{"id":1190,"date":"2020-07-13T11:38:16","date_gmt":"2020-07-13T03:38:16","guid":{"rendered":"https:\/\/www.fst.um.edu.mo\/personal\/?page_id=1190"},"modified":"2024-07-05T16:20:36","modified_gmt":"2024-07-05T08:20:36","slug":"lmzhang","status":"publish","type":"page","link":"https:\/\/www.fst.um.edu.mo\/personal\/lmzhang\/","title":{"rendered":"Liming ZHANG"},"content":{"rendered":"<table style=\"width: 100%\" width=\"100%\" cellspacing=\"0\" cellpadding=\"3\">\n<tbody>\n<tr>\n<td style=\"border-style: none;width: 34.3709%\" valign=\"top\"><img decoding=\"async\" class=\"alignnone wp-image-10664\" src=\"https:\/\/www.fst.um.edu.mo\/personal\/wp-content\/uploads\/2021\/07\/LMZhang-260x300.jpg\" alt=\"\" width=\"133\" height=\"153\" srcset=\"https:\/\/www.fst.um.edu.mo\/personal\/wp-content\/uploads\/2021\/07\/LMZhang-260x300.jpg 260w, https:\/\/www.fst.um.edu.mo\/personal\/wp-content\/uploads\/2021\/07\/LMZhang.jpg 703w\" sizes=\"(max-width: 133px) 100vw, 133px\" \/><\/td>\n<td style=\"border-style: none;width: 65.4938%\" valign=\"BOTTOM\"><strong>Liming ZHANG\u5f35\u7acb\u660e<\/strong><br \/>\nAssistant Professor<\/p>\n<h6><span style=\"font-size: 14pt\">Contact<\/span><\/h6>\n<p><span style=\"font-size: 12pt\">Faculty of Science and Technology<\/span><br \/>\n<span style=\"font-size: 12pt\">University of Macau, E11<\/span><br \/>\n<span style=\"font-size: 12pt\">Avenida da Universidade, Taipa,<\/span><br \/>\n<span style=\"font-size: 12pt\">Macau, China<\/span><\/p>\n<p><span style=\"font-size: 12pt\">Room: E11-4016<\/span><br \/>\n<span style=\"font-size: 12pt\">Telephone: (853) 8822-8467<\/span><br \/>\n<span style=\"font-size: 12pt\">Fax: (853) 8822-2426<\/span><br \/>\n<span style=\"font-size: 12pt\">Email: lmzhang@um.edu.mo<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<hr size=\"1\" width=\"100%\" \/>\n<p><a name=\"acadqual\"><\/a><\/p>\n<h3>Academic Qualification<\/h3>\n<ul>\n<li>Ph.D. in Image processing, University of New England, Australia (2002)<\/li>\n<li>M.S. in Robot Vision &amp; Machine Intelligence, East China Institute of Technology, China (1990)<\/li>\n<li>B.S. in Computer Software, Nankai University, China (1987)<\/li>\n<\/ul>\n<hr size=\"1\" width=\"100%\" \/>\n<p><a name=\"experience\"><\/a><\/p>\n<h3>Working Experience<\/h3>\n<ul>\n<li>2002&#8211;Present :\u00a0\u00a0\u00a0\u00a0Assistant Professor, University of Macau, Macao<\/li>\n<li>2001\u20142002: \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 Lecturer, University of Macau, Macao<\/li>\n<li>1997\u20141998: \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 Associate Professor, Tianjin Institute of Technology, China<\/li>\n<li>1990\u20141997: \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 Lecturer, Tianjin Institute of Technology, China<\/li>\n<\/ul>\n<hr size=\"1\" width=\"100%\" \/>\n<p><a name=\"teaching\"><\/a><\/p>\n<h3>Teaching<\/h3>\n<ol>\n<li>Discrete System Simulation (CISC7010, CISC7117)<\/li>\n<li>Object Oriented Programming and Data Structures (CISC2003)<\/li>\n<li>Multimedia Computing (CISC3016)<\/li>\n<li>Computer Vision (CISC3029)<\/li>\n<\/ol>\n<hr size=\"1\" width=\"100%\" \/>\n<p><a name=\"research\"><\/a><\/p>\n<h3>Research<\/h3>\n<h4>Research Interests<\/h4>\n<ul>\n<li>Computer Vision<\/li>\n<li>Image Processing<\/li>\n<li>Artificial Intelligence<\/li>\n<li>Machine Learning<\/li>\n<li>Deep Learning<\/li>\n<li>Signal Processing<\/li>\n<\/ul>\n<h4>Recent Research Projects<\/h4>\n<ul>\n<li>Zhang, L.M. (2024-2025). A New Stochastic Adaptive Fourier Decomposition Based Deep Network Design and Its Applications on Hyperspectral Image Classification. <em>University of Macau<\/em> <em>Multi-year Research Grant.<\/em><\/li>\n<li>Zhang, L.M. (2023-2026). A Study on the Design and Development of New Supervised Deep Network Based on Stochastic Adaptive Fourier Decomposition.\u00a0\u00a0<em>The Science and Technology Development Fund of Macao (FDCT)<\/em><em>\u00a0Grant.<\/em><\/li>\n<li>Zhang, L.M. (2023-2024). A Study on ECG Signal Compression-Then-Encryption System based on Stochastic Adaptive Fourier Decomposition. <em>University of Macau<\/em> <em>Multi-year Research Grant.<\/em><\/li>\n<li>Zhang, L. &amp; Dai, L. (2021-2023). Common atoms learning approach based on adaptive Fourier decomposition (AFD) and its application in universal signal and image compression. <em>The Science and Technology Development Fund of Macao (FDCT)<\/em><em>\u00a0Grant.<\/em><\/li>\n<li>Zhang, L.M. (2019-2021). A Novel Robust and Efficient Video Stabilization Technique Study for Small Real Time Application Platforms. <em>University of Macau<\/em> <em>Multi-year Research Grant.<\/em><\/li>\n<li>Zhang, L. &amp; Qian, T. (2018-2020). Studies and Applications of Unwinding Fourier Expansions of Signals. <em>The Science and Technology Development Fund of Macao (FDCT)<\/em><em>\u00a0Grant.<\/em><\/li>\n<li>Zhang, L. (2016-2018). An Improved Background Reconstruction Based Disocclusion Filling Study in 3D Video Generation. <em>University of Macau <\/em><em>Multi-year Research Grant.<\/em><\/li>\n<li>Zhang, L. (2014-2016). A Study on Scene Classification Based Automatic Depth Map Generation Algorithms for 2D Image Sequences.<em> University of Macau Multi-year Research Grant.<\/em><\/li>\n<li>Zhang, L., Lin G. (2013-2014). A Study and Development on the Demo System of Self-Service Online Virtual Exhibition Booth Design. <em>The Science and Technology Development Fund of Macao (FDCT)<\/em><em>\u00a0Grant.<\/em><\/li>\n<li>Zhang, L., Zhu Y. (2013-2015). A Study and Development on a Portable 2D to 3D Video Automatic Conversion System. <em>The Science and Technology Development Fund of Macao (FDCT)<\/em><em>\u00a0Grant.<\/em><\/li>\n<li>Zhang, L. (2011-2013). A Study on a Robust Image Measure Approach \u2013 Human Neural Response Based Similarity Measure. <em>University of Macau <\/em><em>Multi-year Research Grant.<\/em><\/li>\n<\/ul>\n<h4>Selected Publications<\/h4>\n<ol>\n<li>Cheng, C., Zhang, L., Li, H., Cui, W., Gao, J., &amp; Cun, Y. (2024). A Deep High-order Tensor Sparse Representation for Hyperspectral Image Classification.\u00a0<strong><i>IEEE Transactions on Geoscience and Remote Sensing<\/i>.<\/strong><\/li>\n<li>Wu, Y., Zhang, L., Liu, X., &amp; Zhang, H. (2024). A novel image encryption scheme with adaptive Fourier decomposition. <strong><em>Journal of the Franklin Institute<\/em><\/strong>.<\/li>\n<li>Cheng, C., Zhang, L., Li, H., Dai, L., &amp; Cui, W. (2024). A Deep Stochastic Adaptive Fourier Decomposition Network for Hyperspectral Image Classification. <strong><em>IEEE Transactions on Image Processing<\/em><\/strong>.<\/li>\n<li>Li, X., Wei, D., Hu, X., Zhang, L., Ding, W., &amp; Tang, Z. (2024). Statistical guaranted noisy tensor recovery by fusing low-rankness on all orientations in frequency-original domains. <strong><em>Information Fusion<\/em><\/strong>, 102262.<\/li>\n<li style=\"list-style-type: none\"><\/li>\n<li>Zhang, Y. Zhang, L. Zhang. (2023). Multi-planar Data Augmentation and Lightweight Skip Connection Design for Deep Learning Based Abdominal CT Image Segmentation. <strong><em>IEEE Transactions on Instrumentation &amp; Measurement.<\/em><\/strong><\/li>\n<li>Q. Xie, Q. Long, J. Li, L. Zhang; X. Hu. (2023). Application of Intelligence Binocular Vision Sensor: Mobility Solutions for Automotive Perception System. <strong><em>IEEE Sensors Journal<\/em><\/strong>.<\/li>\n<li>Cheng, L. Zhang, H. Li, Member, W. Cui. (2023). A Dual-Branch Deep Stochastic Adaptive Fourier Decomposition Network for Hyperspectral Image Classification. <strong><em>IEEE Transactions on Geoscience and Remote Sensing.<\/em><\/strong><\/li>\n<li>Mi, W., Zhang, L., Zheng, W. X., &amp; Zhang, S. (2023). Frequency Domain Identification of Continuous-Time Hammerstein Systems With Adaptive Continuous-Time Rational Orthonormal Basis Functions. <strong><em>IEEE Transactions on Automatic Control<\/em><\/strong>.<\/li>\n<li>Wu, Q., Zhang, Y., Zhang, L. and Yu, H., (2023). Parallel Self-Attention and Spatial-Attention Fusion for Human Pose Estimation and Running Movement Recognition<strong><em>. IEEE Transactions on Cognitive and Developmental Systems<\/em><\/strong>.<\/li>\n<li>Wu, Q., Wu, Y., Zhang, Y., &amp; Zhang, L. (2022). A Local\u2013Global Estimator Based on Large Kernel CNN and Transformer for Human Pose Estimation and Running Pose Measurement.\u00a0<strong><em>IEEE Transactions on Instrumentation and Measurement<\/em><\/strong>,\u00a071, 1-12.<\/li>\n<li>Dai, L., Zhang, L., &amp; Li, H. (2022). Image Compression Using Stochastic-AFD Based Multi-signal Sparse Representation. <strong><em>IEEE Transactions on Image Processing. <\/em><\/strong>Vol.31, pp. 5317-5331.<\/li>\n<li>Dai, L., &amp; Zhang, L. (2022). A Joint Spatiotemporal Video Compression Based on Stochastic Adaptive Fourier Decomposition. <strong><em>IEEE Signal Processing Letters.<\/em><\/strong>29, pp. 1531 \u2013 1535.<\/li>\n<li>Ge, Y., Sheng, Z., Fang, Y., &amp; Zhang, L. (2022). An AFD-Based ILC Dynamics Adaptive Matching Method in Frequency Domain for Distributed Consensus Control of Unknown Multiagent Systems, <strong><em>IEEE Transactions on Circuits and Systems I: Regular Papers. <\/em><\/strong> 69 (8), pp.3366-3378.<\/li>\n<li>Qian, T., Dai, L., Zhang, L., &amp; Chen, Z. (2022). Granular sieving algorithm for selecting best n n parameters. <strong><em>Mathematical Methods in the Applied Sciences<\/em><\/strong>, 45(12), 7495-7509.<\/li>\n<li>Mok, K., &amp; Zhang, L. (2022). Adaptive traffic signal management method combining deep learning and simulation. <strong><em>Multimedia Tools and Applications<\/em><\/strong>, 1-21.<\/li>\n<li>Dai, L., Zhang, L., Chen, Z., &amp; Ding, W. (2022). Collaborative granular sieving: A deterministic multievolutionary algorithm for multimodal optimization problems. <strong><em>Information Sciences<\/em><\/strong>, 613, 288-308.<\/li>\n<li>Tan, C., Zhang, L., Qian, T., Br\u00e1s, S., &amp; Pinho, A. J. (2021). Statistical n-Best AFD-Based Sparse Representation for ECG Biometric Identification. <strong><em>IEEE Transactions on Instrumentation and Measurement<\/em><\/strong>, 70, 1-13.<\/li>\n<li>Cheng, C., Li, H., &amp; Zhang, L. (2021). Two-Branch Deconvolutional Network With Application in Stereo Matching. <strong><em>IEEE Transactions on Image Processing<\/em><\/strong>, 31, 327-340.<\/li>\n<li>Cheng, C., Li, H., Peng, J., Cui, W., &amp; Zhang, L. (2021). Deep High-Order Tensor Convolutional Sparse Coding for Hyperspectral Image Classification. <strong><em>IEEE Transactions on Geoscience and Remote Sensing<\/em><\/strong>, 60, 1-11.<\/li>\n<li>Cheng, C., Li, H., Peng, J., Cui, W., &amp; Zhang, L. (2021). Hyperspectral image classification via spectral-spatial random patches network. <strong><em>IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing<\/em><\/strong>, 14, 4753-4764.<\/li>\n<li>Li, J., Fang, Y., &amp; Zhang, L. (2021). A TM-Based Adaptive Learning Data-Model for Trajectory Tracking and Real-Time Control of a Class of Nonlinear Systems. <strong><em>IEEE Transactions on Circuits and Systems I: Regular Papers<\/em><\/strong>, 69(2), 859-871.<\/li>\n<li>Liu, X., Wu, Y., Zhang, H., Wu, J., &amp; Zhang, L. (2021). Quaternion discrete fractional Krawtchouk transform and its application in color image encryption and watermarking. <strong><em>Signal Processing<\/em><\/strong>, 189, 108275.<\/li>\n<li>Qian, T., Wang, X., &amp; Zhang, L. (2021). MIMO frequency domain system identification using matrix-valued orthonormal functions. <strong><em>Automatica<\/em><\/strong>, 133, 109882.<\/li>\n<li>Pan, B., Zhang, L., Yin, H., Lan, J., &amp; Cao, F. (2021). An automatic 2D to 3D video conversion approach based on RGB-D images. <strong><em>Multimedia Tools and Applications<\/em><\/strong>, 80(13), 19179-19201.<\/li>\n<li>Ye, Z., Qian, T., Zhang, L., Dai, L., Li, H., &amp; Benediktsson, J. A. (2021). Functional Feature Extraction for Hyperspectral Image Classification With Adaptive Rational Function Approximation.<strong><em> IEEE Transactions on Geoscience and Remote Sensing<\/em><\/strong>, 59(9), 7680-7694.<\/li>\n<li>Liang, Y., Liu, Y., Yan, Y., Zhang, L., &amp; Wang, H. (2021). Robust visual tracking via spatio-temporal adaptive and channel selective correlation filters. <strong><em>Pattern Recognition<\/em><\/strong>, 112, 107738.<\/li>\n<li>Wu, Y., Zhang, L., Qian, T., Liu, X., &amp; Xie, Q. (2021). Content-adaptive image encryption with partial unwinding decomposition. <strong><em>Signal Processing<\/em><\/strong>, 181, 107911.<\/li>\n<li>Pan, B., Zhang, L., &amp; Wang, H. (2020). Multi-Stage Feature Pyramid Stereo Network-Based Disparity Estimation Approach for Two to Three-Dimensional Video Conversion. <strong><em>IEEE Transactions on Circuits and Systems for Video Technology<\/em><\/strong>, 31(5), 1862-1875.<\/li>\n<li>Liu, Y., Zhang, L., Chen, Z., Yan, Y., &amp; Wang, H. (2020). Multi-Stream siamese and faster region-based neural network for real-time object tracking. <strong><em>IEEE Transactions on Intelligent Transportation Systems<\/em><\/strong>, 22(11), 7279-7292.<\/li>\n<li>Guo, G., Wang, H., Yan, Y., Zhang, L., &amp; Li, B. (2020). Large margin deep embedding for aesthetic image classification. <strong><em>Science China Information Sciences<\/em><\/strong>, 63(1), 1-3.<\/li>\n<li>Li, H., Li, H., &amp; Zhang, L. (2019). Quaternion-based multiscale analysis for feature extraction of hyperspectral images. <strong><em>IEEE Transactions on Signal Processing<\/em><\/strong>, 67(6), 1418-1430.<\/li>\n<li>Li, Y., Zhang, L., &amp; Qian, T. (2019). 2D partial unwinding\u2014a novel non-linear phase decomposition of images. <strong><em>IEEE Transactions on Image Processing<\/em><\/strong>, 28(10), 4762-4773.<\/li>\n<li>Ye, H., Li, H., Cao, F., &amp; Zhang, L. (2019). A hybrid truncated norm regularization method for matrix completion. <strong><em>IEEE Transactions on Image Processing<\/em><\/strong>, 28(10), 5171-5186.<\/li>\n<li>Wu, Q., Wang, H., Liu, Y., Zhang, L., &amp; Gao, X. (2019). SAT: Single-shot adversarial tracker. <strong><em>IEEE Transactions on Industrial Electronics<\/em><\/strong>, 67(11), 9882-9892.<\/li>\n<li>Xiao, G., Wang, H., Yan, Y., &amp; Zhang, L. (2019). Robust geometric model fitting based on iterative Hypergraph Construction and Partition. <strong><em>Neurocomputing<\/em><\/strong>, 336, 56-66.<\/li>\n<li>Xie, Q., Chen, X., Zhang, L., Jiang, A., &amp; Cui, F. (2018). A robust and efficient video anti-shaking algorithm for low-end smartphone platforms. <strong><em>IEEE Transactions on Consumer Electronics<\/em><\/strong>, 65(1), 1-10.<\/li>\n<li>Tan, C., Zhang, L., &amp; Wu, H. T. (2018). A novel Blaschke unwinding adaptive-Fourier-decomposition-based signal compression algorithm with application on ECG signals. <strong><em>IEEE journal of biomedical and health informatics<\/em><\/strong>, 23(2), 672-682.<\/li>\n<li>Nie, J., Qu, S., Wei, Y., Zhang, L., &amp; Deng, L. (2018). An infrared small target detection method based on multiscale local homogeneity measure. <strong><em>Infrared Physics &amp; Technology<\/em><\/strong>, 90, 186-194.<\/li>\n<li>Lai, T., Wang, H., Yan, Y., &amp; Zhang, L. (2017). A unified hypothesis generation framework for multi-structure model fitting. <strong><em>Neurocomputing<\/em><\/strong>, 222, 144-154.<\/li>\n<li>Zhang, L., Qian, T., Mai, W., &amp; Dang, P. (2017). Adaptive Fourier decomposition\u2010based Dirac type time\u2010frequency distribution. <strong><em>Mathematical Methods in the Applied Sciences<\/em><\/strong>, 40(8), 2815-2833.<\/li>\n<li>Luo, G., Zhu, Y., Li, Z., &amp; Zhang, L. (2016). A hole filling approach based on background reconstruction for view synthesis in 3D video. <strong><em>In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition<\/em><\/strong> <strong><em>(CVPR)<\/em><\/strong> 1781-1789.<\/li>\n<li>Chen, Z., Wang, H., Zhang, L., Yan, Y., &amp; Liao, H. Y. M. (2016). Visual saliency detection based on homology similarity and an experimental evaluation. <strong><em>Journal of Visual Communication and Image Representation<\/em><\/strong>, 40, 251-264.<\/li>\n<li>Xiao, G., Wang, H., Yan, Y., &amp; Zhang, L. (2016). Mode seeking on graphs for geometric model fitting via preference analysis. <strong><em>Pattern Recognition Letters<\/em><\/strong>, 83, 294-302.<\/li>\n<li>Wang, Z., Wan, F., Wong, C. M., &amp; Zhang, L. (2016). Adaptive Fourier decomposition based ECG denoising. <strong><em>Computers in Biology and Medicine<\/em><\/strong>, 77, 195-205.<\/li>\n<li>Ye, F., Zhang, L., Zhang, D., Fujita, H., &amp; Gong, Z. (2016). A novel forecasting method based on multi-order fuzzy time series and technical analysis. <strong><em>Information Sciences<\/em><\/strong>, 367, 41-57.<\/li>\n<li>Chen, Q., Mai, W., Zhang, L., &amp; Mi, W. (2015). System identification by discrete rational atoms. <strong><em>Automatica<\/em><\/strong>, 56, 53-59.<\/li>\n<li>Liu, X., Zhu, Y., Sun, Z., Diao, M., &amp; Zhang, L. (2015). A novel robust video fingerprinting-watermarking hybrid scheme based on visual secret sharing. <strong><em>Multimedia Tools and Applications<\/em><\/strong>, 74(21), 9157-9174.<\/li>\n<li>Zhang, L., Hong, W., Mai, W., &amp; Qian, T. (2014). Adaptive Fourier decomposition and rational approximation\u2014Part II: Software system design and development. <strong><em>International Journal of Wavelets, Multiresolution and Information Processing<\/em><\/strong>, 12(05), 1461009.<\/li>\n<li>Zhang, L., Liu, N., &amp; Yu, P. (2012). A novel instantaneous frequency algorithm and its application in stock index movement prediction. <strong><em>IEEE Journal of Selected Topics in Signal Processing<\/em><\/strong>, 6(4), 311-318.<\/li>\n<li>Zhang, L., Li, H., &amp; Wei, Y. (2012). Sleep spindle detection using a novel instantaneous frequency definition. <strong><em>Mathematical Methods in the Applied Sciences<\/em><\/strong>, 35(17), 2101-2110.<\/li>\n<li>Zhang, L., Ayres, P., &amp; Chan, K. (2011). Examining different types of collaborative learning in a complex computer-based environment: A cognitive load approach. <strong><em>Computers in Human Behavior<\/em><\/strong>, 27(1), 94-98.<\/li>\n<li>Qian, T., Zhang, L., &amp; Li, Z. (2011). Algorithm of adaptive Fourier decomposition. <strong><em>IEEE Transactions on Signal Processing<\/em><\/strong>, 59(12), 5899-5906.<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<hr size=\"1\" width=\"100%\" \/>\n<h4><a name=\"publications\"><\/a><\/h4>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Liming ZHANG\u5f35\u7acb\u660e Assistant Professor Contact Faculty of Science and Technology University of Macau, E11 Avenida da Universidade, Taipa, Macau, China Room: E11-4016 Telephone: (853) 8822-8467 Fax: (853) 8822-2426 Email: lmzhang@um.edu.mo Academic Qualification Ph.D. in Image processing, University of New England, Australia (2002) M.S. in Robot Vision &amp; Machine Intelligence, East China Institute of Technology, China &hellip; <\/p>\n<p class=\"link-more\"><a href=\"https:\/\/www.fst.um.edu.mo\/personal\/lmzhang\/\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;Liming ZHANG&#8221;<\/span><\/a><\/p>\n","protected":false},"author":123,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_canvas","meta":{"footnotes":"","_links_to":"","_links_to_target":""},"class_list":["post-1190","page","type-page","status-publish","hentry","entry"],"_links":{"self":[{"href":"https:\/\/www.fst.um.edu.mo\/personal\/wp-json\/wp\/v2\/pages\/1190","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.fst.um.edu.mo\/personal\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.fst.um.edu.mo\/personal\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.fst.um.edu.mo\/personal\/wp-json\/wp\/v2\/users\/123"}],"replies":[{"embeddable":true,"href":"https:\/\/www.fst.um.edu.mo\/personal\/wp-json\/wp\/v2\/comments?post=1190"}],"version-history":[{"count":20,"href":"https:\/\/www.fst.um.edu.mo\/personal\/wp-json\/wp\/v2\/pages\/1190\/revisions"}],"predecessor-version":[{"id":42643,"href":"https:\/\/www.fst.um.edu.mo\/personal\/wp-json\/wp\/v2\/pages\/1190\/revisions\/42643"}],"wp:attachment":[{"href":"https:\/\/www.fst.um.edu.mo\/personal\/wp-json\/wp\/v2\/media?parent=1190"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}