{"id":22,"date":"2023-05-10T10:35:04","date_gmt":"2023-05-10T10:35:04","guid":{"rendered":"https:\/\/ali-zia.me\/?page_id=22"},"modified":"2025-11-07T09:02:24","modified_gmt":"2025-11-07T09:02:24","slug":"publications","status":"publish","type":"page","link":"https:\/\/ali-zia.me\/?page_id=22","title":{"rendered":"Publications"},"content":{"rendered":"<div class=\"scholar-stale-warning\">\n      <p class=\"scholar-warning\">\n        <span class=\"scholar-warning-icon\">\u26a0\ufe0f<\/span>\n        <strong>Data Update Notice:<\/strong> This profile data may be outdated (last updated 9 months ago). Automatic updates are currently experiencing issues.<\/p><\/div><div class=\"scholar-profile\" data-pagination='{\"current_page\":1,\"total_pages\":4,\"per_page\":20,\"total_publications\":70}'><div class=\"scholar-main\"><div class=\"scholar-card scholar-profile-info\">\n            <div class=\"scholar-card-content\">\n                <div class=\"scholar-profile-header\"><div class=\"scholar-avatar\">\n                    <img decoding=\"async\" src=\"https:\/\/ali-zia.me\/wp-content\/uploads\/2025\/11\/scholar-BVBJ06QAAAAJ-05149644626e5fabf5dcc04038f45bf6.jpg\" \n                         alt=\"ALI ZIA profile photo\"\n                         onerror=\"this.style.display='none'\">\n                  <\/div><div class=\"scholar-profile-details\">\n                <h1>ALI ZIA<\/h1><div class=\"scholar-affiliation\">ANU, CSIRO, Latrobe Uni., Griffith Uni., COMSATS<\/div><div class=\"scholar-profile-interests\">\n                  <h3>Research Interests<\/h3>\n                  <div class=\"scholar-fields\"><a href=\"https:\/\/scholar.google.com\/citations?view_op=search_authors&#038;hl=en&#038;mauthors=label:artificial_intelligence\" class=\"scholar-field\" target=\"_blank\" rel=\"noopener noreferrer\">Artificial Intelligence<\/a><a href=\"https:\/\/scholar.google.com\/citations?view_op=search_authors&#038;hl=en&#038;mauthors=label:computer_vision\" class=\"scholar-field\" target=\"_blank\" rel=\"noopener noreferrer\">Computer Vision<\/a><\/div><\/div><\/div><\/div><\/div><\/div><div class=\"scholar-card scholar-publications\">\n            <div class=\"scholar-card-header\">\n                <h2 class=\"scholar-card-title\">Publications<\/h2><div class=\"scholar-card-info\">Showing 1-20 of 70 publications<\/div><\/div>\n            <div class=\"scholar-card-content\"><table class=\"scholar-publications-table\" data-sortable=\"true\">\n                <thead>\n                    <tr>\n                        <th class=\"publication-title sortable\" data-sort=\"title\" tabindex=\"0\" role=\"button\" aria-label=\"Sort by title\">\n                            <span class=\"sort-label\">Title<\/span>\n                            <span class=\"sort-arrow\" aria-hidden=\"true\"><\/span>\n                        <\/th>\n                        <th class=\"publication-year sortable\" data-sort=\"year\" tabindex=\"0\" role=\"button\" aria-label=\"Sort by year\">\n                            <span class=\"sort-label\">Year<\/span>\n                            <span class=\"sort-arrow\" aria-hidden=\"true\"><\/span>\n                        <\/th>\n                        <th class=\"publication-citations sortable\" data-sort=\"citations\" tabindex=\"0\" role=\"button\" aria-label=\"Sort by citations\">\n                            <span class=\"sort-label\">Cited by<\/span>\n                            <span class=\"sort-arrow\" aria-hidden=\"true\"><\/span>\n                        <\/th>\n                    <\/tr>\n                <\/thead>\n                <tbody class=\"publications-tbody\"><tr>\n                <td class=\"publication-info\">\n                    <a href=\"https:\/\/scholar.google.com\/citations?view_op=view_citation&#038;hl=en&#038;user=BVBJ06QAAAAJ&#038;citation_for_view=BVBJ06QAAAAJ:maZDTaKrznsC\" \n                       class=\"scholar-publication-title\" \n                       target=\"_blank\" rel=\"noopener noreferrer\">Three-layer polarisation volume grating with enhanced diffraction efficiency and FOV in AR and VR applications<\/a><div class=\"scholar-publication-authors\">A Zia, H Wu, S Saeed, T Man, H Liu, C XiaoChen, Y Wan<\/div><div class=\"scholar-publication-venue\">Liquid Crystals 52 (3-4), 185-194, 2025<\/div><\/td>\n                <td class=\"publication-year\" data-year=\"2025\">2025<\/td>\n                <td class=\"publication-citations\" data-citations=\"5\"><a href=\"https:\/\/scholar.google.comhttps:\/\/scholar.google.com\/scholar?oi=bibs&#038;hl=en&#038;cites=13144291200666737795\" \n                     target=\"_blank\" rel=\"noopener noreferrer\">5<\/a><\/td><\/tr><tr>\n                <td class=\"publication-info\">\n                    <a href=\"https:\/\/scholar.google.com\/citations?view_op=view_citation&#038;hl=en&#038;user=BVBJ06QAAAAJ&#038;citation_for_view=BVBJ06QAAAAJ:Wp0gIr-vW9MC\" \n                       class=\"scholar-publication-title\" \n                       target=\"_blank\" rel=\"noopener noreferrer\">A mental state aware brain computer interface for adaptive control of electric powered wheelchair<\/a><div class=\"scholar-publication-authors\">SAH Hussain, I Raza, SA Hussain, MH Jamal, T Gulrez, A Zia<\/div><div class=\"scholar-publication-venue\">Scientific Reports 15 (1), 9880, 2025<\/div><\/td>\n                <td class=\"publication-year\" data-year=\"2025\">2025<\/td>\n                <td class=\"publication-citations\" data-citations=\"4\"><a href=\"https:\/\/scholar.google.comhttps:\/\/scholar.google.com\/scholar?oi=bibs&#038;hl=en&#038;cites=11979480257977803786\" \n                     target=\"_blank\" rel=\"noopener noreferrer\">4<\/a><\/td><\/tr><tr>\n                <td class=\"publication-info\">\n                    <a href=\"https:\/\/scholar.google.com\/citations?view_op=view_citation&#038;hl=en&#038;user=BVBJ06QAAAAJ&#038;citation_for_view=BVBJ06QAAAAJ:mVmsd5A6BfQC\" \n                       class=\"scholar-publication-title\" \n                       target=\"_blank\" rel=\"noopener noreferrer\">Parameter optimization based polarization difference fusion imaging method for underwater turbid medium<\/a><div class=\"scholar-publication-authors\">S Lv, W Zhang, M Zhang, A Zia, T Man, H Zhou, Y Wan<\/div><div class=\"scholar-publication-venue\">Optics &amp; Laser Technology 180, 111465, 2025<\/div><\/td>\n                <td class=\"publication-year\" data-year=\"2025\">2025<\/td>\n                <td class=\"publication-citations\" data-citations=\"4\"><a href=\"https:\/\/scholar.google.comhttps:\/\/scholar.google.com\/scholar?oi=bibs&#038;hl=en&#038;cites=10163128110722895810\" \n                     target=\"_blank\" rel=\"noopener noreferrer\">4<\/a><\/td><\/tr><tr>\n                <td class=\"publication-info\">\n                    <a href=\"https:\/\/scholar.google.com\/citations?view_op=view_citation&#038;hl=en&#038;user=BVBJ06QAAAAJ&#038;cstart=20&#038;citation_for_view=BVBJ06QAAAAJ:JV2RwH3_ST0C\" \n                       class=\"scholar-publication-title\" \n                       target=\"_blank\" rel=\"noopener noreferrer\">Deadline-aware workload scheduling for edge-enhanced iot devices: A blockchain-enabled approach to incentive-based computing<\/a><div class=\"scholar-publication-authors\">MT Chaudhry, A Yousafzai, A Zia, SA Abid, F Ahmad<\/div><div class=\"scholar-publication-venue\">Peer-to-Peer Networking and Applications 18 (4), 189, 2025<\/div><\/td>\n                <td class=\"publication-year\" data-year=\"2025\">2025<\/td>\n                <td class=\"publication-citations\" data-citations=\"2\"><a href=\"https:\/\/scholar.google.comhttps:\/\/scholar.google.com\/scholar?oi=bibs&#038;hl=en&#038;cites=17588948016395266931\" \n                     target=\"_blank\" rel=\"noopener noreferrer\">2<\/a><\/td><\/tr><tr>\n                <td class=\"publication-info\">\n                    <a href=\"https:\/\/scholar.google.com\/citations?view_op=view_citation&#038;hl=en&#038;user=BVBJ06QAAAAJ&#038;cstart=20&#038;citation_for_view=BVBJ06QAAAAJ:vV6vV6tmYwMC\" \n                       class=\"scholar-publication-title\" \n                       target=\"_blank\" rel=\"noopener noreferrer\">Synergistic enhancement of SERS and superhydrophobicity on Si micropatterns fabricated with two-beam laser interference lithography<\/a><div class=\"scholar-publication-authors\">S Saeed, MH Eisa, A Zia, K Arshad<\/div><div class=\"scholar-publication-venue\">Results in Physics, 108365, 2025<\/div><\/td>\n                <td class=\"publication-year\" data-year=\"2025\">2025<\/td>\n                <td class=\"publication-citations\" data-citations=\"1\"><a href=\"https:\/\/scholar.google.comhttps:\/\/scholar.google.com\/scholar?oi=bibs&#038;hl=en&#038;cites=7927785576587333794\" \n                     target=\"_blank\" rel=\"noopener noreferrer\">1<\/a><\/td><\/tr><tr>\n                <td class=\"publication-info\">\n                    <a href=\"https:\/\/scholar.google.com\/citations?view_op=view_citation&#038;hl=en&#038;user=BVBJ06QAAAAJ&#038;cstart=20&#038;citation_for_view=BVBJ06QAAAAJ:QIV2ME_5wuYC\" \n                       class=\"scholar-publication-title\" \n                       target=\"_blank\" rel=\"noopener noreferrer\">Collaborative Static-Dynamic Teaching: A Semi-Supervised Framework for Stripe-like Space Target Detection<\/a><div class=\"scholar-publication-authors\">Z Zhu, A Zia, X Li, B Dan, Y Ma, H Long, K Lu, E Liu, R Zhao<\/div><div class=\"scholar-publication-venue\">Remote Sensing 17 (8), 1341, 2025<\/div><\/td>\n                <td class=\"publication-year\" data-year=\"2025\">2025<\/td>\n                <td class=\"publication-citations\" data-citations=\"1\"><a href=\"https:\/\/scholar.google.comhttps:\/\/scholar.google.com\/scholar?oi=bibs&#038;hl=en&#038;cites=18396816626595143991\" \n                     target=\"_blank\" rel=\"noopener noreferrer\">1<\/a><\/td><\/tr><tr>\n                <td class=\"publication-info\">\n                    <a href=\"https:\/\/scholar.google.com\/citations?view_op=view_citation&#038;hl=en&#038;user=BVBJ06QAAAAJ&#038;cstart=20&#038;citation_for_view=BVBJ06QAAAAJ:GnPB-g6toBAC\" \n                       class=\"scholar-publication-title\" \n                       target=\"_blank\" rel=\"noopener noreferrer\">Benchmarking Deep Learning Models for Weed Detection in Precision Agriculture<\/a><div class=\"scholar-publication-authors\">S Qureshi, A Zia, A Ameer, A Latif<\/div><div class=\"scholar-publication-venue\">CANVAS 2025, 2025<\/div><\/td>\n                <td class=\"publication-year\" data-year=\"2025\">2025<\/td>\n                <td class=\"publication-citations\" data-citations=\"0\">0<\/td><\/tr><tr>\n                <td class=\"publication-info\">\n                    <a href=\"https:\/\/scholar.google.com\/citations?view_op=view_citation&#038;hl=en&#038;user=BVBJ06QAAAAJ&#038;cstart=40&#038;citation_for_view=BVBJ06QAAAAJ:35N4QoGY0k4C\" \n                       class=\"scholar-publication-title\" \n                       target=\"_blank\" rel=\"noopener noreferrer\">Electro-Tunable Optical Cavity Filters in the Mid-Infrared Regime: A Polarization-Independent Solution for Hyperspectral Imaging<\/a><div class=\"scholar-publication-authors\">K Arshad, M Hassan Eisa, MH Bhatti, A Zia, S Saeed, T Y. Ohulchanskyy, ...<\/div><div class=\"scholar-publication-venue\">Spectroscopy Journal 3 (4), 26, 2025<\/div><\/td>\n                <td class=\"publication-year\" data-year=\"2025\">2025<\/td>\n                <td class=\"publication-citations\" data-citations=\"0\">0<\/td><\/tr><tr>\n                <td class=\"publication-info\">\n                    <a href=\"https:\/\/scholar.google.com\/citations?view_op=view_citation&#038;hl=en&#038;user=BVBJ06QAAAAJ&#038;cstart=40&#038;citation_for_view=BVBJ06QAAAAJ:lSLTfruPkqcC\" \n                       class=\"scholar-publication-title\" \n                       target=\"_blank\" rel=\"noopener noreferrer\">Next-Generation Visual Experience: Polarization Volume Gratings in Holographic Waveguides for AR\/VR<\/a><div class=\"scholar-publication-authors\">A Zia, M Hassan Eisa, S Saeed, K Arshad<\/div><div class=\"scholar-publication-venue\">Spectroscopy Journal 3 (4), 25, 2025<\/div><\/td>\n                <td class=\"publication-year\" data-year=\"2025\">2025<\/td>\n                <td class=\"publication-citations\" data-citations=\"0\">0<\/td><\/tr><tr>\n                <td class=\"publication-info\">\n                    <a href=\"https:\/\/scholar.google.com\/citations?view_op=view_citation&#038;hl=en&#038;user=BVBJ06QAAAAJ&#038;cstart=40&#038;citation_for_view=BVBJ06QAAAAJ:70eg2SAEIzsC\" \n                       class=\"scholar-publication-title\" \n                       target=\"_blank\" rel=\"noopener noreferrer\">2D_3D Feature Fusion via Cross-Modal Latent Synthesis and Attention Guided Restoration for Industrial Anomaly Detection<\/a><div class=\"scholar-publication-authors\">U Ali, A Zia, A Rehman, U Ramzan, Z Hassan, T Sattar, J Wang, W Xiang<\/div><div class=\"scholar-publication-venue\">arXiv preprint arXiv:2510.21793, 2025<\/div><\/td>\n                <td class=\"publication-year\" data-year=\"2025\">2025<\/td>\n                <td class=\"publication-citations\" data-citations=\"0\">0<\/td><\/tr><tr>\n                <td class=\"publication-info\">\n                    <a href=\"https:\/\/scholar.google.com\/citations?view_op=view_citation&#038;hl=en&#038;user=BVBJ06QAAAAJ&#038;cstart=40&#038;citation_for_view=BVBJ06QAAAAJ:J_g5lzvAfSwC\" \n                       class=\"scholar-publication-title\" \n                       target=\"_blank\" rel=\"noopener noreferrer\">Split-Fuse-Transport: Annotation-Free Saliency via Dual Clustering and Optimal Transport Alignment<\/a><div class=\"scholar-publication-authors\">MU Ramzan, A Zia, A Khamis, N Ali, U Ali, W Xiang<\/div><div class=\"scholar-publication-venue\">arXiv preprint arXiv:2510.17484, 2025<\/div><\/td>\n                <td class=\"publication-year\" data-year=\"2025\">2025<\/td>\n                <td class=\"publication-citations\" data-citations=\"0\">0<\/td><\/tr><tr>\n                <td class=\"publication-info\">\n                    <a href=\"https:\/\/scholar.google.com\/citations?view_op=view_citation&#038;hl=en&#038;user=BVBJ06QAAAAJ&#038;cstart=40&#038;citation_for_view=BVBJ06QAAAAJ:NaGl4SEjCO4C\" \n                       class=\"scholar-publication-title\" \n                       target=\"_blank\" rel=\"noopener noreferrer\">Hypergraph Contrastive Sensor Fusion for Multimodal Fault Diagnosis in Induction Motors<\/a><div class=\"scholar-publication-authors\">U Ali, A Zia, W Ali, U Ramzan, A Rehman, MT Chaudhry, W Xiang<\/div><div class=\"scholar-publication-venue\">arXiv preprint arXiv:2510.15547, 2025<\/div><\/td>\n                <td class=\"publication-year\" data-year=\"2025\">2025<\/td>\n                <td class=\"publication-citations\" data-citations=\"0\">0<\/td><\/tr><tr>\n                <td class=\"publication-info\">\n                    <a href=\"https:\/\/scholar.google.com\/citations?view_op=view_citation&#038;hl=en&#038;user=BVBJ06QAAAAJ&#038;cstart=40&#038;citation_for_view=BVBJ06QAAAAJ:RYcK_YlVTxYC\" \n                       class=\"scholar-publication-title\" \n                       target=\"_blank\" rel=\"noopener noreferrer\">Split-Fuse-Transport: Annotation-Free Saliency via Dual Clustering and Optimal Transport Alignment<\/a><div class=\"scholar-publication-authors\">M Umer Ramzan, A Zia, A Khamis, N Ali, U Ali, W Xiang<\/div><div class=\"scholar-publication-venue\">arXiv e-prints, arXiv: 2510.17484, 2025<\/div><\/td>\n                <td class=\"publication-year\" data-year=\"2025\">2025<\/td>\n                <td class=\"publication-citations\" data-citations=\"0\">0<\/td><\/tr><tr>\n                <td class=\"publication-info\">\n                    <a href=\"https:\/\/scholar.google.com\/citations?view_op=view_citation&#038;hl=en&#038;user=BVBJ06QAAAAJ&#038;cstart=40&#038;citation_for_view=BVBJ06QAAAAJ:ns9cj8rnVeAC\" \n                       class=\"scholar-publication-title\" \n                       target=\"_blank\" rel=\"noopener noreferrer\">An in-situ impregnation model for additive manufacturing via co-extrusion of continuous fiber bundles: A rigorous methodology for determining optimal manufacturing parameters<\/a><div class=\"scholar-publication-authors\">X Wang, G Li, AA Zia, X Tian, Y Chen, Q Yao, L Ye<\/div><div class=\"scholar-publication-venue\">Composites Part A: Applied Science and Manufacturing, 109259, 2025<\/div><\/td>\n                <td class=\"publication-year\" data-year=\"2025\">2025<\/td>\n                <td class=\"publication-citations\" data-citations=\"0\">0<\/td><\/tr><tr>\n                <td class=\"publication-info\">\n                    <a href=\"https:\/\/scholar.google.com\/citations?view_op=view_citation&#038;hl=en&#038;user=BVBJ06QAAAAJ&#038;cstart=40&#038;citation_for_view=BVBJ06QAAAAJ:YFjsv_pBGBYC\" \n                       class=\"scholar-publication-title\" \n                       target=\"_blank\" rel=\"noopener noreferrer\">A Review on Coarse to Fine-Grained Animal Action Recognition<\/a><div class=\"scholar-publication-authors\">A Zia, R Sharma, A Khamis, X Li, M Husnain, N Shafi, S Anwar, ...<\/div><div class=\"scholar-publication-venue\">arXiv preprint arXiv:2506.01214, 2025<\/div><\/td>\n                <td class=\"publication-year\" data-year=\"2025\">2025<\/td>\n                <td class=\"publication-citations\" data-citations=\"0\">0<\/td><\/tr><tr>\n                <td class=\"publication-info\">\n                    <a href=\"https:\/\/scholar.google.com\/citations?view_op=view_citation&#038;hl=en&#038;user=BVBJ06QAAAAJ&#038;cstart=40&#038;citation_for_view=BVBJ06QAAAAJ:2P1L_qKh6hAC\" \n                       class=\"scholar-publication-title\" \n                       target=\"_blank\" rel=\"noopener noreferrer\">Learning Topology-Aware Representations via Test-Time Adaptation for Anomaly Segmentation<\/a><div class=\"scholar-publication-authors\">A Zia, U Ali, K Han, A Rehman, MU Ramzan, W Xiang<\/div><\/td>\n                <td class=\"publication-year\" data-year=\"2025\">2025<\/td>\n                <td class=\"publication-citations\" data-citations=\"0\">0<\/td><\/tr><tr>\n                <td class=\"publication-info\">\n                    <a href=\"https:\/\/scholar.google.com\/citations?view_op=view_citation&#038;hl=en&#038;user=BVBJ06QAAAAJ&#038;cstart=40&#038;citation_for_view=BVBJ06QAAAAJ:M3NEmzRMIkIC\" \n                       class=\"scholar-publication-title\" \n                       target=\"_blank\" rel=\"noopener noreferrer\">Multi-Scale Target-Aware Representation Learning for Fundus Image Enhancement<\/a><div class=\"scholar-publication-authors\">H Wu, Y Huang, Y Wu, Q Yang, B Wang, L Zhang, MF Khan, A Zia, ...<\/div><div class=\"scholar-publication-venue\">arXiv preprint arXiv:2505.01831, 2025<\/div><\/td>\n                <td class=\"publication-year\" data-year=\"2025\">2025<\/td>\n                <td class=\"publication-citations\" data-citations=\"0\">0<\/td><\/tr><tr>\n                <td class=\"publication-info\">\n                    <a href=\"https:\/\/scholar.google.com\/citations?view_op=view_citation&#038;hl=en&#038;user=BVBJ06QAAAAJ&#038;cstart=40&#038;citation_for_view=BVBJ06QAAAAJ:O3NaXMp0MMsC\" \n                       class=\"scholar-publication-title\" \n                       target=\"_blank\" rel=\"noopener noreferrer\">Enhancing Silent Speech Decoding Using EEG and Gradient Boosting Classifiers: A Comparative Analysis of XGBoost and LightGBM on a Native Arabic Silent Speech Dataset<\/a><div class=\"scholar-publication-authors\">R Shah, A Riaz, S Quershi, A Zia, U Iqbal<\/div><div class=\"scholar-publication-venue\">2025 International Conference on Activity and Behavior Computing (ABC), 1-11, 2025<\/div><\/td>\n                <td class=\"publication-year\" data-year=\"2025\">2025<\/td>\n                <td class=\"publication-citations\" data-citations=\"0\">0<\/td><\/tr><tr>\n                <td class=\"publication-info\">\n                    <a href=\"https:\/\/scholar.google.com\/citations?view_op=view_citation&#038;hl=en&#038;user=BVBJ06QAAAAJ&#038;cstart=40&#038;citation_for_view=BVBJ06QAAAAJ:NMxIlDl6LWMC\" \n                       class=\"scholar-publication-title\" \n                       target=\"_blank\" rel=\"noopener noreferrer\">Collaborative Static-Dynamic Teaching: A Semi-Supervised Framework for Stripe-like Space Target Detection<\/a><div class=\"scholar-publication-venue\">Remote Sensing, 2025<\/div><\/td>\n                <td class=\"publication-year\" data-year=\"2025\">2025<\/td>\n                <td class=\"publication-citations\" data-citations=\"0\">0<\/td><\/tr><tr>\n                <td class=\"publication-info\">\n                    <a href=\"https:\/\/scholar.google.com\/citations?view_op=view_citation&#038;hl=en&#038;user=BVBJ06QAAAAJ&#038;cstart=40&#038;citation_for_view=BVBJ06QAAAAJ:bEWYMUwI8FkC\" \n                       class=\"scholar-publication-title\" \n                       target=\"_blank\" rel=\"noopener noreferrer\">Genre-aware user profiling using duration count matrices: A novel approach to enhancing content recommendation systems<\/a><div class=\"scholar-publication-authors\">A Alqazzaz, Z Anwar, M Hassan, S Qureshi, M Alsulami, A Zia, S Alyami, ...<\/div><div class=\"scholar-publication-venue\">PloS one 20 (4), e0312520, 2025<\/div><\/td>\n                <td class=\"publication-year\" data-year=\"2025\">2025<\/td>\n                <td class=\"publication-citations\" data-citations=\"0\">0<\/td><\/tr><\/tbody><\/table><nav class=\"scholar-pagination\" role=\"navigation\" aria-label=\"Publications pagination\">\n            <div class=\"scholar-pagination-wrapper\"><span class=\"scholar-pagination-btn scholar-pagination-prev disabled\" aria-hidden=\"true\">\n                <span aria-hidden=\"true\">\u2039<\/span>\n                <span class=\"scholar-pagination-text\">Previous<\/span>\n            <\/span><div class=\"scholar-pagination-numbers\"><span class=\"scholar-pagination-number current\" aria-current=\"page\" aria-label=\"Page 1, current page\">1<\/span><a href=\"\/index.php?rest_route=%2Fwp%2Fv2%2Fpages%2F22&#038;scholar_page=2\" class=\"scholar-pagination-number\" aria-label=\"Go to page 2\">2<\/a><a href=\"\/index.php?rest_route=%2Fwp%2Fv2%2Fpages%2F22&#038;scholar_page=3\" class=\"scholar-pagination-number\" aria-label=\"Go to page 3\">3<\/a><a href=\"\/index.php?rest_route=%2Fwp%2Fv2%2Fpages%2F22&#038;scholar_page=4\" class=\"scholar-pagination-number\" aria-label=\"Go to page 4\">4<\/a><\/div><a href=\"\/index.php?rest_route=%2Fwp%2Fv2%2Fpages%2F22&#038;scholar_page=2\" class=\"scholar-pagination-btn scholar-pagination-next\" aria-label=\"Next page\">\n                <span class=\"scholar-pagination-text\">Next<\/span>\n                <span aria-hidden=\"true\">\u203a<\/span>\n            <\/a><\/div><\/nav><\/div><\/div><\/div><div class=\"scholar-sidebar\"><div class=\"scholar-card scholar-metrics\">\n            <div class=\"scholar-card-header\">\n                <h2 class=\"scholar-card-title\">Citations<\/h2>\n            <\/div>\n            <div class=\"scholar-card-content\">\n                <table class=\"scholar-metrics-table\">\n                    <thead>\n                        <tr>\n                            <th><\/th>\n                            <th>All<\/th>\n                            <th>Since 2019<\/th>\n                        <\/tr>\n                    <\/thead>\n                    <tbody>\n                        <tr>\n                            <td>Citations<\/td>\n                            <td>535<\/td>\n                            <td>451<\/td>\n                        <\/tr>\n                        <tr>\n                            <td>h-index<\/td>\n                            <td>10<\/td>\n                            <td>10<\/td>\n                        <\/tr>\n                        <tr>\n                            <td>i10-index<\/td>\n                            <td>11<\/td>\n                            <td>10<\/td>\n                        <\/tr>\n                    <\/tbody>\n                <\/table>\n            <\/div>\n          <\/div><div class=\"scholar-card scholar-coauthors\">\n            <div class=\"scholar-card-header\">\n                <h2 class=\"scholar-card-title\">Co-authors<\/h2>\n                <div class=\"scholar-card-info\">12 co-authors<\/div>\n            <\/div>\n            <div class=\"scholar-card-content\">\n                <div class=\"scholar-coauthor-list\"><div class=\"scholar-coauthor\">\n                    <div class=\"scholar-coauthor-header\"><div class=\"scholar-coauthor-main\">\n                        <a href=\"https:\/\/scholar.google.com\/citations?user=6hOOxw0AAAAJ&#038;hl=en\" \n                           class=\"scholar-coauthor-name\"\n                           target=\"_blank\" rel=\"noopener noreferrer\">Jun Zhou<\/a><\/div><\/div><\/div><div class=\"scholar-coauthor\">\n                    <div class=\"scholar-coauthor-header\"><div class=\"scholar-coauthor-main\">\n                        <a href=\"https:\/\/scholar.google.com\/citations?user=32RHN4oAAAAJ&#038;hl=en\" \n                           class=\"scholar-coauthor-name\"\n                           target=\"_blank\" rel=\"noopener noreferrer\">Lars Petersson<\/a><\/div><\/div><\/div><div class=\"scholar-coauthor\">\n                    <div class=\"scholar-coauthor-header\"><div class=\"scholar-coauthor-main\">\n                        <a href=\"https:\/\/scholar.google.com\/citations?user=oD_wfrAAAAAJ&#038;hl=en\" \n                           class=\"scholar-coauthor-name\"\n                           target=\"_blank\" rel=\"noopener noreferrer\">Vivien Rolland<\/a><\/div><\/div><\/div><div class=\"scholar-coauthor\">\n                    <div class=\"scholar-coauthor-header\"><div class=\"scholar-coauthor-main\">\n                        <a href=\"https:\/\/scholar.google.com\/citations?user=K2INPyYAAAAJ&#038;hl=en\" \n                           class=\"scholar-coauthor-name\"\n                           target=\"_blank\" rel=\"noopener noreferrer\">Zeeshan Hayder<\/a><\/div><\/div><\/div><div class=\"scholar-coauthor\">\n                    <div class=\"scholar-coauthor-header\"><div class=\"scholar-coauthor-main\">\n                        <a href=\"https:\/\/scholar.google.com\/citations?user=nFSe86oAAAAJ&#038;hl=en\" \n                           class=\"scholar-coauthor-name\"\n                           target=\"_blank\" rel=\"noopener noreferrer\">Dr. Usman Bashir Tayab<\/a><\/div><\/div><\/div><div class=\"scholar-coauthor\">\n                    <div class=\"scholar-coauthor-header\"><div class=\"scholar-coauthor-main\">\n                        <a href=\"https:\/\/scholar.google.com\/citations?user=nj2jJB0AAAAJ&#038;hl=en\" \n                           class=\"scholar-coauthor-name\"\n                           target=\"_blank\" rel=\"noopener noreferrer\">Abdelwahed Khamis<\/a><\/div><\/div><\/div><div class=\"scholar-coauthor\">\n                    <div class=\"scholar-coauthor-header\"><div class=\"scholar-coauthor-main\">\n                        <a href=\"https:\/\/scholar.google.com\/citations?user=IqazXu4AAAAJ&#038;hl=en\" \n                           class=\"scholar-coauthor-name\"\n                           target=\"_blank\" rel=\"noopener noreferrer\">Yongsheng Gao<\/a><\/div><\/div><\/div><div class=\"scholar-coauthor\">\n                    <div class=\"scholar-coauthor-header\"><div class=\"scholar-coauthor-main\">\n                        <a href=\"https:\/\/scholar.google.com\/citations?user=so0Z-4oAAAAJ&#038;hl=en\" \n                           class=\"scholar-coauthor-name\"\n                           target=\"_blank\" rel=\"noopener noreferrer\">Fuwen Yang<\/a><\/div><\/div><\/div><div class=\"scholar-coauthor\">\n                    <div class=\"scholar-coauthor-header\"><div class=\"scholar-coauthor-main\">\n                        <a href=\"https:\/\/scholar.google.com\/citations?user=co6sw44AAAAJ&#038;hl=en\" \n                           class=\"scholar-coauthor-name\"\n                           target=\"_blank\" rel=\"noopener noreferrer\">Junwei Lu<\/a><\/div><\/div><\/div><div class=\"scholar-coauthor\">\n                    <div class=\"scholar-coauthor-header\"><div class=\"scholar-coauthor-main\">\n                        <a href=\"https:\/\/scholar.google.com\/citations?user=Hzh_KAcAAAAJ&#038;hl=en\" \n                           class=\"scholar-coauthor-name\"\n                           target=\"_blank\" rel=\"noopener noreferrer\">Suhad Al-Khafaji<\/a><\/div><\/div><\/div><div class=\"scholar-coauthor\">\n                    <div class=\"scholar-coauthor-header\"><div class=\"scholar-coauthor-main\">\n                        <a href=\"https:\/\/scholar.google.com\/citations?user=y5DWyxMAAAAJ&#038;hl=en\" \n                           class=\"scholar-coauthor-name\"\n                           target=\"_blank\" rel=\"noopener noreferrer\">Jie Liang<\/a><\/div><\/div><\/div><div class=\"scholar-coauthor\">\n                    <div class=\"scholar-coauthor-header\"><div class=\"scholar-coauthor-main\">\n                        <a href=\"https:\/\/scholar.google.com\/citations?user=yMXs1WcAAAAJ&#038;hl=en\" \n                           class=\"scholar-coauthor-name\"\n                           target=\"_blank\" rel=\"noopener noreferrer\">Nick Barnes<\/a><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Recent Publication Abstracts:<\/h2>\n\n\n<p class=\"spf-error\">Could not retrieve publications. Please check the User ID or try again later.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Book chapter:<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Ali Zia, and Jie Liang. \u201c3D plant modelling using spectral data from visible to near-infrared range\u201d, of book, \u201cComputer Vision and Pattern Recognition in Environmental Informatics\u201d, by IGI Global Publication, 2015.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Journals:<\/h2>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Ali Zia, Abdelwahed Khamis, James Nichols, Usman Bashir Tayab, Zeeshan Hayder, Vivien Rolland, Eric Stone and Lars Petersson. \u201cTopological Deep Learning: A Review of an Emerging Paradigm\u201d, A.I. Reviews, 2024. <strong>(Impact Factor: 12)<\/strong><\/li>\n\n\n\n<li>Ali Zia, Jun Zhou, and Yongsheng Gao. \u201cExploring chromatic aberration and defocus blur for relative depth estimation from monocular hyperspectral Image\u201d, IEEE Transactions on Image Processing (IEEE TIP),30:4357-4370, 2021. <strong>(Impact factor: 11)<\/strong><\/li>\n\n\n\n<li>Usman Bashir Tayab, Ali Zia, Fuwen Yang, Junwei Lu, and Muhammad Kashif. \u201cShort-term load forecasting for microgrid energy management system using hybrid HHO-FNN model with best-basis stationary wavelet packet transform\u201d, Energy, 203, 117857, 2020.<strong> (Impact factor: 9)<\/strong><\/li>\n\n\n\n<li>Suhad Lateef Al-khafaji, Jun Zhou, Ali Zia, and Alan Wee-Chung Liew. \u201cSpectral-spatial scale-invariant feature transform for hyperspectral images\u201d, IEEE Transactions on Image Processing (IEEE TIP), 27(2):837-850, 2018.<strong> (Impact factor: 11)<\/strong><\/li>\n\n\n\n<li>Mustafa Hajij, Mathilde Papillon, Ali Zia et. al. \u201cTopoX: A Suite of Python Packages for Machine Learning on Topological Domains\u201d, Journal of Machine Learning Research,2024. (submitted)<br>Arxiv Link: <a href=\"https:\/\/arxiv.org\/abs\/2402.02441\">https:\/\/arxiv.org\/abs\/2402.02441<\/a><\/li>\n\n\n\n<li>Salma Shahid; Gufran Khan; Sajid Anwer; Shahnawaz Qureshi; Ali Zia \u201cEmpowering Real-Time Speech Information Retrieval: A Hybrid-Transformer&nbsp; Approach for Accurate Urdu Keyword Spotting\u201d, Pattern Recognition Letters, 2024 (submitted)<\/li>\n\n\n\n<li>Syed Abu Huraira Hussain, Imran Raza, Syed Asad Hussain, Muhammad Hasan Jamal, Tauseef Gulrez, Ali Zia \u201cA Mental State-Aware Brain Computer Interface for Adaptive Control of Electric Powered Wheelchair\u201d, Medical &amp; Biological Engineering &amp; Computing, 2024 (submitted)<\/li>\n\n\n\n<li>Zunaira Anwer, Muhammad Zeeshan Iqbal, Shahnawaz Qureshi, Ali Zia, Sajid Answer, Seppo Karrila \u201cPredicting User Behavior on Video Streaming by Using Watch-Time Duration Analysis\u201d, Computer in Human Behaviour,2023. (Under Review).<\/li>\n\n\n\n<li>Ali Zia, Jing Wang, Asif Ameer \u201cDeep learning methods in UAV-based sensing for agriculture: a survey\u201d Computers and Electronics in Agriculture, 2024. (To Submit).<\/li>\n\n\n\n<li>Asif Ameer, Ali Zia, Shahnawaz Qureshi, Ahsan Latif, Seppo Karrila \u201cComparing the Effectiveness of&nbsp; Vision Transformer and Single point proposal SAM in Early Weed Detection\u201d, Computers and Electronics in Agriculture, 2024. (To Submit).<\/li>\n\n\n\n<li>Usman Bashir Tayab, Ali Zia, Kazi Nazmul Hasan, Rakibuzzaman Shah, Syed Islam, Brendan McGrath. \u201cArtificial Intelligence Based Optimum Battery Sizing and Energy Management for Grid-connected Microgrid\u201d To Submit to IEEE Transactions on Sustainable Energy, 2024 (To Submit).<\/li>\n\n\n\n<li>Bakhtiar Ali, Ali Zia, Han Xu, Robert Sang, Igor V. Litvinyuk, Maksym Rybachuk \u201cModelling and multi-objective optimization of an ultrashort femtosecond (30-fs) laser micromachining of diamond\u201d To Submit to International Journal of Machine Tools and Manufacture, 2024 (To Submit).<br><strong>Arxiv Link:<\/strong> <a href=\"https:\/\/arxiv.org\/abs\/2302.03836\">https:\/\/arxiv.org\/abs\/2302.03836<\/a><\/li>\n\n\n\n<li>Yajie Sun, Ali Zia, Vivien Rolland, and Jun Zhou, \u201cSpectral 3D Computer Vision &#8211; A Review\u201d. AI Reviews, 2024, (To Submit).<br><strong>Arxiv Link:<\/strong> <a href=\"https:\/\/arxiv.org\/abs\/2302.08054\">https:\/\/arxiv.org\/abs\/2302.08054<\/a><\/li>\n\n\n\n<li>Zekun Long, Ali Zia, Vivien Rolland and Jun Zhou. Advancing Meat Safety: A Benchmark Analysis of Hyperspectral Imaging Unmixing Techniques for Detection of Meat Contamination. (To Submit).<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\">Conferences:<\/h2>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Xuesong Li, Zeeshan Hayder, Ali Zia, Vivien Rollands et al, \u201cA Novel Multi-modality Dataset for Advancing Crop Biomass Estimation and Beyond\u201d CVPR workshop on Vision for Agriculture, 2024.<\/li>\n\n\n\n<li>Xuesong Li, Zeeshan Hayder, Ali Zia, Vivien Rollands et al. Generalized BioNet: Bridging the Gap between Image and Point Cloud for Biomass Prediction, WACV,2024. (To Submit)<\/li>\n\n\n\n<li>Zijian Zhu, Ali Zia, Member, Xuesong Li, Yuebo Ma, Enhai Liu, and Rujin Zhao Stripe-like Space Target Detection in Intense Stray Lights with Single-point Weakly Supervision. ECCV,2024.(To Submit)<\/li>\n\n\n\n<li>Yajie Sun, Ali Zia, Yi Liao and Jun Zhou, Enhancing Explainability and Mitigating Local Feature Bias in Point Cloud Classification via Attention-Based Recurrent Frameworks. ECCV,2024. (To Submit)<\/li>\n\n\n\n<li>Ali Zia, Renuka Sharma et. al. \u201cZooming In on Animal Action: A Review from Coarse to Fine-Grained Recognition Techniques\u201d. IJCAI 2024. (Submitted)<\/li>\n\n\n\n<li>Shahnawaz Qureshi, Salma Shaid, Muhammad Gufran Khan, Sajid Answer,&nbsp; Seppo Karrila and Ali Zia. Empowering Real-Time Speech Information Retrieval: A Hybrid Transformer Approach for Accurate Urdu Keyword Spotting, IJCAI 2024 (Submitted)<\/li>\n\n\n\n<li>Ali Zia et. al. Topological Deep Learning Challenge: Design and Results \u2013 White Paper, ICML Topological Deep Learning Challenge 2023. Links: <a href=\"https:\/\/proceedings.mlr.press\/v221\/papillon23a.html\">https:\/\/proceedings.mlr.press\/v221\/papillon23a.html <\/a>, <a href=\"https:\/\/arxiv.org\/abs\/2309.15188\">https:\/\/arxiv.org\/abs\/2309.15188<\/a><\/li>\n\n\n\n<li>Pranav Pativada,Zeeshan Hayder,Ali Zia and Nick Barnes. Contrastive-Aware ViT for Weakly Supervised Semantic Segmentation, DICTA,2023 <strong>(Runner-Up Paper award)<\/strong>.<\/li>\n\n\n\n<li>Yifan Zhou, Md Rakibul Hasan, Md Mahbub Hasan, Ali Zia and Md Zakir Hossain How do native and non-native listeners differ? Investigation with dominant frequency bands in auditory evoked potential, ICONIP, 2023.<\/li>\n\n\n\n<li>Ali Zia, Renuka Sharma, Vivien Rolland, Arablouei, Reza, Lars Petersson, Aaron Ingram. \u201cCVB: A Video Dataset of Cattle Visual Behaviors\u201d, CVPR workshop on animal behavior, 2023.<\/li>\n\n\n\n<li>Yajie Sun, Ali Zia, and Jun Zhou, \u201cMultiScale Representations Learning Transformer Framework for Point Cloud Classification\u201d, IEEE International Conference on Image Processing (ICIP), 2023.<\/li>\n\n\n\n<li>Yajie Sun, Ali Zia, and Jun Zhou \u201cHigh Spectral Spatial Resolution Synthetic HyperSpectral Dataset form multi-source fusion\u201d, IJCNN workshop on Multimodal Synthetic Data for Deep Neural Networks (MSynD), 2023.<\/li>\n\n\n\n<li>D. Bao, J. Zhou, S. A. Bhuiyan, A. Zia, R. Ford, and Y. Gao, &#8220;Early Detection of Sugarcane Smut Disease in Hyperspectral Images,&#8221; International Conference on Image and Vision Computing New Zealand (IVCNZ), pp. 1-6, 2021.<\/li>\n\n\n\n<li>Usman Bashir Tayab, Junwei Lu, Fuwen Yang, Mojaharul Islam, Ali Zia, and Jahangir Hossain. \u201cMicrogrid energy management system for academic building\u201d, The Australasian Universities Power Engineering Conference (AUPEC), 2019.<\/li>\n\n\n\n<li>Suhad Lateef Al-khafaji, Ali Zia, Jun Zhou, and AlanWee-Chung Liew. \u201cMaterial-based boundary detection in hyperspectral images\u201d, In Proceedings of the International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2017.<\/li>\n\n\n\n<li>Ali Zia, Jun Zhou, and Yongsheng Gao. \u201cRelative depth estimation from hyperspectral data\u201d, In Proceedings of the International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2015.<\/li>\n\n\n\n<li>Ali Zia, Jie Liang, Jun Zhou, and Yongsheng Gao. \u201c3D reconstruction from hyperspectral images\u201d, In Proceedings of the IEEE Winter Conference on Applications of Computer Vision (WACV), pages 318-325, Waikoloa Beach, Hawaii, 2015.<\/li>\n\n\n\n<li>Jie Liang, Ali Zia, Jun Zhou, and Xavier Sirault. \u201c3D plant modeling via hyperspectral imaging\u201d, International Conference on Computer Vision (ICCV) Workshop on Computer Vision for Accelerated Bioscience, 2013.<\/li>\n\n\n\n<li>Ali Zia, T. Gulrez and T. Chaudhry \u201cHeterogeneous Sensor Fusion Framework for Autonomous Mobile Robot Obstacle Avoidance\u201d 10th International Conference on Intelligent Systems Design and Application, 2010.<\/li>\n\n\n\n<li>T. Chaudhry, T. Gulrez and Ali Zia \u201cB\u2019ezier Curve based Dynamic Obstacle Avoidance and Trajectory Learning for Autonomous Mobile Robots\u201d 10th International Conference on Intelligent Systems Design and Application, 2010.<\/li>\n\n\n\n<li>Ali Zia, S. Bhatti \u201cObject Recognition using SIFT feature over fastly extracted Salient Map\u201d International Conference on Intelligence and Information Technology 2010.<\/li>\n\n\n\n<li>Ali Zia, J.-H. Huang, J. Zhou, and A. Robles-Kelly. \u201cContent-based image retrieval via subspace-projected salient features\u201d. In Proceedings of the international conference on Digital Image Computing: Techniques and Applications (DICTA), pages 593\u2013599, December 2008.<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>Recent Publication Abstracts: Book chapter: Ali Zia, and Jie Liang. \u201c3D plant modelling using spectral data from visible to near-infrared range\u201d, of book, \u201cComputer Vision and Pattern Recognition in Environmental Informatics\u201d, by IGI Global Publication, 2015. Journals: Conferences:<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"folder":[],"class_list":["post-22","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/ali-zia.me\/index.php?rest_route=\/wp\/v2\/pages\/22","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ali-zia.me\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/ali-zia.me\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/ali-zia.me\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ali-zia.me\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=22"}],"version-history":[{"count":13,"href":"https:\/\/ali-zia.me\/index.php?rest_route=\/wp\/v2\/pages\/22\/revisions"}],"predecessor-version":[{"id":268,"href":"https:\/\/ali-zia.me\/index.php?rest_route=\/wp\/v2\/pages\/22\/revisions\/268"}],"wp:attachment":[{"href":"https:\/\/ali-zia.me\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=22"}],"wp:term":[{"taxonomy":"folder","embeddable":true,"href":"https:\/\/ali-zia.me\/index.php?rest_route=%2Fwp%2Fv2%2Ffolder&post=22"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}