind deconvolution. ISBI (2010)
Dah-Jye Lee, Sameer K. Antani, Yuchou Chang, Kent Gledhill, L. Rodney Long, Paul Christensen
CBIR of spine X-ray images on inter-vertebral disc space and shape profiles using feature ranking and voting consensus. Data Knowl. Eng. 68 (12) (2009)
Yi Hong, Sam Kwong, Yuchou Chang, Qingsheng Ren
Unsupervised data pruning for clustering of noisy data. Knowl. Based Syst. 21 (7) (2008)
Yi Hong, Sam Kwong, Yuchou Chang, Qingsheng Ren
Consensus unsupervised feature ranking from multiple views. Pattern Recognit. Lett. 29 (5) (2008)
Yuchou Chang, Dah-Jye Lee, James K. Archibald, Yi Hong
Using collaborative learning for image contrast enhancement. ICPR (2008)
Dah-Jye Lee, Yuchou Chang, James K. Archibald, Christopher R. Greco
Color quantization and image analysis for automated fruit quality evaluation. CASE (2008)
Yi Hong, Sam Kwong, Hanli Wang, Qingsheng Ren, Yuchou Chang
Probabilistic and Graphical Model based Genetic Algorithm Driven Clustering with Instance-level Constraints. IEEE Congress on Evolutionary Computation (2008)
Yuchou Chang, Dah-Jye Lee, Yi Hong, James K. Archibald
Unsupervised Video Shot Segmentation Using Global Color and Texture Information. ISVC (1) (2008)
Yuchou Chang, Dah-Jye Lee, Yi Hong, James K. Archibald
Edge Detection from Global and Local Views Using an Ensemble of Multiple Edge Detectors. ISVC (2) (2008)
Yuchou Chang, Dah-Jye Lee, Yi Hong, James K. Archibald, Dong Liang
A Robust Color Image Quantization Algorithm Based on Knowledge Reuse of K-MeansClustering Ensemble. J. Multim. 3 (2) (2008)
Dah-Jye Lee, Yuchou Chang, James K. Archibald, Clint Pitzak
Matching book-spine images for library shelf-reading process automation. CASE (2008)
Yi Hong, Sam Kwong, Yuchou Chang, Qingsheng Ren
Unsupervised feature selection using clustering ensembles and population based incremental learning algorithm. Pattern Recognit. 41 (9) (2008)
Yuchou Chang, Dah-Jye Lee, James K. Archibald, Yi Hong
Unsupervised clustering using hyperclique pattern constraints. ICPR (2008)
Yuchou Chang, Sameer K. Antani, Dah-Jye Lee, Kent Gledhill, L. Rodney Long, Paul Christensen
CBIR of Spine X-Ray Images on Inter-Vertebral Disc Space and Shape Profiles. CBMS (2008)
Yuchou Chang, Dah-Jye Lee, Yi Hong, James K. Archibald
Unsupervised Video Shot Detection Using Clustering Ensemble with a Color Global Scale-Invariant Feature Transform Descriptor. EURASIP J. Image Video Process. 2008 (2008)
Peng Yu, Jie Xu, Guo-Liang Zhang, Yuchou Chang, Frank Seide
A Hidden-State Maximum Entropy Model Forword Confidence Estimation. ICASSP (4) (2007)
Yuchou Chang, Dah-Jye Lee, Yonggang Wang
Color-Texture Segmentation of Medical Images Based on Local Contrast Information. CIBCB (2007)
Yonggang Wang, Jie Yang, Yuchou Chang
Color-texture image segmentation by integrating directional operators into JSEG method. Pattern Recognit. Lett. 27 (16) (2006)
Yi Hong, Qingsheng Ren, Jin Zeng, Yuchou Chang
Convergence of Estimation of Distribution Algorithms in Optimization of Additively Noisy Fitness Functions. ICTAI (2005)
Yuchou Chang, Yue Zhou, Yonggang Wang
Combined Color and Texture Segmentation Based on Fibonacci Lattice Sampling and Mean Shift. ICIAR (2005)
Dong Liang, Jie Yang, Jin-jun Lu, Yuchou Chang
Image Retrieval Using Weighted Color Co-occurrence Matrix. BNCOD (2005)
Dong Liang, Jie Yang, Zhonglong Zheng, Yuchou Chang
A facial expression recognition system based on supervised locally linear embedding. Pattern Recognit. Lett. 26 (15) (2005)
Yuchou Chang, Yue Zhou, Yonggang Wang, Yi Hong
A Color Image Segmentation Algorithm by Using Region and Edge Information. Australian Conference on Artificial Intelligence (2005)