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2020 – today
- 2024
[j13]Gulfam Saju
, Alan Okinaka, Marjan Akhi, Yuchou Chang:
An ensemble approach for accelerated and noise-resilient parallel MRI reconstruction utilizing CycleGANs. Mach. Vis. Appl. 35(6): 136 (2024)- [c43]Yuchou Chang, Zhiqiang Li, Huy Anh Pham, Gulfam Ahmed Saju:
Intelligent Agent Planning for Optimizing Parallel MRI Reconstruction via A Large Language Model. EMBC 2024: 1-4 - [c42]Gulfam Ahmed Saju, Marjan Akhi, Yuchou Chang:
Ensemble CycleGAN for Retrospective Rigid Motion Correction in MRI. EMBC 2024: 1-4 - [c41]Yuchou Chang, Russell Thompson, Christopher Hixenbaugh:
Tiny Long-Short Term Memory Model for Resource-Constrained Prediction of Battery Cycle Life. LOD (2) 2024: 131-144 - 2023
- [c40]Alan Okinaka, Gulfam Saju, Yuchou Chang:
Enhancing Image Reconstruction via Phase-Constrained Data in an Iterative Process. ISVC (1) 2023: 406-414 - [c39]Alan Okinaka, Gulfam Saju, Yuchou Chang:
Automating Kernel Size Selection in MRI Reconstruction via a Transparent and Interpretable Search Approach. ISVC (2) 2023: 420-430 - [c38]Gulfam Saju, Alan Okinaka, Yuchou Chang:
Exploiting Generative Adversarial Networks in Joint Sensitivity Encoding for Enhanced MRI Reconstruction. ISVC (2) 2023: 443-451 - 2022
- [c37]Yuchou Chang, Jiming Zhang, Huy Anh Pham, Zhiqiang Li, Jingyuan Lyu:
Virtual Conjugate Coil for Improving KerNL Reconstruction. EMBC 2022: 599-602 - [c36]Yuchou Chang, Jiming Zhang, Huy Anh Pham, Jingyuan Lyu, Zhiqiang Li:
Interpretable Dimension Reduction for MRI Channel Suppression. EMBC 2022: 1456-1459 - [c35]Marc A. Tunnell, Huijin Chung, Yuchou Chang:
A Novel Convolutional Neural Network for Emotion Recognition Using Neurophysiological Signals. ICRA 2022: 792-797 - 2021
- [c34]Yuchou Chang, Ukash Nakarmi:
Parallel MRI Reconstruction Using Broad Learning System. EMBC 2021: 2704-2707 - [c33]Yuchou Chang:
Improving Nonlinear Interpolation of K-Space Data Using Semi-Supervised Learning and Autoregressive Model. EMBC 2021: 3057-3060 - [c32]Yuchou Chang, Liang Sun:
EEG-Based Emotion Recognition for Modulating Social-Aware Robot Navigation. EMBC 2021: 5709-5712 - [c31]Yuchou Chang, Mert Saritac:
Decoding Brain Activity Features to Recognize Distorted Objects. EMBC 2021: 5776-5779
2010 – 2019
- 2019
- [j12]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: 34 (2019) - [j11]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): 198-203 (2019) - [c30]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: 6818-6821 - [c29]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: 1704-1707 - 2018
- [j10]Yuchou Chang, Haifeng Wang:
Kernel Principal Component Analysis of Coil Compression in Parallel Imaging. Comput. Math. Methods Medicine 2018: 4254189:1-4254189:9 (2018) - [c28]Xiaoyan Wang, Zhenzhou An, Yihang Zhou, Haifeng Wang, Yuchou Chang:
Automating Robot Motion Planning for Magnetic Resonance Navigation Using Q-Learning. CBS 2018: 304-307 - [c27]Xiaoyan Wang, Zhenzhou An, Yihang Zhou, Haifeng Wang, Yuchou Chang:
Automating Regularized Sensitivity Encoding Reconstruction via Genetic Algorithm for MRI Robotics. CBS 2018: 313-316 - [c26]Yuchou Chang, Xiaoyan Wang, Zhenzhou An, Haifeng Wang:
Robotic Path Planning Using A* Algorithm for Automatic Navigation in Magnetic Resonance Angiography. EMBC 2018: 734-737 - [c25]Haifeng Wang, Xiaoyan Wang, Yuchou Chang:
Automatic Clustering of Natural Scene Using Color Spatial Envelope Feature. ICCAI 2018: 144-148 - [c24]Xiaoyan Wang, Zhenzhou An, Haifeng Wang, Yuchou Chang:
MR Brain Image Enhancement via Learning Ensemble. ISR 2018: 282-285 - [c23]Xiaoyan Wang, Zhenzhou An, Haifeng Wang, Yuchou Chang:
Accelerating Noise-Free MRI Reconstruction for Image-Guided Medical Robot Interventions. ISR 2018: 413-416 - 2016
- [c22]Jonathan Garza, Yuezhe Li, Yuchou Chang, Hong Lin:
A Real Time EEG Analysis System. DSC 2016: 550-555 - 2015
- [j9]Yuezhe Li, Yuchou Chang, Hong Lin:
Statistical Machine Learning in Brain State Classification using EEG Data. Open J. Big Data 1(2): 19-33 (2015) - 2013
- [c21]Jingyuan Lyu, Yuchou Chang, Leslie Ying:
Efficient GRAPPA reconstruction using random projection. ISBI 2013: 700-703 - 2012
- [c20]Haifeng Wang, Xiaoyan Wang, Yihang Zhou, Yuchou Chang, Yong Wang:
Smoothed random-like trajectory for compressed sensing MRI. EMBC 2012: 404-407 - [c19]Yong Wang, Dong Liang, Yuchou Chang, Leslie Ying:
A hybrid total-variation minimization approach to compressed sensing. ISBI 2012: 74-77 - [c18]Yuchou Chang, Kevin F. King, Dong Liang, Yong Wang, Leslie Ying:
A kernel approach to compressed sensing parallel MRI. ISBI 2012: 78-81 - [c17]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: 410-413 - 2011
- [c16]Yuchou Chang, Dong Liang, Leslie Ying:
A kernel approach to parallel MRI reconstruction. ISBI 2011: 389-392 - 2010
- [c15]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: 760-763
2000 – 2009
- 2009
- [j8]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): 1359-1369 (2009) - 2008
- [j7]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) - [j6]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): 20-27 (2008) - [j5]Yi Hong, Sam Kwong, Yuchou Chang, Qingsheng Ren:
Unsupervised data pruning for clustering of noisy data. Knowl. Based Syst. 21(7): 612-616 (2008) - [j4]Yi Hong, Sam Kwong, Yuchou Chang, Qingsheng Ren:
Unsupervised feature selection using clustering ensembles and population based incremental learning algorithm. Pattern Recognit. 41(9): 2742-2756 (2008) - [j3]Yi Hong, Sam Kwong, Yuchou Chang, Qingsheng Ren:
Consensus unsupervised feature ranking from multiple views. Pattern Recognit. Lett. 29(5): 595-602 (2008) - [c14]Dah-Jye Lee, Yuchou Chang, James K. Archibald, Christopher R. Greco:
Color quantization and image analysis for automated fruit quality evaluation. CASE 2008: 194-199 - [c13]Dah-Jye Lee, Yuchou Chang, James K. Archibald, Clint Pitzak:
Matching book-spine images for library shelf-reading process automation. CASE 2008: 738-743 - [c12]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: 224-229 - [c11]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: 322-329 - [c10]Yuchou Chang, Dah-Jye Lee, James K. Archibald, Yi Hong:
Unsupervised clustering using hyperclique pattern constraints. ICPR 2008: 1-4 - [c9]Yuchou Chang, Dah-Jye Lee, James K. Archibald, Yi Hong:
Using collaborative learning for image contrast enhancement. ICPR 2008: 1-4 - [c8]Yuchou Chang, Dah-Jye Lee, Yi Hong, James K. Archibald:
Unsupervised Video Shot Segmentation Using Global Color and Texture Information. ISVC (1) 2008: 460-467 - [c7]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: 934-941 - 2007
- [c6]Yuchou Chang, Dah-Jye Lee, Yonggang Wang:
Color-Texture Segmentation of Medical Images Based on Local Contrast Information. CIBCB 2007: 488-493 - [c5]Peng Yu, Jie Xu, Guo-Liang Zhang, Yuchou Chang, Frank Seide:
A Hidden-State Maximum Entropy Model Forword Confidence Estimation. ICASSP (4) 2007: 785-788 - 2006
- [j2]Yonggang Wang, Jie Yang, Yuchou Chang:
Color-texture image segmentation by integrating directional operators into JSEG method. Pattern Recognit. Lett. 27(16): 1983-1990 (2006) - 2005
- [j1]Dong Liang, Jie Yang, Zhonglong Zheng, Yuchou Chang:
A facial expression recognition system based on supervised locally linear embedding. Pattern Recognit. Lett. 26(15): 2374-2389 (2005) - [c4]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: 1237-1240 - [c3]Dong Liang, Jie Yang, Jin-jun Lu, Yuchou Chang:
Image Retrieval Using Weighted Color Co-occurrence Matrix. BNCOD 2005: 161-165 - [c2]Yuchou Chang, Yue Zhou, Yonggang Wang:
Combined Color and Texture Segmentation Based on Fibonacci Lattice Sampling and Mean Shift. ICIAR 2005: 24-31 - [c1]Yi Hong, Qingsheng Ren, Jin Zeng, Yuchou Chang:
Convergence of Estimation of Distribution Algorithms in Optimization of Additively Noisy Fitness Functions. ICTAI 2005: 219-223
Coauthor Index
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