I have received the B.S. and M.S. degrees in computer science and information engineering from Chung Hua University, Hsinchu, Taiwan, in 2015 and 2017, respectively. Now, I am currently working toward the Doctoral degree in computer science at the National Chiao Tung University, Hsinchu, Taiwan. My research interests include image processing, digital signal processing, biomedical signal processing, machine learning, and deep learning.
Pei-Chun Chang (張珮君)
PhD student
Taiwan
About Me
Papers
IIOF: Intra- and Inter-feature orthogonal fusion of local and global features for music emotion recognition
Pei-Chun Chang*, Yong-Sheng Chen, and Chang-Hsing LeePattern Recognition (PR), 2024
Facial Image Reconstruction from Functional Magnetic Resonance Imaging via GAN Inversion with Improved Attribute Consistency
Pei-Chun Chang*, Yan-Yu Tien, Chia-Lin Chen, Li-Fen Chen, Yong-Sheng Chen, and Hui-Ling Chan2022 International Joint Conference on Neural Networks (IJCNN'22)
Toward automated segmentation for acute ischemic stroke using non-contrast computed tomography
Shih-Yen Lin, Pi-Ling Chiang, Peng-Wen Chen, Li-Hsin Cheng, Meng-Hsiang Chen, Pei-Chun Chang*, Wei-Che Lin, and Yong-Sheng ChenInternational Journal of Computer Assisted Radiology and Surgery (IJCARS), 2022
MS-SincResNet: Joint Learning of 1D and 2D Kernels Using Multi-scale SincNet and ResNet for Music Genre Classification
Pei-Chun Chang*, Yong-Sheng Chen, and Chang-Hsing Lee2021 International Conference on Multimedia Retrieval (ICMR'21)
Decoding neural representations of rhythmic sounds from magnetoencephalography
Pei-Chun Chang*, Jia-Ren Chang, Po-Yu Chen, Li-Kai Cheng, Jen-Chuen Hsieh, Hsin-Yen Yu, Li-Fen Chen, and Yong-Sheng Chen2021 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'21)
Attention-Aware Feature Aggregation for Real-time Stereo Matching on Edge Devices
Jia-Ren Chang, Pei-Chun Chang*, and Yong-Sheng Chen2020 Asian Conference on Computer Vision (ACCV'20)
Illumination Robust Face Recognition Using Spatial Expansion Local Histogram Equalization and Locally Linear Regression Classification
Pei-Chun Chang*, Yong-Sheng Chen, Chang-Hsing Lee, Cheng-Chang Lien, and Chin-Chuan Han2018 3rd International Conference on Computer and Communication Systems (ICCCS)
Local Wavelet Acoustic Pattern: A Novel Time–Frequency Descriptor for Birdsong Recognition
Sheng-Bin Hsu, Chang-Hsing Lee, Pei-Chun Chang*, Chin-Chuan Han, and Kuo-Chin FanIEEE Transactions on Multimedia (Volume: 20, Issue: 12, Dec. 2018)
Birdsong recognition Using Dual-tree Complex Wavelet Transform
Pei-Chun Chang*, Chang-Hsing Lee, Sheng-Bin Hsu, Chin-Chuan Han and Kuo-Chin Fan2016 World Conference on Innovation, Engineering, and Technology (IET)
Project
Multimedia Information Retrieval
Music gerne/emotion classification
Birdsong recognition
Face recognition
Biomedical Signal Processing
Perceptual content reconstruction using brain signals
Stroke segmentation