Select Publications
Books
2015, Signal and Image Analysis for Biomedical and Life Sciences, Springer
,Book Chapters
2023, 'Detection of Basal Cell Carcinoma in Whole Slide Images', in , pp. 263 - 272, http://dx.doi.org/10.1007/978-3-031-43987-2_26
,2018, 'Fish counting and measurement: A modular framework and implementation', in Computer Vision: Concepts, Methodologies, Tools, and Applications, pp. 1500 - 1516, http://dx.doi.org/10.4018/978-1-5225-5204-8.ch062
,2015, 'Fish counting and measurement: A modular framework and implementation', in Computer Vision and Pattern Recognition in Environmental Informatics, pp. 41 - 57, http://dx.doi.org/10.4018/978-1-4666-9435-4.ch003
,2014, 'Cloud Based Toolbox for Image Analysis, Processing and Reconstruction Tasks', in Sun C; Bednarz T; Pham T; Vallotton P; Wang D (ed.), Signal and Image Analysis for Biomedical and Life Sciences, Springer, Cham, pp. 191 - 205, http://dx.doi.org/10.1007/978-3-319-10984-8_11
,2011, 'High-Throughput Detection of Linear Features: Selected Applications in Biological Imaging', in Dougherty G (ed.), MEDICAL IMAGE PROCESSING: TECHNIQUES AND APPLICATIONS, SPRINGER, pp. 167 - 191, http://dx.doi.org/10.1007/978-1-4419-9779-1_8
,Edited Books
Sun C; Bednarz T; Pham TD; Vallotton P; Wang D, (eds.), 2015, Signal and Image Analysis for Biomedical and Life Sciences, Springer, http://link.springer.com/book/10.1007/978-3-319-10984-8
Journal articles
2023, 'A Multi-Scale Context Aware Attention Model for Medical Image Segmentation', IEEE Journal of Biomedical and Health Informatics, 27, pp. 3731 - 3739, http://dx.doi.org/10.1109/JBHI.2022.3227540
,2023, 'Monitoring of Pigmented Skin Lesions Using 3D Whole Body Imaging', Computer Methods and Programs in Biomedicine, 232, http://dx.doi.org/10.1016/j.cmpb.2023.107451
,2023, 'Lightweight convolutional neural network for counting densely piled steel bars', Automation in Construction, 146, http://dx.doi.org/10.1016/j.autcon.2022.104692
,2023, 'Visual Superordinate Abstraction for Robust Concept Learning', Machine Intelligence Research, 20, pp. 79 - 91, http://dx.doi.org/10.1007/s11633-022-1360-1
,2023, 'Early Yield Estimation in Viticulture Based on Grapevine Inflorescence Detection and Counting in Videos', IEEE Access, 11, pp. 37790 - 37808, http://dx.doi.org/10.1109/ACCESS.2023.3263238
,2022, 'Space-Confined seeding and growth of ordered arrays of TiO2 hierarchical nanostructures', JOURNAL OF COLLOID AND INTERFACE SCIENCE, 630, pp. 436 - 443, http://dx.doi.org/10.1016/j.jcis.2022.10.125
,2022, 'Computer-aided extraction of select MRI markers of cerebral small vessel disease: A systematic review', NeuroImage, 261, pp. 119528, http://dx.doi.org/10.1016/j.neuroimage.2022.119528
,2022, 'Deep Ensemble Learning for the Automatic Detection of Pneumoconiosis in Coal Worker’s Chest X-ray Radiography', Journal of Clinical Medicine, 11, http://dx.doi.org/10.3390/jcm11185342
,2022, 'Detection and Visualisation of Pneumoconiosis Using an Ensemble of Multi-Dimensional Deep Features Learned from Chest X-rays', International Journal of Environmental Research and Public Health, 19, http://dx.doi.org/10.3390/ijerph191811193
,2022, 'Computer-Aided Diagnosis of Coal Workers’ Pneumoconiosis in Chest X-ray Radiographs Using Machine Learning: A Systematic Literature Review', International Journal of Environmental Research and Public Health, 19, http://dx.doi.org/10.3390/ijerph19116439
,2022, 'Category attention transfer for efficient fine-grained visual categorization', Pattern Recognition Letters, 153, pp. 10 - 15, http://dx.doi.org/10.1016/j.patrec.2021.11.015
,2022, 'Early lessons in deploying cameras and artificial intelligence technology for fisheries catch monitoring: where machine learning meets commercial fishing', Canadian Journal of Fisheries and Aquatic Sciences, 79, pp. 257 - 266, http://dx.doi.org/10.1139/cjfas-2020-0446
,2022, 'Weakly Supervised RGB-D Salient Object Detection with Prediction Consistency Training and Active Scribble Boosting', IEEE Transactions on Image Processing, 31, pp. 2148 - 2161, http://dx.doi.org/10.1109/TIP.2022.3151999
,2021, 'Robust location-secured high-definition image watermarking based on key-point detection and deep learning', Optik, 248, http://dx.doi.org/10.1016/j.ijleo.2021.168194
,2021, 'Deep learning for object detection, classification and tracking in industry applications', Sensors, 21, http://dx.doi.org/10.3390/s21217349
,2021, 'PDANet: Pyramid density-aware attention based network for accurate crowd counting', Neurocomputing, 451, pp. 215 - 230, http://dx.doi.org/10.1016/j.neucom.2021.04.037
,2021, 'Automatic detection of fish and tracking of movement for ecology', Ecology and Evolution, 11, pp. 8254 - 8263, http://dx.doi.org/10.1002/ece3.7656
,2021, 'Local-CycleGAN: a general end-to-end network for visual enhancement in complex deep-water environment', Applied Intelligence, 51, pp. 1947 - 1958, http://dx.doi.org/10.1007/s10489-020-01931-w
,2021, 'Quantitative analysis of abnormalities in gynecologic cytopathology with deep learning', Laboratory Investigation, 101, pp. 513 - 524, http://dx.doi.org/10.1038/s41374-021-00537-1
,2021, 'Automated detection of pneumoconiosis with multilevel deep features learned from chest X-Ray radiographs', Computers in Biology and Medicine, 129, pp. 104125, http://dx.doi.org/10.1016/j.compbiomed.2020.104125
,2021, 'Deep learning methods applied to electronic monitoring data: Automated catch event detection for longline fishing', ICES Journal of Marine Science, 78, pp. 25 - 35, http://dx.doi.org/10.1093/icesjms/fsaa158
,2021, 'MDRSteg: Large-capacity image steganography based on multi-scale dilated ResNet and combined chi-square distance loss', Journal of Electronic Imaging, 30, pp. 013018 - 013018, http://dx.doi.org/10.1117/1.JEI.30.1.013018
,2020, 'Guidelines for establishing a 3-D printing biofabrication laboratory', Biotechnology Advances, 45, pp. 107652, http://dx.doi.org/10.1016/j.biotechadv.2020.107652
,2020, 'Machine intelligence for nerve conduit design and production', Journal of Biological Engineering, 14, pp. 25, http://dx.doi.org/10.1186/s13036-020-00245-2
,2020, 'Structural correlation filters combined with a Gaussian particle filter for hierarchical visual tracking', Neurocomputing, 398, pp. 235 - 246, http://dx.doi.org/10.1016/j.neucom.2020.02.095
,2019, 'Object tracking in the presence of shaking motions', Neural Computing and Applications, 31, pp. 5917 - 5934, http://dx.doi.org/10.1007/s00521-018-3387-3
,2019, 'Design of multi-scale receptive field convolutional neural network for surface inspection of hot rolled steels', Image and Vision Computing, 89, pp. 12 - 20, http://dx.doi.org/10.1016/j.imavis.2019.06.008
,2018, 'Online surface defect identification of cold rolled strips based on local binary pattern and extreme learning machine', Metals, 8, http://dx.doi.org/10.3390/met8030197
,2018, 'Rail Profile Measurement Based on Line-structured Light Vision', IEEE Access, 6, pp. 16423 - 16431, http://dx.doi.org/10.1109/ACCESS.2018.2813319
,2018, 'Retinex based low-light image enhancement using guided filtering and variational framework', Optoelectronics Letters, 14, pp. 156 - 160, http://dx.doi.org/10.1007/s11801-018-7208-9
,2018, 'CCND1 rs9344 polymorphism is associated with the risk of hepatocellular carcinoma in Caucasian population', Journal of Cancer Research and Therapeutics, 14, pp. S516 - S518, http://dx.doi.org/10.4103/0973-1482.203598
,2017, 'Hybrid deep learning for automated lepidopteran insect image classification', Oriental Insects, 51, pp. 79 - 91, http://dx.doi.org/10.1080/00305316.2016.1252805
,2017, 'Nondiffusive thermal transport and prediction of the breakdown of Fourier's law in nanograting experiments', AIP Advances, 7, http://dx.doi.org/10.1063/1.4973331
,2016, 'Identfication of key miRNAs in pancreatitis using bioinformatics analysis of microarray data', Molecular Medicine Reports, 14, pp. 5451 - 5460, http://dx.doi.org/10.3892/mmr.2016.5928
,2016, 'Single image depth estimation based on convolutional neural network and sparse connected conditional random field', Optical Engineering, 55, http://dx.doi.org/10.1117/1.OE.55.10.103101
,2016, 'Neuroprotective effects of apigenin against inflammation, neuronal excitability and apoptosis in an induced pluripotent stem cell model of Alzheimer's disease', Scientific Reports, 6, pp. 31450, http://dx.doi.org/10.1038/srep31450
,2016, 'Quantitative analysis of 3D vasculature for evaluation of angiogenesis in liver fibrosis with SR-μCT', Nuclear Science and Techniques, 27, http://dx.doi.org/10.1007/s41365-016-0121-7
,2016, 'Automatic lung field segmentation in x-ray radiographs using statistical shape and appearance models', Journal of Medical Imaging and Health Informatics, 6, pp. 338 - 348, http://dx.doi.org/10.1166/jmihi.2016.1714
,2016, 'An enhanced Gray model for nondiffusive heat conduction solved by implicit lattice Boltzmann method', International Journal of Heat and Mass Transfer, 94, pp. 411 - 418, http://dx.doi.org/10.1016/j.ijheatmasstransfer.2015.11.003
,2016, 'Automated Opal Grading by Imaging and Statistical Learning', IEEE Transactions on Systems, Man, and Cybernetics: Systems, 46, pp. 185 - 201, http://dx.doi.org/10.1109/TSMC.2015.2427776
,2016, 'A robust method for high-precision quantification of the complex three-dimensional vasculatures acquired by X-ray microtomography', Journal of Synchrotron Radiation, 23, pp. 1216 - 1226, http://dx.doi.org/10.1107/S1600577516011498
,2016, 'Erratum: Microarray based analysis of gene expression patterns in pancreatic neuroendocrine tumors (European Review for Medical and Pharmacological Sciences (2015) 19:18 (3367-3374))', European Review for Medical and Pharmacological Sciences, 20, pp. 788
,2016, 'HEDD: The human epigenetic drug database', Database, 2016, http://dx.doi.org/10.1093/database/baw159
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