By Dr Dadong Wang

Conference Papers

Zheng J; Yao Y; Han B; Wang D; Liu T, 2024, 'ENHANCING CONTRASTIVE LEARNING FOR ORDINAL REGRESSION VIA ORDINAL CONTENT PRESERVED DATA AUGMENTATION', in 12th International Conference on Learning Representations, ICLR 2024

Xu H; Su X; Sowmya A; Katz I; Wang D, 2024, 'SCD-NAS: Towards Zero-Cost Training in Melanoma Diagnosis', in Proceedings - IEEE International Conference on Multimedia and Expo, http://dx.doi.org/10.1109/ICME57554.2024.10687537

Liu C; Li PP; Qi X; Zhang H; Li L; Wang D; Yu X, 2023, 'Audio-Visual Segmentation by Exploring Cross-Modal Mutual Semantics', in MM 2023 - Proceedings of the 31st ACM International Conference on Multimedia, pp. 7590 - 7598, http://dx.doi.org/10.1145/3581783.3612373

Huang H; Kang H; Liu S; Salvado O; Rakotoarivelo T; Wang D; Liu T, 2023, 'PADDLES: Phase-Amplitude Spectrum Disentangled Early Stopping for Learning with Noisy Labels', in Proceedings of the IEEE International Conference on Computer Vision, pp. 16673 - 16684, http://dx.doi.org/10.1109/ICCV51070.2023.01533

Bai Y; Han Z; Yang E; Yu J; Han B; Wang D; Liu T, 2023, 'Subclass-Dominant Label Noise: A Counterexample for the Success of Early Stopping', in Advances in Neural Information Processing Systems

Xu H; Su X; You S; Huang T; Wang F; Qian C; Zhang C; Xu C; Wang D; Sowmya A, 2022, 'Data Agnostic Filter Gating For Efficient Deep Networks', in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE, Singapore, pp. 3503 - 3507, presented at 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Singapore, 23 May 2022, http://dx.doi.org/10.1109/ICASSP43922.2022.9746346

Xu H; Wang D; Sowmya A, 2022, 'Multi-scale alignment and Spatial ROI Module for COVID-19 Diagnosis', in Proceedings of the International Joint Conference on Neural Networks, http://dx.doi.org/10.1109/IJCNN55064.2022.9892038

Bai Y; Yang E; Wang Z; Du Y; Han B; Deng C; Wang D; Liu T, 2022, 'RSA: Reducing Semantic Shift from Aggressive Augmentations for Self-supervised Learning', in Advances in Neural Information Processing Systems

Ge S; Pan F; Wang D; Ning P, 2021, 'Research on An Autonomous Tunnel Inspection UAV based on Visual Feature Extraction and Multi-sensor Fusion Indoor Navigation System', in PROCEEDINGS OF THE 33RD CHINESE CONTROL AND DECISION CONFERENCE (CCDC 2021), IEEE, PEOPLES R CHINA, Kunming, pp. 6082 - 6089, presented at 33rd Chinese Control and Decision Conference (CCDC), PEOPLES R CHINA, Kunming, 22 May 2021 - 24 May 2021, http://dx.doi.org/10.1109/CCDC52312.2021.9602626

Alam MS; Wang D; Sowmya A, 2021, 'Bidirectional Convolutional-LSTM based Network for lung segmentation of chest X-ray images', in Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI, pp. 915 - 919, http://dx.doi.org/10.1109/ICTAI52525.2021.00147

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, http://dx.doi.org/10.1109/DICTA52665.2021.9647209

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

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, Institute of Electrical and Electronics Engineers (IEEE), ELECTR NETWORK, pp. 1 - 6, presented at 2020 Digital Image Computing: Techniques and Applications (DICTA), ELECTR NETWORK, 29 November 2020 - 02 December 2020, http://dx.doi.org/10.1109/DICTA51227.2020.9363416

Devnath L; Luo S; Summons P; Wang D, 2020, 'Performance comparison of deep learning models for black lung detection on chest X-ray radiographs', in ACM International Conference Proceeding Series, Association for Computing Machinery (ACM), pp. 152 - 154, presented at Proceedings of the 3rd International Conference on Software Engineering and Information Management, http://dx.doi.org/10.1145/3378936.3378968

Devnath L; Luo S; Summons P; Wang D, 2019, 'An accurate black lung detection using transfer learning based on deep neural networks', in International Conference Image and Vision Computing New Zealand, Institute of Electrical and Electronics Engineers (IEEE), NEW ZEALAND, Dunedin, pp. 1 - 6, presented at 2019 International Conference on Image and Vision Computing New Zealand (IVCNZ), NEW ZEALAND, Dunedin, 02 December 2019 - 04 December 2019, http://dx.doi.org/10.1109/IVCNZ48456.2019.8960961

Ke J; Deng J; Lu Y; Wang D; Song Y; Zhang H, 2019, 'Assessment and Elimination of Inflammatory Cell: A Machine Learning Approach in Digital Cytology', in 2019 Digital Image Computing: Techniques and Applications, DICTA 2019, Institute of Electrical and Electronics Engineers (IEEE), AUSTRALIA, Perth, pp. 1 - 8, presented at 2019 Digital Image Computing: Techniques and Applications (DICTA), AUSTRALIA, Perth, 02 December 2019 - 04 December 2019, http://dx.doi.org/10.1109/DICTA47822.2019.8946065

Liao Q; Wang D; Holewa H; Xu M, 2019, 'Squeezed bilinear pooling for fine-grained visual categorization', in Proceedings - 2019 International Conference on Computer Vision Workshop, ICCVW 2019, Institute of Electrical and Electronics Engineers (IEEE), SOUTH KOREA, Seoul, pp. 728 - 732, presented at 2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW), SOUTH KOREA, Seoul, 27 October 2019 - 02 November 2019, http://dx.doi.org/10.1109/ICCVW.2019.00093

Liao Q; Xu M; Wang D; Holewa H, 2018, 'Fine-Grained Categorization by Deep Part-Collaboration Convolution Net', in 2018 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2018, Institute of Electrical and Electronics Engineers (IEEE), pp. 1 - 8, presented at 2018 Digital Image Computing: Techniques and Applications (DICTA), 10 December 2018 - 13 December 2018, http://dx.doi.org/10.1109/DICTA.2018.8615855

Liao Q; Xu M; Wang D; Holewa H, 2018, 'FINE-GRAINED CATEGORIZATION BY DEEP PART-COLLABORATION CONVOLUTION NET', in Murshed M; Paul M; Asikuzzaman M; Pickering M; Natu A; RoblesKelly A; You S; Zheng L; Rahman A (eds.), 2018 INTERNATIONAL CONFERENCE ON DIGITAL IMAGE COMPUTING: TECHNIQUES AND APPLICATIONS (DICTA), IEEE, AUSTRALIA, Canberra, pp. 667 - 674, presented at International Conference on Digital Image Computing - Techniques and Applications (DICTA), AUSTRALIA, Canberra, 10 December 2018 - 13 December 2018, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000461416000095&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1

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

Zhao Y; Grillmeier D; Pourkhesalian A; Solnordal C; Wang D; Corsi C; Li L; Wardhaugh L, 2018, 'Fundamental aspects of the rotating liquid sheet contactor', in GHGT 2018 - 14th International Conference on Greenhouse Gas Control Technologies

Zhou G; Du G; Wang Y; Wang D; Xiao T, 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

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

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

Wang D; Lagerstrom R; Sun C; Laukamp C; Quigley M; Whitbourn L; Mason P; Connor P; Fisher L, 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

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

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

Yu Q; Zheng X; Zheng J; He Y; Yu W; Wang D; Chen J; Xu Y, 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

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

Yu Q; Zheng X; Zheng J; He Y; Yu W; Wang D; Chen J; Xu Y, 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

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

Qu Z; Wang D; Ma Y, 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

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

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

Wang D; Ma Y, 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

Wang D; Ma Y, 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

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

Huang C; Zhang L; Wang D; Wu T; Tong Q, 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

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

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

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

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

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', Oslo, Norway, presented at Galaxy Community Conference 2013, Oslo, Norway, 30 June 2013 - 02 July 2013, https://galaxyproject.org/events/gcc2013/abstracts/talks/

Wang D; Ma Y, 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

Wang D; Ma Y, 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

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

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

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

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

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

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