Dr Dadong Wang
Conjoint Professor

Dr Dadong Wang

Engineering
Computer Science and Engineering

Dr Dadong Wang is a Conjoint Professor at the University of New South Wales (UNSW), a Principal Research Scientist & the leader of the CSIRO Quantitative Imaging Research Team, part of the CSIRO Data61. The research team has extensive experience and a track record in developing intelligent end-to-end imaging and image analysis solutions and via collaboration with innovation partners bring them to the market.

Dadong is also an adjunct Professor at the University of Technology, Sydney (UTS). Prior to joining the Commonwealth Scientific and Industrial Research Organisation (CSIRO) in 2005, he had worked for two multinational companies for six years, developing large intelligent systems for monitoring and control. His main research interests include image analysis, computer vision, artificial intelligence, signal processing and software engineering. He has been developing automated image analysis solutions for scientific and industrial applications, with the aim of increasing both quality and quantity of information extracted from multi-dimensional image data.

Dadong has published over 150 research papers, book chapters and reports. His research team has been the recipient of Research Achievement Awards by CSIRO, the Engineering Excellence Award by Engineers Australia, R&D category of NSW, Queensland and ACT iAwards. He is a senior member of the IEEE.

Looking for PhD Students - my team is looking for outstanding candidates to carry out research in Image Analysis, Video Analytics, Computer Vision, Deep Learning, Augmented Reality & Virtual Reality. Please send me your CV and your research idea/short proposal if interested.

Phone
+61 2 9325 3223
Location
Sydney, Australia
  • Books | 2015
    2015, Signal and Image Analysis for Biomedical and Life Sciences, Springer
  • Book Chapters | 2018
    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
    Book Chapters | 2015
    Westling FA; Sun C; Wang D; Alam FI, 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
    Book Chapters | 2014
    Bednarz TP; Wang D; Arzhaeva Y; Lagerstrom R; Vallotton P; Burdett N; Khassapov A; Szul P; Chen S; Sun C; Domanski L; Thompson D; Gureyev T; Taylor JA, 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
    Book Chapters | 2011
    Domanski L; Sun C; Lagerstrom R; Wang D; Bischof L; Payne M; Vallotton P, 2011, 'High-Throughput Detection of Linear Features: Selected Applications in Biological Imaging', in Dougherty G (ed.), MEDICAL IMAGE PROCESSING: TECHNIQUES AND APPLICATIONS, edn. Biological and Medical Physics Biomedical Engineering, SPRINGER, pp. 167 - 191, http://dx.doi.org/10.1007/978-1-4419-9779-1_8
  • Edited Books | 2015
    Sun C; Bednarz T; Pham TD; Vallotton P; Wang D, (eds.), 2015, Signal and Image Analysis for Biomedical and Life Sciences, Springer, http://dx.doi.org/10.1007/978-3-319-10984_8
  • Journal articles | 2023
    Ahmedt-Aristizabal D; Nguyen C; Tychsen-Smith L; Stacey A; Li S; Pathikulangara J; Petersson L; Wang D, 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
    Journal articles | 2023
    Khokher MR; Liao Q; Smith AL; Sun C; MacKenzie D; Thomas MR; Wang D; Edwards EJ, 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
    Journal articles | 2023
    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
    Journal articles | 2022
    Devnath L; Luo S; Summons P; Wang D; Shaukat K; Hameed IA; Alrayes FS, 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
    Journal articles | 2022
    Devnath L; Summons P; Luo S; Wang D; Shaukat K; Hameed IA; Aljuaid H, 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
    Journal articles | 2022
    Khokher MR; Little LR; Tuck GN; Smith DV; Qiao M; Devine C; O’neill H; Pogonoski JJ; Arangio R; Wang D, 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
    Journal articles | 2022
    Xu Y; Yu X; Zhang J; Zhu L; Wang D, 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
    Journal articles | 2022
    2022, 'A Multi-scale Context aware Attention Model for Medical Image Segmentation', IEEE Journal of Biomedical and Health Informatics, pp. 1 - 10, http://dx.doi.org/10.1109/JBHI.2022.3227540
    Journal articles | 2022
    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
    Journal articles | 2022
    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
    Journal articles | 2021
    Amirgholipour S; Jia W; Liu L; Fan X; Wang D; He X, 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
    Journal articles | 2021
    Devnath L; Luo S; Summons P; Wang D, 2021, 'Automated detection of pneumoconiosis with multilevel deep features learned from chest X-Ray radiographs', Computers in Biology and Medicine, 129, http://dx.doi.org/10.1016/j.compbiomed.2020.104125
    Journal articles | 2021
    Ke J; Shen Y; Lu Y; Deng J; Wright JD; Zhang Y; Huang Q; Wang D; Jing N; Liang X; Jiang F, 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
    Journal articles | 2021
    Lopez-Marcano S; L. Jinks E; Buelow CA; Brown CJ; Wang D; Kusy B; M. Ditria E; Connolly RM, 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
    Journal articles | 2021
    Mo L; Zhu L; Ma J; Wang D; Wang H, 2021, 'MDRSteg: Large-capacity image steganography based on multi-scale dilated ResNet and combined chi-square distance loss', Journal of Electronic Imaging, 30, http://dx.doi.org/10.1117/1.JEI.30.1.013018
    Journal articles | 2021
    Qiao M; Wang D; Tuck GN; Little LR; Punt AE; Gerner M, 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
    Journal articles | 2021
    Wang D; Wang JG; Xu K, 2021, 'Deep learning for object detection, classification and tracking in industry applications', Sensors, 21, http://dx.doi.org/10.3390/s21217349
    Journal articles | 2021
    Zhu L; Wen X; Mo L; Ma J; Wang D, 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
    Journal articles | 2021
    Zong X; Chen Z; Wang D, 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
    Journal articles | 2020
    Sanicola HW; Stewart CE; Mueller M; Ahmadi F; Wang D; Powell SK; Sarkar K; Cutbush K; Woodruff MA; Brafman DA, 2020, 'Guidelines for establishing a 3-D printing biofabrication laboratory', Biotechnology Advances, 45, http://dx.doi.org/10.1016/j.biotechadv.2020.107652
    Journal articles | 2020
    Stewart CE; Kan CFK; Stewart BR; Sanicola HW; Jung JP; Sulaiman OAR; Wang D, 2020, 'Machine intelligence for nerve conduit design and production', Journal of Biological Engineering, 14, http://dx.doi.org/10.1186/s13036-020-00245-2
    Journal articles | 2020
    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
    Journal articles | 2019
    Dai M; Cheng S; He X; Wang D, 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
    Journal articles | 2019
    He D; Xu K; Wang D, 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
    Journal articles | 2018
    Liu Y; Xu K; Wang D, 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
    Journal articles | 2018
    Zhang S; Tang GJ; Liu XH; Luo SH; Wang DD, 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
    Journal articles | 2018
    Zhou P; Xu K; Wang D, 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
    Journal articles | 2018
    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
    Journal articles | 2017
    Qu Z; Wang D; Ma Y, 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
    Journal articles | 2017
    Zhu LQ; Ma MY; Zhang Z; Zhang PY; Wu W; Wang DD; Zhang DX; Wang X; Wang HY, 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
    Journal articles | 2016
    Balez R; Steiner N; Engel M; Muñoz SS; Lum JS; Wu Y; Wang D; Vallotton P; Sachdev P; O'Connor M; Sidhu K; Münch G; Ooi L, 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, http://dx.doi.org/10.1038/srep31450
    Journal articles | 2016
    Li X; Luo S; Hu Q; Li J; Wang D; Chiong F, 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
    Journal articles | 2016
    Qi Y; Wang D; Wang D; Jin T; Yang L; Wu H; Li Y; Zhao J; Du F; Song M; Wang R, 2016, 'HEDD: The human epigenetic drug database', Database, 2016, http://dx.doi.org/10.1093/database/baw159
    Journal articles | 2016
    Tan H; Fu Y; Wang DD; Zhang X; Xiao TQ, 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
    Journal articles | 2016
    Tan H; Wang D; Li R; Sun C; Lagerstrom R; He Y; Xue Y; Xiao T, 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
    Journal articles | 2016
    Wang D; Bischof L; Lagerstrom R; Hilsenstein V; Hornabrook A; Hornabrook G, 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
    Journal articles | 2016
    Wang D; Tan J; Xu Y; Han M; Tu Y; Zhu Z; Dou C; Xin J; Tan X; Zeng JP; Zhao G; Liu Z, 2016, 'The ubiquitin ligase RNF43 downregulation increases membrane expression of frizzled receptor in pancreatic ductal adenocarcinoma', Tumor Biology, 37, pp. 627 - 631, http://dx.doi.org/10.1007/s13277-015-3499-7
    Journal articles | 2016
    Zhu L; Wang X; Wang D; Wang H, 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
    Journal articles | 2016
    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
    Journal articles | 2016
    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
    Journal articles | 2016
    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
    Journal articles | 2015
    Bednarz T; Wang D; Arzhaeva Y; Lagerstrom R; Vallotton P; Burdett N; Khassapov A; Szul P; Chen S; Sun C; Domanski L; Thompson D; Gureyev T; Taylor JA, 2015, 'Cloud based toolbox for image analysis, processing and reconstruction tasks', Advances in Experimental Medicine and Biology, 823, pp. 191 - 205, http://dx.doi.org/10.1007/978-3-319-10984-8_11
    Journal articles | 2015
    Li R; Wang D; Sun C; Lagerstrom R; Tan H; He Y; Xiao T, 2015, 'Towards automated quantitative vasculature understanding via ultra high-resolution imagery', Advances in Experimental Medicine and Biology, 823, pp. 177 - 189, http://dx.doi.org/10.1007/978-3-319-10984-8_10
    Journal articles | 2015
    Liu H; Liang X; Wang D; Zhang H; Liu L; Chen H; Li Y; Duan Q; Xie K, 2015, 'Combination therapy with nitric oxide and molecular hydrogen in a murine model of acute lung injury', Shock, 43, pp. 504 - 511, http://dx.doi.org/10.1097/SHK.0000000000000316
    Journal articles | 2015
    Tan H; Wang D; Xue Y; Wang Y; Yang Y; Xiao T, 2015, 'Parallelization of 3D thinning algorithm for extracting skeleton of micro-CT vasculature', Guangxue Xuebao/Acta Optica Sinica, 35, http://dx.doi.org/10.3788/AOS201535.1117003
    Journal articles | 2015
    Wang DD; Xu Y; Zhu ZM; Tan XL; Tu YL; Han MM; Tan JW, 2015, 'Should temporary extracorporeal continuous portal diversion replace meso/porta-caval shunts in "small-for-size" syndrome in porcine hepatectomy?', World Journal of Gastroenterology, 21, pp. 888 - 896, http://dx.doi.org/10.3748/wjg.v21.i3.888
    Journal articles | 2015
    Zhu L; Zhou Y; Zhang D; Wang D; Wang H; Wang X, 2015, 'Parallel multi-level 2D-DWT on CUDA GPUs and its application in ring artifact removal', Concurrency and Computation: Practice and Experience, 27, pp. 5188 - 5202, http://dx.doi.org/10.1002/cpe.3559
    Journal articles | 2015
    2015, 'Identification of micro RNAs and target genes involvement in hepatocellular carcinoma with microarray data', Hepato-Gastroenterology, 62, pp. 378 - 382, http://dx.doi.org/10.5754/hge131016
    Journal articles | 2015
    2015, 'Microarray based analysis of gene expression patterns in pancreatic neuroendocrine tumors', European Review for Medical and Pharmacological Sciences, 19, pp. 3367 - 3374
    Journal articles | 2014
    Guo XD; Xiong L; Yu L; Li R; Wang ZH; Ren B; Dong JH; Li B; Wang D, 2014, 'Increased level of nucleolin confers to aggressive tumor progression and poor prognosis in patients with hepatocellular carcinoma after hepatectomy', Diagnostic Pathology, 9, http://dx.doi.org/10.1186/s13000-014-0175-y
    Journal articles | 2014
    Payne M; Wang D; Sinclair CM; Kapsa RM I; Quigley AF; Wallace GG; Razal JM; Baughman RH; Münch G; Vallotton P, 2014, 'Automated quantification of neurite outgrowth orientation distributions on patterned surfaces', Journal of Neural Engineering, 11, http://dx.doi.org/10.1088/1741-2560/11/4/046006
    Journal articles | 2014
    Zhu L; Wang D; Bednarz T, 2014, 'Suppression of ring artifacts in synchrotron radiation images using heterogeneous computing based on improved wavelet', Journal of Computational Information Systems, 10, pp. 523 - 530, http://dx.doi.org/10.12733/jcis8839
    Journal articles | 2014
    Zhu L; Wang D; Wang H, 2014, 'An improved method for the removal of ring artifacts in synchrotron radiation images by using GPGPU computing with compute unified device architecture', Concurrency and Computation: Practice and Experience, 26, pp. 2880 - 2892, http://dx.doi.org/10.1002/cpe.3183
    Journal articles | 2014
    2014, 'Comparison analysis in synchronous and metachronous metastatic colorectal cancer based on microarray expression profile', Hepato-Gastroenterology, 61, pp. 2215 - 2218, http://dx.doi.org/10.5754/hge14293
    Journal articles | 2013
    Domanski L; Bednarz T; Gureyev T; Murray L; Huang BE; Nesterets Y; Thompson D; Jones E; Cavanagh C; Wang D; Vallotton P; Sun C; Khassapov A; Stevenson A; Mayo S; Morell M; George AW; Taylor JA, 2013, 'Applications of heterogeneous computing in computational and simulation science', International Journal of Computational Science and Engineering, 8, pp. 240 - 252, http://dx.doi.org/10.1504/IJCSE.2013.055356
    Journal articles | 2013
    Tu Y; Jiao H; Tan X; Wang D; Du J; Sun L; Zhang W, 2013, 'Retroperitoneal laparoscopic debridement and drainage of infected retroperitoneal necrosis in severe acute pancreatitis', Asian Journal of Surgery, 36, pp. 159 - 164, http://dx.doi.org/10.1016/j.asjsur.2013.04.003
    Journal articles | 2013
    2013, 'Impact of mesocaval shunt on safe minimal liver remnant: Porcine model', World Journal of Gastroenterology, 19, pp. 5076 - 5084, http://dx.doi.org/10.3748/wjg.v19.i31.5076
    Journal articles | 2010
    Wang D; Lagerstrom R; Sun C; Bishof L; Valotton P; Götte M, 2010, 'HCA-Vision: Automated neurite outgrowth analysis', Journal of Biomolecular Screening, 15, pp. 1165 - 1170, http://dx.doi.org/10.1177/1087057110382894
    Journal articles | 2009
    Li M; Xu J; Yang J; Yang D; Wang D, 2009, 'Multiple manifolds analysis and its application to fault diagnosis', Mechanical Systems and Signal Processing, 23, pp. 2500 - 2509, http://dx.doi.org/10.1016/j.ymssp.2009.05.001
    Journal articles | 2009
    2009, 'Membrane boundary extraction using circular multiple paths', Pattern Recognition, 42, pp. 523 - 530, http://dx.doi.org/10.1016/j.patcog.2008.09.029
    Journal articles | 2008
    Zhang L; Xu J; Yang J; Yang D; Wang D, 2008, 'Multiscale morphology analysis and its application to fault diagnosis', Mechanical Systems and Signal Processing, 22, pp. 597 - 610, http://dx.doi.org/10.1016/j.ymssp.2007.09.010
    Journal articles | 2007
    Sun C; Vallotton P; Wang D; Lopez J; Ng Y; James D, 2007, 'Membrane boundary extraction using a circular shortest path technique', AIP Conference Proceedings, 952, pp. 41 - 47, http://dx.doi.org/10.1063/1.2816642
    Journal articles | 2007
    Vallotton P; Lagerstrom R; Sun C; Buckley M; Wang D; De Silva M; Tan SS; Gunnersen JM, 2007, 'Automated analysis of neurite branching in cultured cortical neurons using HCA-Vision', Cytometry Part A, 71, pp. 889 - 895, http://dx.doi.org/10.1002/cyto.a.20462
    Journal articles | 2006
    2006, 'Method of inspecting MP-BGP misconfiguration in BGP/MPLS VPN', Jisuanji Gongcheng/Computer Engineering, 32
    Journal articles | 2006
    2006, 'Method to dynamically detect BGP configuration errors', Jisuanji Gongcheng/Computer Engineering, 32
    Journal articles | 2005
    Bischof L; Buckley M; Lagerstrom R; Sun C; Talbot H; Wang D; Vallotton P, 2005, 'Image analysis of neurite branching: High-content screening at high speed', American Biotechnology Laboratory, 23, pp. 22
    Journal articles | 2005
    2005, 'Approach to inferring relationship between different autonomous systems from routing table', Dongbei Daxue Xuebao/Journal of Northeastern University, 26, pp. 43 - 46
    Journal articles | 2005
    2005, 'Classification of relationships between ASes in complex inter-domain routing system', Jisuanji Gongcheng/Computer Engineering, 31, pp. 45 - 47
    Journal articles | 2005
    2005, 'Method of inferring the source of BGP route flap', Jisuanji Gongcheng/Computer Engineering, 31, pp. 40 - 42
    Journal articles | 2005
    2005, 'Model of internet topology based on AS', Jisuanji Gongcheng/Computer Engineering, 31, pp. 23 - 25
    Journal articles | 2004
    2004, 'An approach to evaluate communication cost in grid system', Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 3252, pp. 571 - 578, http://dx.doi.org/10.1007/978-3-540-30207-0_71
    Journal articles | 2004
    2004, 'Approach to restraining growth of BGP routing table by filtration', Dongbei Daxue Xuebao/Journal of Northeastern University, 25, pp. 754 - 757
    Journal articles | 2004
    2004, 'Convergence time of BGP based on dispute digraph', Dongbei Daxue Xuebao/Journal of Northeastern University, 25, pp. 555 - 558
    Journal articles | 2004
    2004, 'Detecting BGP policy conflicts through dispute arc', Dongbei Daxue Xuebao/Journal of Northeastern University, 25, pp. 942 - 945
    Journal articles | 2004
    2004, 'Effects of anticoagulation therapy with low molecular weight heparin in acute pancreatitis.', Zhongguo wei zhong bing ji jiu yi xue = Chinese critical care medicine = Zhongguo weizhongbing jijiuyixue, 16, pp. 712 - 714
    Journal articles | 2003
    2003, 'Expression of a novel human interleukin-13 in E.coli and its biological activity assay', Xi bao yu fen zi mian yi xue za zhi = Chinese journal of cellular and molecular immunology, 19, pp. 316 - 318
  • Conference Papers | 2022
    2022, 'DATA AGNOSTIC FILTER GATING FOR EFFICIENT DEEP NETWORKS', in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, IEEE, pp. 3503 - 3507, presented at ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 23 May 2022 - 27 May 2022, http://dx.doi.org/10.1109/ICASSP43922.2022.9746346
    Conference Papers | 2022
    2022, 'Multi-scale alignment and Spatial ROI Module for COVID-19 Diagnosis', in Proceedings of the International Joint Conference on Neural Networks, IEEE, presented at 2022 International Joint Conference on Neural Networks (IJCNN), 18 July 2022 - 23 July 2022, http://dx.doi.org/10.1109/IJCNN55064.2022.9892038
    Conference Papers | 2021
    Alam MS; Wang D; Sowmya A, 2021, 'Image data augmentation for improving performance of deep learning-based model in pathological lung segmentation', in DICTA 2021 - 2021 International Conference on Digital Image Computing: Techniques and Applications, IEEE, presented at 2021 Digital Image Computing: Techniques and Applications (DICTA), 29 November 2021 - 01 December 2021, http://dx.doi.org/10.1109/DICTA52665.2021.9647209
    Conference Papers | 2021
    Nguyen C; Wang D; Von Richter K; Valencia P; Alvarenga FAP; Bishop-Hurley G, 2021, 'Video-based cattle identification and action recognition', in DICTA 2021 - 2021 International Conference on Digital Image Computing: Techniques and Applications, http://dx.doi.org/10.1109/DICTA52665.2021.9647417
    Conference Papers | 2021
    2021, 'Bidirectional Convolutional-LSTM based Network for lung segmentation of chest X-ray images', in Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI, IEEE, pp. 915 - 919, presented at 2021 IEEE 33rd International Conference on Tools with Artificial Intelligence (ICTAI), 01 November 2021 - 03 November 2021, http://dx.doi.org/10.1109/ICTAI52525.2021.00147
    Conference Papers | 2020
    Wang D; Arzhaeva Y; Devnath L; Qiao M; Amirgholipour S; Liao Q; McBean R; Hillhouse J; Luo S; Meredith D; Newbigin K; Yates D, 2020, 'Automated Pneumoconiosis Detection on Chest X-Rays Using Cascaded Learning with Real and Synthetic Radiographs', in 2020 Digital Image Computing: Techniques and Applications, DICTA 2020, http://dx.doi.org/10.1109/DICTA51227.2020.9363416
    Conference Papers | 2020
    2020, 'Performance comparison of deep learning models for black lung detection on chest X-ray radiographs', in ACM International Conference Proceeding Series, pp. 152 - 154, http://dx.doi.org/10.1145/3378936.3378968
    Conference Papers | 2019
    Liao Q; Xu M; Wang D; Holewa H, 2019, 'Fine-Grained Categorization by Deep Part-Collaboration Convolution Net', in 2018 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2018, http://dx.doi.org/10.1109/DICTA.2018.8615855
    Conference Papers | 2019
    2019, 'An accurate black lung detection using transfer learning based on deep neural networks', in International Conference Image and Vision Computing New Zealand, http://dx.doi.org/10.1109/IVCNZ48456.2019.8960961
    Conference Papers | 2019
    2019, 'Assessment and Elimination of Inflammatory Cell: A Machine Learning Approach in Digital Cytology', in 2019 Digital Image Computing: Techniques and Applications, DICTA 2019, http://dx.doi.org/10.1109/DICTA47822.2019.8946065
    Conference Papers | 2019
    2019, 'Squeezed bilinear pooling for fine-grained visual categorization', in Proceedings - 2019 International Conference on Computer Vision Workshop, ICCVW 2019, pp. 728 - 732, http://dx.doi.org/10.1109/ICCVW.2019.00093
    Conference Papers | 2018
    Amirgholipour S; He X; Jia W; Wang D; Zeibots M, 2018, 'A-CCNN: Adaptive CCNN for Density Estimation and Crowd Counting', in Proceedings - International Conference on Image Processing, ICIP, pp. 948 - 952, http://dx.doi.org/10.1109/ICIP.2018.8451399
    Conference Papers | 2017
    Wang D; Qu Z; Ma Y, 2017, 'Analytical solutions of enhanced Gray Boltzmann transport equation on transient thermal grating and time-domain thermoreflectance experiments', in ASME 2017 Heat Transfer Summer Conference, HT 2017, http://dx.doi.org/10.1115/HT2017-5040
    Conference Papers | 2017
    2017, 'A low dose and in-vivo imaging system based on equally sloped tomography', in Proceedings - International Symposium on Biomedical Imaging, Melbourne, VIC, Australia, pp. 60 - 63, presented at 2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017), Melbourne, VIC, Australia, 18 April 2017 - 21 April 2017, http://dx.doi.org/10.1109/ISBI.2017.7950468
    Conference Papers | 2016
    Luo S; Li X; Wang D; Li J; Sun C, 2016, 'Automatic Fish Recognition and Counting in Video Footage of Fishery Operations', in Proceedings - 2015 International Conference on Computational Intelligence and Communication Networks, CICN 2015, pp. 296 - 299, http://dx.doi.org/10.1109/CICN.2015.66
    Conference Papers | 2016
    Luo S; Li X; Wang D; Sun C; Li J; Tang G, 2016, 'Intelligent tuna recognition for fisheries monitoring', in 2015 12th International Computer Conference on Wavelet Active Media Technology and Information Processing, ICCWAMTIP 2015, pp. 158 - 162, http://dx.doi.org/10.1109/ICCWAMTIP.2015.7493966
    Conference Papers | 2016
    Sun C; Flemons P; Gao Y; Wang D; Fisher N; La Salle J, 2016, 'Automated Image Analysis on Insect Soups', in 2016 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2016, IEEE, Gold Coast, QLD, Australia, presented at 2016 International Conference, Gold Coast, QLD, Australia, 30 November 2016 - 02 December 2016, http://dx.doi.org/10.1109/DICTA.2016.7797010
    Conference Papers | 2016
    2016, 'Automated vein detection for drill core analysis by fusion of hyperspectral and visible image data', in M2VIP 2016 - Proceedings of 23rd International Conference on Mechatronics and Machine Vision in Practice, IEEE, Nanjing, China, presented at 2016 IEEE 23rd International Conference on Mechatronics and Machine Vision in Practice (M2VIP2016), Nanjing, China, 28 November 2016 - 30 November 2016, http://dx.doi.org/10.1109/M2VIP.2016.7827317
    Conference Papers | 2015
    Jenkins DR; Mahoney MR; Roest R; Lomas H; Pearce R; Li R; Mayo S; Wang D, 2015, 'Micro-CT analysis of coke and its relationship to coke quality indicators', in AISTech - Iron and Steel Technology Conference Proceedings, pp. 77 - 86
    Conference Papers | 2015
    Li X; Luo S; Hu Q; Li J; Wang D, 2015, 'Rib suppression in chest radiographs for lung nodule enhancement', in 2015 IEEE International Conference on Information and Automation, ICIA 2015 - In conjunction with 2015 IEEE International Conference on Automation and Logistics, pp. 50 - 55, http://dx.doi.org/10.1109/ICInfA.2015.7279257
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    Westling F; Sun C; Wang D, 2015, 'A modular learning approach for fish counting and measurement using stereo baited remote underwater video', in 2014 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2014, http://dx.doi.org/10.1109/DICTA.2014.7008086
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    2015, 'A new efficient bypass coding scheme based on logarithmic domain', in 2015 Picture Coding Symposium, PCS 2015 - with 2015 Packet Video Workshop, PV 2015 - Proceedings, pp. 109 - 113, http://dx.doi.org/10.1109/PCS.2015.7170057
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    2015, 'Application of two-parameter non-diffusive heat conduction model to nanoscale transient grating experiments', in ASME International Mechanical Engineering Congress and Exposition, Proceedings (IMECE), http://dx.doi.org/10.1115/IMECE2015-52687
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    2015, 'High-throughput and low-complexity binary arithmetic decoder based on logarithmic domain', in Proceedings - International Conference on Image Processing, ICIP, pp. 3305 - 3309, http://dx.doi.org/10.1109/ICIP.2015.7351415
    Conference Papers | 2014
    Chen S; Bednarz T; Szul P; Wang D; Arzhaeva Y; Burdett N; Khassapov A; Zic J; Nepal S; Gurevey T; Taylor J, 2014, 'Galaxy + Hadoop: Toward a collaborative and scalable image processing toolbox in cloud', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 339 - 351, http://dx.doi.org/10.1007/978-3-319-06859-6_30
    Conference Papers | 2014
    Tan X; Sun C; Wang D; Guo Y; Pham TD, 2014, 'Soft cost aggregation with multi-resolution fusion', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 17 - 32, http://dx.doi.org/10.1007/978-3-319-10602-1_2
    Conference Papers | 2014
    2014, 'Numerical analysis of ultrafast acoustic wave generated by picosecond laser pulse in multilayers', in AIAA AVIATION 2014 -11th AIAA/ASME Joint Thermophysics and Heat Transfer Conference
    Conference Papers | 2014
    2014, 'Numerical analysis of ultrafast acoustic wave generated by picosecond laser pulse in multilayers', in AIAA AVIATION 2014 -11th AIAA/ASME Joint Thermophysics and Heat Transfer Conference, http://dx.doi.org/10.2514/6.2014-2829
    Conference Papers | 2013
    Bednarz T; Szul P; Arzhaeva Y; Wang D; Burdett N; Khassapov A; Chen S; Vallotton P; Lagerstrom R; Gureyev T; Taylor J, 2013, 'Biomedical image analysis and processing in clouds', in AIP Conference Proceedings, pp. 77 - 79, http://dx.doi.org/10.1063/1.4824998
    Conference Posters | 2013
    Bednarz TP; Arzhaeva Y; Szul P; Burdett N; Wang D; Chen S; Thompson D; Gureyev T; Taylor JA, 2013, 'Cloud-based Image Analysis and Processing Toolbox', Oslo, Norway, presented at Galaxy Community Conference 2013, Oslo, Norway, 30 June 2013 - 02 July 2013, https://galaxyproject.org/events/gcc2013/abstracts/posters/
    Conference Papers | 2013
    Sun C; Bednarz T; Pham TD; Vallotton P; Wang D, 2013, 'Preface: 2013 International Symposium on Computational Models for Life Sciences', in AIP Conference Proceedings, pp. 1, http://dx.doi.org/10.1063/1.4824987
    Conference Papers | 2013
    Szul P; Wang D; Arzhaeva Y; Chen S; Khassapov A; Burdett N; Gureyev T; Taylor JA; Bednarz TP, 2013, 'Galaxy as an Integration and Workflow Platform for a Cloud Enabled Bio-medical Image Analysis and Image Processing Toolkit', in Galaxy as an Integration and Workflow Platform for a Cloud Enabled Bio-medical Image Analysis and Image Processing Toolkit, Galaxy Community Conference 2013, Oslo, Norway, presented at Galaxy Community Conference 2013, Oslo, Norway, 30 June 2013 - 02 July 2013, https://galaxyproject.org/events/gcc2013/abstracts/talks/
    Conference Papers | 2013
    Wang D; Bednarz T; Arzhaeva Y; Szul P; Chen S; Burdett N; Khassapov A; Gureyev T; Taylor J, 2013, 'Cloud based services for biomedical image analysis', in CLOSER 2013 - Proceedings of the 3rd International Conference on Cloud Computing and Services Science, pp. 350 - 357
    Conference Papers | 2013
    Wang D; Bednarz T; Arzhaeva Y; Taylor J; Szul P; Chen S; Burdett N; Khassapov A; Gureyev T, 2013, 'Cloud computing for high performance image analysis on a national infrastructure', in Proceedings - 13th IEEE/ACM International Symposium on Cluster, Cloud, and Grid Computing, CCGrid 2013, pp. 172 - 173, http://dx.doi.org/10.1109/CCGrid.2013.32
    Conference Papers | 2013
    2013, 'Decomposition of volume scattering, polarized light and chlorophyll fluorescence by in-situ polarization measurement', in International Geoscience and Remote Sensing Symposium (IGARSS), pp. 2188 - 2191, http://dx.doi.org/10.1109/IGARSS.2013.6723249
    Conference Papers | 2013
    2013, 'Lattice boltzmann modeling of ultrafast laser heating on metal film', in ASME International Mechanical Engineering Congress and Exposition, Proceedings (IMECE), http://dx.doi.org/10.1115/IMECE2013-64797
    Conference Posters | 2012
    Bednarz TP; Wang D; Arzhaeva Y; Szul P; Chen S; Khassapov A; Burdett N; Gureyev T; Taylor JA, 2012, 'Cloud-based image analysis and processing toolbox for biomedical applications', Chicago, USA, pp. 8 - 12, presented at 8th IEEE International Conference on eScience, Chicago, USA, 08 October 2012 - 12 October 2012, https://www.ci.uchicago.edu/events/8th-ieee-international-conference-escience-2012
    Conference Papers | 2012
    2012, 'A novel approach for lattice boltzmann modeling of energy transport', in ASME International Mechanical Engineering Congress and Exposition, Proceedings (IMECE), pp. 2961 - 2964, http://dx.doi.org/10.1115/IMECE2012-89661
    Conference Papers | 2011
    Domanski L; Bednarz T; Gureyev TE; Murray L; Huang E; Taylor JA; Nesterets YI; Thompson D; Jones E; Cavanagh C; Wang D; Vallotton P; Sun C; Margvelashvili N; Khassapov A; Stevenson A; Mayo S; Morell M; George AW, 2011, 'Applications of heterogeneous computing in computational and simulation science', in Proceedings - 2011 4th IEEE International Conference on Utility and Cloud Computing, UCC 2011, pp. 382 - 389, http://dx.doi.org/10.1109/UCC.2011.64
    Conference Papers | 2011
    Yu H; Wang D, 2011, 'Comparison study of two energy minimization based image segmentation methods', in Proceedings - 2011 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2011, pp. 633 - 638, http://dx.doi.org/10.1109/DICTA.2011.112
    Conference Papers | 2010
    Domanski L; Sun C; Hassan R; Vallotton P; Wang D, 2010, 'Linear feature detection on GPUs', in Proceedings - 2010 Digital Image Computing: Techniques and Applications, DICTA 2010, pp. 649 - 656, http://dx.doi.org/10.1109/DICTA.2010.112
    Conference Papers | 2010
    Lagerstrom R; Bischof L; Wang D; Hilsenstein V, 2010, 'Objective image based grading of opal gemstones', in Proceedings of the 2010 International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV 2010, pp. 125 - 129
    Conference Papers | 2010
    Wang D; Vallotton P, 2010, 'Improved marker-controlled watershed segmentation with local boundary priors', in International Conference Image and Vision Computing New Zealand, http://dx.doi.org/10.1109/IVCNZ.2010.6148823
    Conference Papers | 2009
    Vallotton P; Sun C; Wang D; Turnbull L; Whitchurch C; Ranganathan P, 2009, 'Segmentation and tracking individual pseudomonas aeruginosa bacteria in dense populations of motile cells', in 2009 24th International Conference Image and Vision Computing New Zealand, IVCNZ 2009 - Conference Proceedings, pp. 221 - 225, http://dx.doi.org/10.1109/IVCNZ.2009.5378409
    Conference Papers | 2009
    2009, 'MOGA-based outbound traffic engineering for stub ASes', in Proceedings - 1st International Symposium on Computer Network and Multimedia Technology, CNMT 2009, http://dx.doi.org/10.1109/CNMT.2009.5374590
    Conference Papers | 2009
    2009, 'Multicore-based high performance image analysis for batch processing in drug discovery', in 18th World IMACS Congress and MODSIM 2009 - International Congress on Modelling and Simulation: Interfacing Modelling and Simulation with Mathematical and Computational Sciences, Proceedings, pp. 1080 - 1086
    Conference Papers | 2009
    2009, 'Multicore-based high performance image analysis for batch processing in drug discovery', in 18th World IMACS Congress and MODSIM09 International Congress on Modelling and Simulation: Interfacing Modelling and Simulation with Mathematical and Computational Sciences, Proceedings, pp. 1080 - 1086
    Conference Papers | 2009
    2009, 'Two and three-dimensional image deconvolution on graphics hardware', in 18th World IMACS Congress and MODSIM 2009 - International Congress on Modelling and Simulation: Interfacing Modelling and Simulation with Mathematical and Computational Sciences, Proceedings, pp. 1010 - 1016
    Conference Papers | 2009
    2009, 'Two and three-dimensional image deconvolution on graphics hardware', in 18th World IMACS Congress and MODSIM09 International Congress on Modelling and Simulation: Interfacing Modelling and Simulation with Mathematical and Computational Sciences, Proceedings, pp. 1010 - 1016
    Conference Papers | 2005
    2005, 'A genetic algorithm in layered overlay multicast network', in 2005 International Conference on Machine Learning and Cybernetics, ICMLC 2005, pp. 3036 - 3041
    Conference Papers | 2005
    2005, 'BGP-based inter-domain traffic engineering in BGP/MPLS VPNs', in 2005 Workshop on High Performance Switching and Routing, HPSR 2005, pp. 477 - 480
    Conference Papers | 2005
    2005, 'Detection of the conflict origin as prefix in the inter-domain routing using rough set classification', in 2005 International Conference on Machine Learning and Cybernetics, ICMLC 2005, pp. 3168 - 3173
    Conference Papers | 2005
    2005, 'Eliminating BGP oscillations caused by policy conflicts', in ISCIT 2005 - International Symposium on Communications and Information Technologies 2005, Proceedings, pp. 194 - 197, http://dx.doi.org/10.1109/ISCIT.2005.1566831
    Conference Papers | 2005
    2005, 'Interdomain traffic control over multiple links based on genetic algorithm', in Lecture Notes in Computer Science, pp. 570 - 579, http://dx.doi.org/10.1007/11534310_61