Dr Tariq Khan

Dr Tariq Khan

Senior Research Associate

 

Engineering
Computer Science and Engineering

Tariq Khan is a senior research associate in the School of Computer Science and Engineering (CSE) at UNSW Sydney, Australia. Prior to joining UNSW in 2021, he studied and worked at various universities including Macquarie University (PhD), COMSATS University Islamabad Pakistan (Assistant Professor), and Deakin University (Research Fellow). His research is focused on computer vision and machine learning, encompassing image segmentation, image classification, medical image analysis, resource-constrained neural networks, and deep neural networks. Currently, he is working on developing new computer vision and machine learning methods, particularly deep learning, for automated quantitative analysis of biomedical imaging data and other industrial applications. He has published over 70 peer-reviewed journal and conference papers (with total citation 1670+, H-index of 25 and i10-index of 47). According to SciVal data from the last 5 years, Dr. Khan is ranked number 1 in the world for research in the topics of Retina Image, Retina Blood Vessels, and Hypertension Retinopathy. He has published 30+ papers in these fields, with a field-weighted citation impact of 1.99, indicating that he has been cited twice the global rate expected for his field. His work in these areas has been highly cited, with a total citation count of over 500.

Location
Room 201, Desk 13, K17 Building, School of Computer Science and Engineering
  • Book Chapters | 2023
    Khan TM; Naqvi SS; Robles-Kelly A; Meijering E, 2023, 'Neural Network Compression by Joint Sparsity Promotion and Redundancy Reduction', in , pp. 612 - 623, http://dx.doi.org/10.1007/978-3-031-30105-6_51
  • Journal articles | 2024
    Khan TM; Naqvi SS; Meijering E, 2024, 'ESDMR-Net: A lightweight network with expand-squeeze and dual multiscale residual connections for medical image segmentation', Engineering Applications of Artificial Intelligence, 133, http://dx.doi.org/10.1016/j.engappai.2024.107995
    Journal articles | 2024
    Mazher M; Razzak I; Qayyum A; Tanveer M; Beier S; Khan T; Niederer SA, 2024, 'Self-supervised spatial–temporal transformer fusion based federated framework for 4D cardiovascular image segmentation', Information Fusion, 106, http://dx.doi.org/10.1016/j.inffus.2024.102256
    Journal articles | 2024
    Naveed A; Naqvi SS; Iqbal S; Razzak I; Khan HA; Khan TM, 2024, 'RA-Net: Region-Aware Attention Network for Skin Lesion Segmentation', Cognitive Computation, http://dx.doi.org/10.1007/s12559-024-10304-1
    Journal articles | 2024
    Naveed A; Naqvi SS; Khan TM; Razzak I, 2024, 'PCA: Progressive class-wise attention for skin lesions diagnosis', Engineering Applications of Artificial Intelligence, 127, http://dx.doi.org/10.1016/j.engappai.2023.107417
    Journal articles | 2024
    Usman M; Rehman A; Masood S; Khan TM; Qadir J, 2024, 'Intelligent healthcare system for IoMT-integrated sonography: Leveraging multi-scale self-guided attention networks and dynamic self-distillation', Internet of Things (Netherlands), 25, http://dx.doi.org/10.1016/j.iot.2024.101065
    Journal articles | 2023
    Arsalan M; Khan TM; Naqvi SS; Nawaz M; Razzak I, 2023, 'Prompt Deep Light-Weight Vessel Segmentation Network (PLVS-Net)', IEEE/ACM Transactions on Computational Biology and Bioinformatics, 20, pp. 1363 - 1371, http://dx.doi.org/10.1109/TCBB.2022.3211936
    Journal articles | 2023
    Aslam M; Naqvi SS; Khan TM; Holmes G; Naffa R, 2023, 'Trainable guided attention based robust leather defect detection', Engineering Applications of Artificial Intelligence, 124, http://dx.doi.org/10.1016/j.engappai.2023.106438
    Journal articles | 2023
    Iqbal S; Khan TM; Naqvi SS; Holmes G, 2023, 'MLR-Net: A multi-layer residual convolutional neural network for leather defect segmentation', Engineering Applications of Artificial Intelligence, 126, http://dx.doi.org/10.1016/j.engappai.2023.107007
    Journal articles | 2023
    Iqbal S; Khan TM; Naqvi SS; Naveed A; Usman M; Khan HA; Razzak I, 2023, 'LDMRes-Net: A Lightweight Neural Network for Efficient Medical Image Segmentation on IoT and Edge Devices', IEEE Journal of Biomedical and Health Informatics, http://dx.doi.org/10.1109/JBHI.2023.3331278
    Journal articles | 2023
    Iqbal S; Naveed K; Naqvi SS; Naveed A; Khan TM, 2023, 'Robust retinal blood vessel segmentation using a patch-based statistical adaptive multi-scale line detector', Digital Signal Processing: A Review Journal, 139, http://dx.doi.org/10.1016/j.dsp.2023.104075
    Journal articles | 2023
    Iqbal S; Qureshi AN; Alhussein M; Choudhry IA; Aurangzeb K; Khan TM, 2023, 'Fusion of Textural and Visual Information for Medical Image Modality Retrieval Using Deep Learning-Based Feature Engineering', IEEE Access, 11, pp. 93238 - 93253, http://dx.doi.org/10.1109/ACCESS.2023.3310245
    Journal articles | 2023
    Khan TM; Arsalan M; Razzak I; Meijering E, 2023, 'Simple and robust depth-wise cascaded network for polyp segmentation', Engineering Applications of Artificial Intelligence, 121, http://dx.doi.org/10.1016/j.engappai.2023.106023
    Journal articles | 2023
    Khan TM; Naqvi SS; Robles-Kelly A; Razzak I, 2023, 'Retinal vessel segmentation via a Multi-resolution Contextual Network and adversarial learning', Neural Networks, 165, pp. 310 - 320, http://dx.doi.org/10.1016/j.neunet.2023.05.029
    Journal articles | 2023
    Manan MA; Jinchao F; Khan TM; Yaqub M; Ahmed S; Chuhan IS, 2023, 'Semantic segmentation of retinal exudates using a residual encoder–decoder architecture in diabetic retinopathy', Microscopy Research and Technique, 86, pp. 1443 - 1460, http://dx.doi.org/10.1002/jemt.24345
    Journal articles | 2023
    Naqvi SS; Langah ZA; Khan HA; Khan MI; Bashir T; Razzak MI; Khan TM, 2023, 'GLAN: GAN Assisted Lightweight Attention Network for Biomedical Imaging Based Diagnostics', Cognitive Computation, 15, pp. 932 - 942, http://dx.doi.org/10.1007/s12559-023-10131-w
    Journal articles | 2023
    Qayyum A; Mazher M; Khan T; Razzak I, 2023, 'Semi-supervised 3D-InceptionNet for segmentation and survival prediction of head and neck primary cancers', Engineering Applications of Artificial Intelligence, 117, http://dx.doi.org/10.1016/j.engappai.2022.105590
    Journal articles | 2023
    Qayyum A; Razzak I; Mazher M; Khan T; Ding W; Niederer S, 2023, 'Two-Stage Self-Supervised Contrastive Learning Aided Transformer for Real-Time Medical Image Segmentation', IEEE Journal of Biomedical and Health Informatics, http://dx.doi.org/10.1109/JBHI.2023.3340956
    Journal articles | 2022
    Aslam M; Khan TM; Naqvi SS; Holmes G, 2022, 'An Ensemble of Fine-Tuned Deep Learning Networks for Wet-Blue Leather Segmentation', Journal of the American Leather Chemists Association, 117, pp. 164 - 171
    Journal articles | 2022
    Iqbal S; Khan TM; Naveed K; Naqvi SS; Nawaz SJ, 2022, 'Recent trends and advances in fundus image analysis: A review', Computers in Biology and Medicine, 151, http://dx.doi.org/10.1016/j.compbiomed.2022.106277
    Journal articles | 2022
    Iqbal S; Naqvi SS; Khan HA; Saadat A; Khan TM, 2022, 'G-Net Light: A Lightweight Modified Google Net for Retinal Vessel Segmentation', Photonics, 9, http://dx.doi.org/10.3390/photonics9120923
    Journal articles | 2022
    Khan TM; Khan MAU; Rehman NU; Naveed K; Afridi IU; Naqvi SS; Raazak I, 2022, 'Width-wise vessel bifurcation for improved retinal vessel segmentation', Biomedical Signal Processing and Control, 71, http://dx.doi.org/10.1016/j.bspc.2021.103169
    Journal articles | 2022
    Khan TM; Naqvi SS; Meijering E, 2022, 'Leveraging image complexity in macro-level neural network design for medical image segmentation', Scientific Reports, 12, http://dx.doi.org/10.1038/s41598-022-26482-7
    Journal articles | 2022
    Naqvi RA; Arsalan M; Qaiser T; Khan TM; Razzak I, 2022, 'Sensor Data Fusion Based on Deep Learning for Computer Vision Applications and Medical Applications', Sensors, 22, http://dx.doi.org/10.3390/s22208058
    Journal articles | 2022
    Nawaz M; Chan RW; Malik A; Khan T; Cao P, 2022, 'Hand Gestures Classification Using Electrical Impedance Tomography Images', IEEE Sensors Journal, 22, pp. 18922 - 18932, http://dx.doi.org/10.1109/JSEN.2022.3193718
    Journal articles | 2021
    Abdullah F; Imtiaz R; Madni HA; Khan HA; Khan TM; Khan MAU; Naqvi SS, 2021, 'A Review on Glaucoma Disease Detection Using Computerized Techniques', IEEE Access, 9, pp. 37311 - 37333, http://dx.doi.org/10.1109/ACCESS.2021.3061451
    Journal articles | 2021
    Aslam M; Khan TM; Naqvi SS; Holmes G; Naffa R, 2021, 'Learning to recognize irregular features on leather surfaces', Journal of the American Leather Chemists Association, 116, pp. 169 - 178
    Journal articles | 2021
    Imtiaz R; Khan TM; Naqvi SS; Arsalan M; Nawaz SJ, 2021, 'Screening of Glaucoma disease from retinal vessel images using semantic segmentation', Computers and Electrical Engineering, 91, http://dx.doi.org/10.1016/j.compeleceng.2021.107036
    Journal articles | 2021
    Naveed K; Abdullah F; Madni HA; Khan MAU; Khan TM; Naqvi SS, 2021, 'Towards automated eye diagnosis: An improved retinal vessel segmentation framework using ensemble block matching 3d filter', Diagnostics, 11, pp. 114, http://dx.doi.org/10.3390/diagnostics11010114
    Journal articles | 2020
    Aslam M; Khan TM; Naqvi SS; Holmes G; Naffa R, 2020, 'Ensemble convolutional neural networks with knowledge transfer for leather defect classification in industrial settings', IEEE Access, 8, pp. 198600 - 198614, http://dx.doi.org/10.1109/ACCESS.2020.3034731
    Journal articles | 2020
    Khan TM; Alhussein M; Aurangzeb K; Arsalan M; Naqvi SS; Nawaz SJ, 2020, 'Residual Connection-Based Encoder Decoder Network (RCED-Net) for Retinal Vessel Segmentation', IEEE Access, 8, pp. 131257 - 131272, http://dx.doi.org/10.1109/ACCESS.2020.3008899
    Journal articles | 2020
    Khan TM; Bailey DG; Khan MAU; Kong Y, 2020, 'Real-time iris segmentation and its implementation on FPGA', Journal of Real-Time Image Processing, 17, pp. 1089 - 1102, http://dx.doi.org/10.1007/s11554-019-00859-w
    Journal articles | 2020
    Khan TM; Mehmood M; Naqvi SS; Butt MFU, 2020, 'A region growing and local adaptive thresholding-based optic disc detection', PLoS ONE, 15, pp. e0227566, http://dx.doi.org/10.1371/journal.pone.0227566
    Journal articles | 2020
    Khan TM; Robles-Kelly A, 2020, 'Machine Learning: Quantum vs Classical', IEEE Access, 8, pp. 219275 - 219294, http://dx.doi.org/10.1109/ACCESS.2020.3041719
    Journal articles | 2020
    Minhas K; Khan TM; Arsalan M; Naqvi SS; Ahmed M; Khan HA; Haider MA; Haseeb A, 2020, 'Accurate Pixel-Wise Skin Segmentation Using Shallow Fully Convolutional Neural Network', IEEE Access, 8, pp. 156314 - 156327, http://dx.doi.org/10.1109/ACCESS.2020.3019183
    Journal articles | 2020
    Mukhtar N; Fournaris AP; Khan TM; Dimopoulos C; Kong Y, 2020, 'Improved hybrid approach for side-channel analysis using efficient convolutional neural network and dimensionality reduction', IEEE Access, 8, pp. 184298 - 184311, http://dx.doi.org/10.1109/ACCESS.2020.3029206
    Journal articles | 2020
    Sabir M; Khan TM; Arshad M; Munawar S, 2020, 'Reducing computational complexity in fingerprint matching', Turkish Journal of Electrical Engineering and Computer Sciences, 28, pp. 2538 - 2551, http://dx.doi.org/10.3906/ELK-1907-113
    Journal articles | 2020
    Tabassum M; Khan TM; Arsalan M; Naqvi SS; Ahmed M; Madni HA; Mirza J, 2020, 'CDED-Net: Joint Segmentation of Optic Disc and Optic Cup for Glaucoma Screening', IEEE Access, 8, pp. 102733 - 102747, http://dx.doi.org/10.1109/ACCESS.2020.2998635
    Journal articles | 2019
    Afridi IU; Bashir T; Khattak HA; Khan TM; Imran M, 2019, 'Degraded image enhancement by image dehazing and Directional Filter Banks using Depth Image based Rendering for future freeview 3D-TV', PLoS ONE, 14, http://dx.doi.org/10.1371/journal.pone.0217246
    Journal articles | 2019
    Aslam M; Khan TM; Naqvi SS; Holmes G; Naffa R, 2019, 'On the Application of Automated Machine Vision for Leather Defect Inspection and Grading: A Survey', IEEE Access, 7, pp. 176065 - 176086, http://dx.doi.org/10.1109/ACCESS.2019.2957427
    Journal articles | 2019
    Khan MAU; Khan TM; Bailey DG; Soomro TA, 2019, 'A generalized multi-scale line-detection method to boost retinal vessel segmentation sensitivity', Pattern Analysis and Applications, 22, pp. 1177 - 1196, http://dx.doi.org/10.1007/s10044-018-0696-1
    Journal articles | 2019
    Khan MAU; Khan TM; Naqvi SS; Aurangzeb Khan M, 2019, 'GGM classifier with multi-scale line detectors for retinal vessel segmentation', Signal, Image and Video Processing, 13, pp. 1667 - 1675, http://dx.doi.org/10.1007/s11760-019-01515-3
    Journal articles | 2019
    Khan MAU; Khan TM; Soomro TA; Mir N; Gao J, 2019, 'Boosting sensitivity of a retinal vessel segmentation algorithm', Pattern Analysis and Applications, 22, pp. 583 - 599, http://dx.doi.org/10.1007/s10044-017-0661-4
    Journal articles | 2019
    Khan TM; Bailey DG; Khan MAU; Kong Y, 2019, 'Efficient hardware implementation strategy for local normalization of fingerprint images', Journal of Real-Time Image Processing, 16, pp. 1263 - 1275, http://dx.doi.org/10.1007/s11554-016-0625-8
    Journal articles | 2019
    Khawaja A; Khan TM; Khan MAU; Nawaz SJ, 2019, 'A multi-scale directional line detector for retinal vessel segmentation', Sensors (Switzerland), 19, pp. 4949, http://dx.doi.org/10.3390/s19224949
    Journal articles | 2019
    Khawaja A; Khan TM; Naveed K; Naqvi SS; Rehman NU; Junaid Nawaz S, 2019, 'An Improved Retinal Vessel Segmentation Framework Using Frangi Filter Coupled with the Probabilistic Patch Based Denoiser', IEEE Access, 7, pp. 164344 - 164361, http://dx.doi.org/10.1109/ACCESS.2019.2953259
    Journal articles | 2019
    Naqvi SS; Fatima N; Khan TM; Rehman ZU; Khan MA, 2019, 'Automatic optic disk detection and segmentation by variational active contour estimation in retinal fundus images', Signal, Image and Video Processing, 13, pp. 1191 - 1198, http://dx.doi.org/10.1007/s11760-019-01463-y
    Journal articles | 2019
    Rehman ZU; Naqvi SS; Khan TM; Arsalan M; Khan MA; Khalil MA, 2019, 'Multi-parametric optic disc segmentation using superpixel based feature classification', Expert Systems with Applications, 120, pp. 461 - 473, http://dx.doi.org/10.1016/j.eswa.2018.12.008
    Journal articles | 2019
    Rehman ZU; Naqvi SS; Khan TM; Khan MA; Bashir T, 2019, 'Fully automated multi-parametric brain tumour segmentation using superpixel based classification', Expert Systems with Applications, 118, pp. 598 - 613, http://dx.doi.org/10.1016/j.eswa.2018.10.040
    Journal articles | 2018
    Khan MAU; Khan TM; Bailey DG; Kittaneh O, 2018, 'Deriving scale normalisation factors for a GLoG detector', IET Image Processing, 12, pp. 1673 - 1682, http://dx.doi.org/10.1049/iet-ipr.2017.0493
    Journal articles | 2018
    Khan MAU; Khan TM; Bailey DG, 2018, 'Coupling orientation diffusion with coherence-enhancing diffusion: a fingerprint case', Signal, Image and Video Processing, 12, pp. 513 - 521, http://dx.doi.org/10.1007/s11760-017-1187-3
    Journal articles | 2018
    Soomro TA; Mahmood Khan T; Khan MAU; Gao J; Paul M; Zheng L, 2018, 'Impact of ICA-Based Image Enhancement Technique on Retinal Blood Vessels Segmentation', IEEE Access, 6, pp. 3524 - 3538, http://dx.doi.org/10.1109/ACCESS.2018.2794463
    Journal articles | 2017
    Khan MAU; Khan TM, 2017, 'Calibrating second-moment matrix for better shape adaptation with bias term from directional filter bank', Signal, Image and Video Processing, 11, pp. 1453 - 1460, http://dx.doi.org/10.1007/s11760-017-1107-6
    Journal articles | 2017
    Khan TM; Bailey DG; Khan MAU; Kong Y, 2017, 'Efficient Hardware Implementation for Fingerprint Image Enhancement Using Anisotropic Gaussian Filter', IEEE Transactions on Image Processing, 26, pp. 2116 - 2126, http://dx.doi.org/10.1109/TIP.2017.2671781
    Journal articles | 2017
    Nahid AA; Khan TM; Kong Y, 2017, 'Hardware Implementation of Bone Fracture Detector Using Fuzzy Method Along with Local Normalization Technique', Annals of Data Science, 4, pp. 533 - 546, http://dx.doi.org/10.1007/s40745-017-0118-z
    Journal articles | 2017
    Soomro TA; Gao J; Khan T; Hani AFM; Khan MAU; Paul M, 2017, 'Computerised approaches for the detection of diabetic retinopathy using retinal fundus images: a survey', Pattern Analysis and Applications, 20, pp. 927 - 961, http://dx.doi.org/10.1007/s10044-017-0630-y
    Journal articles | 2017
    Soomro TA; Khan MAU; Gao J; Khan TM; Paul M, 2017, 'Contrast normalization steps for increased sensitivity of a retinal image segmentation method', Signal, Image and Video Processing, 11, pp. 1509 - 1517, http://dx.doi.org/10.1007/s11760-017-1114-7
    Journal articles | 2016
    Khan MAU; Khan TM; Bailey DG; Kong Y, 2016, 'A spatial domain scar removal strategy for fingerprint image enhancement', Pattern Recognition, 60, pp. 258 - 274, http://dx.doi.org/10.1016/j.patcog.2016.05.015
    Journal articles | 2016
    Khan MAU; Khan TM; Kittaneh O; Kong Y, 2016, 'Stopping criterion for anisotropic image diffusion', Optik, 127, pp. 156 - 160, http://dx.doi.org/10.1016/j.ijleo.2015.08.077
    Journal articles | 2016
    Khan TM; Mohammad MA; Kong Y; Kittaneh O, 2016, 'Stopping criterion for linear anisotropic image diffusion: a fingerprint image enhancement case', Eurasip Journal on Image and Video Processing, 2016, pp. 1 - 20, http://dx.doi.org/10.1186/s13640-016-0105-x
    Journal articles | 2015
    Khan MAU; Mousa WA; Khan TM, 2015, 'Entropy-constrained reflected residual vector quantization: A realization of large block vector quantization', Optik, 126, pp. 888 - 897, http://dx.doi.org/10.1016/j.ijleo.2015.02.015
    Journal articles | 2015
    Khan TM; Bailey DG; Khan MAU; Kong Y, 2015, 'Real-time edge detection and range finding using FPGAs', Optik, 126, pp. 1545 - 1550, http://dx.doi.org/10.1016/j.ijleo.2015.01.024
    Journal articles | 2014
    Khan TM; Khan MAU; Kong Y, 2014, 'Fingerprint image enhancement using multi-scale DDFB based diffusion filters and modified Hong filters', Optik, 125, pp. 4206 - 4214, http://dx.doi.org/10.1016/j.ijleo.2014.04.048
    Journal articles | 2014
    Naheed T; Usman I; Khan TM; Dar AH; Shafique MF, 2014, 'Intelligent reversible watermarking technique in medical images using GA and PSO', Optik, 125, pp. 2515 - 2525, http://dx.doi.org/10.1016/j.ijleo.2013.10.124
    Journal articles | 2013
    Khan MAU; Khan TM, 2013, 'Fingerprint image enhancement using data driven DirectionalFilter Bank', Optik, 124, pp. 6063 - 6068, http://dx.doi.org/10.1016/j.ijleo.2013.04.071
    Journal articles | 2012
    Ibrahim MT; Khan TM; Khan SA; Khan MA; Guan L, 2012, 'Iris localization using local histogram and other image statistics', Optics and Lasers in Engineering, 50, pp. 645 - 654, http://dx.doi.org/10.1016/j.optlaseng.2011.11.008
    Journal articles | 2012
    Khan MAU; Khan TM; Khan RB; Kiyani A; Khan MA, 2012, 'Noise characterization in web cameras using independent component analysis', International Journal of Computers, Communications and Control, 7, pp. 302 - 311, http://dx.doi.org/10.15837/ijccc.2012.2.1411
    Journal articles | 2011
    Khan TM; Aurangzeb Khan M; Malik SA; Khan SA; Bashir T; Dar AH, 2011, 'Automatic localization of pupil using eccentricity and iris using gradient based method', Optics and Lasers in Engineering, 49, pp. 177 - 187, http://dx.doi.org/10.1016/j.optlaseng.2010.08.020
  • Conference Papers | 2023
    Brahmavar SB; Rajesh R; Dash T; Vig L; Verlekar TT; Hasan MM; Khan T; Meijering E; Srinivasan A, 2023, 'IKD+: Reliable Low Complexity Deep Models for Retinopathy Classification', in Proceedings - International Conference on Image Processing, ICIP, pp. 2400 - 2404, http://dx.doi.org/10.1109/ICIP49359.2023.10221899
    Conference Papers | 2023
    Iqbal MZ; Razzak I; Qayyum A; Khan T; Sowmya A, 2023, 'Hybrid Unsupervised Deformable Image Registration for 4D CT Lung Image Intra-modalities', in 2023 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2023, pp. 441 - 447, http://dx.doi.org/10.1109/DICTA60407.2023.00067
    Conference Papers | 2023
    Khan TM; Arsalan M; Iqbal S; Razzak I; Meijering E, 2023, 'Feature Enhancer Segmentation Network (FES-Net)for Vessel Segmentation', in 2023 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2023, pp. 160 - 167, http://dx.doi.org/10.1109/DICTA60407.2023.00030
    Conference Papers | 2022
    Khan TM; Arsalan M; Robles-Kelly A; Meijering E, 2022, 'MKIS-Net: A Light-Weight Multi-Kernel Network for Medical Image Segmentation', in 2022 International Conference on Digital Image Computing: Techniques and Applications (DICTA), IEEE, presented at 2022 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 30 November 2022 - 02 December 2022, http://dx.doi.org/10.1109/dicta56598.2022.10034573
    Conference Papers | 2022
    Khan TM; Robles-Kelly A; Naqvi SS, 2022, 'T-Net: A Resource-Constrained Tiny Convolutional Neural Network for Medical Image Segmentation', in Proceedings - 2022 IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2022, pp. 1799 - 1808, http://dx.doi.org/10.1109/WACV51458.2022.00186
    Conference Papers | 2021
    Aslam M; Khan TM; Naqvi SS; Holmes G, 2021, 'Putting Current State of the art Object Detectors to the Test: Towards Industry Applicable Leather Surface Defect Detection', in DICTA 2021 - 2021 International Conference on Digital Image Computing: Techniques and Applications, http://dx.doi.org/10.1109/DICTA52665.2021.9647409
    Conference Papers | 2021
    Khan TM; Robles-Kelly A; Naqvi SS; Arsalan M, 2021, 'Residual Multiscale Full Convolutional Network (RM-FCN) for High Resolution Semantic Segmentation of Retinal Vasculature', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 324 - 333, http://dx.doi.org/10.1007/978-3-030-73973-7_31
    Conference Papers | 2021
    Khan TM; Robles-Kelly A; Naqvi SS, 2021, 'RC-Net: A Convolutional Neural Network for Retinal Vessel Segmentation', in DICTA 2021 - 2021 International Conference on Digital Image Computing: Techniques and Applications, http://dx.doi.org/10.1109/DICTA52665.2021.9647320
    Conference Papers | 2020
    Khan TM; Abdullah F; Naqvi SS; Arsalan M; Khan MA, 2020, 'Shallow Vessel Segmentation Network for Automatic Retinal Vessel Segmentation', in Proceedings of the International Joint Conference on Neural Networks, http://dx.doi.org/10.1109/IJCNN48605.2020.9207668
    Conference Papers | 2020
    Khan TM; Naqvi SS; Arsalan M; Khan MA; Khan HA; Haider A, 2020, 'Exploiting Residual Edge Information in Deep Fully Convolutional Neural Networks for Retinal Vessel Segmentation', in Proceedings of the International Joint Conference on Neural Networks, http://dx.doi.org/10.1109/IJCNN48605.2020.9207411
    Conference Papers | 2020
    Khan TM; Robles-Kelly A; Naqvi SS, 2020, 'A Semantically Flexible Feature Fusion Network for Retinal Vessel Segmentation', in Communications in Computer and Information Science, pp. 159 - 167, http://dx.doi.org/10.1007/978-3-030-63820-7_18
    Conference Papers | 2020
    Khan TM; Robles-Kelly A, 2020, 'A Derivative-Free Method for Quantum Perceptron Training in Multi-layered Neural Networks', in Communications in Computer and Information Science, pp. 241 - 250, http://dx.doi.org/10.1007/978-3-030-63823-8_29
    Conference Papers | 2020
    Razzak I; Khan TM, 2020, 'One-Class Support Tensor Machines with Bounded Hinge Loss Function for Anomaly Detection', in Proceedings of the International Joint Conference on Neural Networks, http://dx.doi.org/10.1109/IJCNN48605.2020.9207429
    Conference Papers | 2020
    Razzak I; Shoukat G; Naz S; Khan TM, 2020, 'Skin Lesion Analysis Toward Accurate Detection of Melanoma using Multistage Fully Connected Residual Network', in Proceedings of the International Joint Conference on Neural Networks, http://dx.doi.org/10.1109/IJCNN48605.2020.9206881
    Conference Papers | 2019
    Abbas RM; Khan TM; Khan MAU; Khan HA, 2019, 'Fast and accurate iris segmentation methods using LoG filters', in Proceedings - 2019 International Conference on Computing, Electronics and Communications Engineering, iCCECE 2019, pp. 124 - 129, http://dx.doi.org/10.1109/iCCECE46942.2019.8941830
    Conference Papers | 2019
    Alhalabi W; Khan MAU; Khan TM, 2019, 'Orientation Field Estimation for Noisy Fingerprint Image Enhancement', in Procedia Computer Science, pp. 352 - 369, http://dx.doi.org/10.1016/j.procs.2019.12.118
    Conference Papers | 2019
    Khan MAU; Khan TM; Aziz KI; Ahmad SS; Mir N; Elbakush E, 2019, 'The Use of Fourier Phase Symmetry for Thin Vessel Detection in Retinal Fundus Images', in 2019 IEEE 19th International Symposium on Signal Processing and Information Technology, ISSPIT 2019, http://dx.doi.org/10.1109/ISSPIT47144.2019.9001804
    Conference Papers | 2019
    Mehmood M; Khan TM; Khan MAU; Naqvi SS; Alhalabi W, 2019, 'Vessel Intensity Profile Uniformity Improvement for Retinal Vessel Segmentation', in Procedia Computer Science, pp. 370 - 380, http://dx.doi.org/10.1016/j.procs.2019.12.119
    Conference Papers | 2017
    Abdullah-Al-Nahid ; Khan TM; Kong Y, 2017, 'Breast Image Classification Based on Concatenated Statistical, Structural and Textural Features', in Proceedings - UKSim-AMSS 2016: 10th European Modelling Symposium on Computer Modelling and Simulation, pp. 27 - 32, http://dx.doi.org/10.1109/EMS.2016.015
    Conference Papers | 2017
    Abdullah-Al-Nahid ; Khan TM; Kong Y, 2017, 'Performance Analysis of Integrated Canny and Fuzzy-Logic Based (2-by-2 Cell Block) Edge-Detection Algorithms', in Proceedings - UKSim-AMSS 2016: 10th European Modelling Symposium on Computer Modelling and Simulation, pp. 64 - 69, http://dx.doi.org/10.1109/EMS.2016.021
    Conference Papers | 2016
    Abdullah-Al-Nahid ; Khan TM; Kong Y, 2016, 'Breast Image Classification Based on Concatenated Statistical, Structural and Textural Features', in Aldabass D; Colla V; Vannuci M; Pantelous A (eds.), UKSIM-AMSS 10TH EUROPEAN MODELLING SYMPOSIUM ON COMPUTER MODELLING AND SIMULATION (EMS), IEEE, ITALY, Pisa, pp. 27 - 32, presented at 10th UKSim-AMSS European Modelling Symposium on Computer Modelling and Simulation (EMS), ITALY, Pisa, 28 November 2016 - 30 November 2016, http://dx.doi.org/10.1109/EMS.2016.14
    Conference Papers | 2016
    Khan MAU; Soomro TA; Khan TM; Bailey DG; Gao J; Mir N, 2016, 'Automatic retinal vessel extraction algorithm based on contrast-sensitive schemes', in International Conference Image and Vision Computing New Zealand, http://dx.doi.org/10.1109/IVCNZ.2016.7804441
    Conference Papers | 2016
    Soomro TA; Gao J; Khan MAU; Khan TM; Paul M, 2016, 'Role of Image Contrast Enhancement Technique for Ophthalmologist as Diagnostic Tool for Diabetic Retinopathy', in 2016 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2016, http://dx.doi.org/10.1109/DICTA.2016.7797078
    Conference Papers | 2016
    Soomro TA; Khan MAU; Gao J; Khan TM; Paul M; Mir N, 2016, 'Automatic Retinal Vessel Extraction Algorithm', in 2016 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2016, http://dx.doi.org/10.1109/DICTA.2016.7797013
    Conference Papers | 2015
    Khan TM; Kong Y; Khan MAU, 2015, 'Hardware implementation of fast pupil segmentation using region properties', in Proceedings of SPIE - The International Society for Optical Engineering, http://dx.doi.org/10.1117/12.2182881
    Conference Papers | 2011
    Khan MAU; Khan TM; Khan SA, 2011, 'Coherence enhancement diffusion using multi-scale DFB', in 2011 7th International Conference on Emerging Technologies, ICET 2011, http://dx.doi.org/10.1109/ICET.2011.6048456
    Conference Papers | 2010
    Ibrahim MT; Khan TM; Khan MA; Guan L, 2010, 'Automatic segmentation of pupil using local histogram and standard deviation', in Proceedings of SPIE - The International Society for Optical Engineering, http://dx.doi.org/10.1117/12.863264
    Conference Papers | 2010
    Khan MA; Khan A; Mahmood T; Abbas M; Alimgeer KS, 2010, 'Multi-stage iterative FLD method for face recognition', in 2010 International Conference on Information and Emerging Technologies, ICIET 2010, http://dx.doi.org/10.1109/ICIET.2010.5625683
    Conference Papers | 2010
    Khan MA; Khan A; Mahmood T; Abbas M; Muhammad N, 2010, 'Fingerprint image enhancement using Principal Component Analysis (PCA) filters', in 2010 International Conference on Information and Emerging Technologies, ICIET 2010, http://dx.doi.org/10.1109/ICIET.2010.5625686

 

 

 

 

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