By Professor Arcot Sowmya

Conference Papers

Levenkova A; Sowmya A; Kalloniatis M; Ly A; Ho A, 2017, 'Automatic detection of diabetic retinopathy features in ultra-wide field retinal images', in Progress in Biomedical Optics and Imaging - Proceedings of SPIE, SPIE, Orlando, Florida, United States, presented at SPIE Medical Imaging, 2017, Orlando, Florida, United States, 13 February 2017 - 16 February 2017, http://dx.doi.org/10.1117/12.2253980

Thamali Lekamge BM; Sowmya A; Newman J, 2017, 'Prediction of protein X-ray crystallisation trial image time-courses', in Icpram 2017 Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods, pp. 663 - 668, http://dx.doi.org/10.5220/0006246506630668

Ke J; Sowmya A; Guo Y; Bednarz T; Buckley M, 2016, 'Efficient GPU Computing Framework of Cloud Filtering in Remotely Sensed Image Processing', in 2016 International Conference on Digital Image Computing Techniques and Applications Dicta 2016, http://dx.doi.org/10.1109/DICTA.2016.7797036

Ke J; Bednarz T; Sowmya A, 2016, 'Optimized GPU implementation for dynamic programming in image data processing', in 2016 IEEE 35th International Performance Computing and Communications Conference, IPCCC 2016, Las Vegas, NV, USA, presented at 2016 IEEE 35th International Performance Computing and Communications Conference (IPCCC), Las Vegas, NV, USA, 09 December 2016 - 11 December 2016, http://dx.doi.org/10.1109/PCCC.2016.7820646

Lekamge BMT; sowmya A; Newman J, 2016, 'Multi-view learning for classification of X-ray crystallography images', in Perner P (ed.), Proceedings of 12th International conference on machine learning an data mining, Springer, New York, pp. 446 - 458, presented at 12th International conference on machine learning an data mining, New York, 16 July 2016 - 21 July 2016, http://dx.doi.org/10.1007/978-3-319-41920-6_35

Samarasinghe G; Sowmya A; Moses DA, 2016, 'Heterogeneity analysis of prostate peripheral zone lesions in 3.0 Tesla T2-weighted Magnetic Resonance Images', in CARS 2016-Computer Assisted Radiology and Surgery Proceedings of the 30th International Congress and Exhibition, IJCARS, Heidelberg Germany, pp. S121 - S122, presented at CARS 2016-Computer Assisted Radiology and Surgery, Heidelberg Germany, 21 June 2016 - 25 June 2016, http://dx.doi.org/10.1007/s11548-016-1412-5

Samarasinghe G; Sowmya A; Moses DA, 2016, 'Semi-quantitative analysis of prostate perfusion MRI by clustering of pre and post contrast enhancement phases', in Proceedings - International Symposium on Biomedical Imaging, IEEE, Prague, CZECH REPUBLIC, pp. 943 - 947, presented at IEEE 13th International Symposium on Biomedical Imaging (ISBI), Prague, CZECH REPUBLIC, 13 April 2016 - 16 April 2016, http://dx.doi.org/10.1109/ISBI.2016.7493420

Zarepour E; Kanhere S; Hosseini M; Sowmya A, 2016, 'A Context-based Privacy Preserving Framework for Wearable Visual Lifeloggers', Sydney, presented at 14th IEEE International Conference on Pervasive Computing and Communications (PerCom), Sydney, 14 March 2016 - 18 March 2016

Senanayake U; Sowmya A; Dawes L; Kochan NA; Wen W; Sachdev P, 2016, 'Classification of mild cognitive impairment subtypes using neuropsychological data', in Proceedings of the 5th International Conference on Pattern Recognition Applications and Methods, Rome, Italy, pp. 620 - 629, presented at 5th International Conference on Pattern Recognition Applications and Methods (ICPRAM 2016), Rome, Italy, 24 February 2016 - 26 February 2016, http://dx.doi.org/10.5220/0005747806200629

Hosseini M; Bednarz T; Sowmya A, 2016, 'Interactive Chan-Vese Approach with Random Walk for Medical Image Segmentation', in BIOIMAGING 2016 - 3rd International Conference on Bioimaging, Proceedings; Part of 9th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2016, INSTICC, Rome, Italy, pp. 63 - 70, presented at 3rd Int Conf Bioimaging, Rome, Italy, 21 February 2016 - 23 February 2016, http://dx.doi.org/10.5220/0005685400630070

Zong K; Sowmya A; Trinder JOHN, 2015, 'Building Change Detection Based on Markov Random Field: Exploiting Both Pixel and Corner Features', Adelaide, South Australia, presented at International Conference on Digital Image Computing: Techniques and Applications, Adelaide, South Australia, 23 November 2015 - 25 November 2015, http://dx.doi.org/10.1109/DICTA.2015.7371244

Liu Y; Wang Y; Sowmya A, 2015, 'Batch Mode Active Learning for Object Detection Based on Maximum Mean Discrepancy', Adelaide, Australia, presented at The International Conference on Digital Image Computing: Techniques and Applications (DICTA), Adelaide, Australia, 23 November 2015 - 25 November 2015

Zong K; Sowmya A; Trinder J, 2015, 'Building Change Detection Based on Markov Random Field Exploiting both pixel and corner features', in 2015 INTERNATIONAL CONFERENCE ON DIGITAL IMAGE COMPUTING: TECHNIQUES AND APPLICATIONS (DICTA), IEEE, AUSTRALIA, Adelaide, pp. 231 - 237, presented at International Conference on Digital Image Computing: Techniques and Applications, AUSTRALIA, Adelaide, 23 November 2015 - 25 November 2015, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000380485600033&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1

Samarasinghe G; Sowmya A; Moses DA, 2014, 'A Semi-Quantitative Analysis Model with Parabolic Modelling for DCE-MRI Sequences of Prostate', in Bouzerdoum A; Wang L; Ogunbona P; Li W; Phung SL (eds.), Digital lmage Computing: Techniques and Applications (DlCTA), 2014 International Conference on, IEEE, Wollongong, Australia, pp. 1 - 6, presented at International Conference on Digital Image Computing: Techniques and Applications (DICTA), Wollongong, Australia, 25 November 2014 - 27 November 2014, http://dx.doi.org/10.1109/DICTA.2014.7008092

Arakkonam Palaniveloo V; Sowmya A; Angelo Ambrose J, 2014, 'Improving GA-based NoC mapping algorithms using a formal model', in VLSI (ISVLSI), 2014 IEEE Computer Society Annual Symposium on, IEEE, Tampa, Florida, USA, pp. 344 - 349, presented at IEEE Computer Society Annual Symposium on VLSI, Tampa, Florida, USA, 09 July 2014 - 11 July 2014, http://dx.doi.org/10.1109/ISVLSI.2014.64

Pazokifard B; Sowmya A; Moses D, 2014, 'Patient-customized 3D Reconstruction of human ribs from lung MDCT dataset', in Wang G; He B (ed.), Biomedical Imaging (ISBI), 2014 IEEE 11th International Symposium on, IEEE, Bejing, China, pp. 1131 - 1135, presented at IEEE 11th International Symposium on Biomedical Imaging, Bejing, China, 29 April 2014 - 02 May 2014, http://dx.doi.org/10.1109/ISBI.2014.6868074

Liu Y; Sowmya , 2014, 'Human Action Description Based on Temporal Pyramid Histograms', in Maria De Marsico P; Ana Fred P (ed.), ICPRAM 2014 - Proceedings of the 3rd International Conference on Pattern Recognition Applications and Methods, ICPRAM, Angers, Loire Valley, France, pp. 629 - 636, presented at International Conference on Pattern Recognition Applications and Methods (ICPRAM 2014), Angers, Loire Valley, France, 06 March 2014 - 08 March 2014, http://dx.doi.org/10.5220/0004825206290636

Hosseini M; Bednarz T; Sowmya A, 2014, 'Multi-users real-time interaction with bacterial biofilm images using augmented reality', in Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, pp. 298 - 308, http://dx.doi.org/10.1007/978-3-319-07464-1_28

Sowmya A; Soni B; Sowmya A, 2013, 'Victim detection and localisation in an urban disaster site', in 2013 IEEE International Conference on Robotics and Biomimetics (ROBIO 2013), IEEE, Shenzhen, China, pp. 2142 - 2147, presented at 2013 IEEE International Conference on Robotics and Biomimetics (ROBIO), Shenzhen, China, 12 December 2013 - 14 December 2013, http://dx.doi.org/10.1109/ROBIO.2013.6739786

Zong K; Sowmya A; Trinder J, 2013, 'Kernel partial least squares based hierarchical building change detection using high resolution aerial images and lidar data', in 2013 International Conference on Digital Image Computing Techniques and Applications Dicta 2013, http://dx.doi.org/10.1109/DICTA.2013.6691502

Lekamge BMT; Sowmya A; Mele K; Fazio VJ; Newman J, 2013, 'Classification of protein crystallisation images using texture-based statistical features', in Aip Conference Proceedings, pp. 270 - 276, http://dx.doi.org/10.1063/1.4825019

Hosseini M; Sowmya A; Vallotton P; Bednarz T, 2013, 'High precision localization of bacteria', in Aip Conference Proceedings, pp. 215 - 220, http://dx.doi.org/10.1063/1.4825013

Pazokifard B; Sowmya A, 2013, 'Lung segmentation with graph cuts: Graph size versus performance', in Aip Conference Proceedings, pp. 315 - 322, http://dx.doi.org/10.1063/1.4825025

Pazokifard B; Sowmya A, 2013, '3-D segmentation of human sternum in lung MDCT images', in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society EMBS, pp. 3351 - 3354, http://dx.doi.org/10.1109/EMBC.2013.6610259

Pazokifard B; Sowmya A, 2013, 'Efficient graph-cuts based extraction of vertebral column and ribs in lungs MDCT images', in 2013 IEEE International Conference on Image Processing (ICIP 2013), Melbourne, presented at 2013 20th IEEE International Conference on Image Processing (ICIP 2013), Melbourne, 15 September 2013 - 18 September 2013, http://dx.doi.org/10.1109/ICIP.2013.6738244

Zhang B; Cai ; Sowmya , 2013, 'ROBUST HUMAN APPEARANCE MATCHING ACROSS MULTI-CAMERAS', in Konrad Schindler P (ed.), Image Processing (ICIP), 2013 20th IEEE International Conference on, IEEE Signal Processing Society, Piscataway, NJ, USA, presented at International Conference on Image Processing (ICIP), Melbourne, Australia, 15 September 2013 - 18 September 2013, http://dx.doi.org/10.1109/ICIP.2013.6738458

Wang W; Wang Y; Chen F; Sowmya A, 2013, 'A Weakly Supervised Approach for Object Detection Based on Soft-Label Boosting', in 2013 IEEE Workshop on Applications of Computer Vision, WACV 2013, IEEE, Washington, DC, United States, pp. 331 - 338, presented at IEEE Workshop on Applications of Computer Vision, Clearwater Beach, Florida, US, 16 January 2013 - 18 January 2013, http://dx.doi.org/10.1109/WACV.2013.6475037

Hosseini M; Vallotton P; Bednarz T; Sowmya A, 2013, 'A study of touchless versus touch-based interactions with bacterial biofilm images', in Proceedings Vrcai 2013 12th ACM SIGGRAPH International Conference on Virtual Reality Continuum and Its Applications in Industry, pp. 285 - 289, http://dx.doi.org/10.1145/2534329.2534366

Hosseini M; Sowmya A; Vallotton P; Bednarz T, 2013, 'High precision localization of bacterium and scientific visualization', in Proceedings of the IEEE International Conference on Computer Vision, pp. 210 - 213, http://dx.doi.org/10.1109/ICCVW.2013.35

Palaniveloo V; Sowmya A, 2012, 'Formal estimation of worst case communication latency in a Network on chip', in VVLSI (ISVLSI), 2012 IEEE Computer Society Annual Symposium on, IEEE, pp. 15 - 20, presented at VLSI (ISVLSI), 2012 IEEE Computer Society Annual Symposium on, 19 August 2012 - 21 August 2012, http://dx.doi.org/10.1109/ISVLSI.2012.31

Avnit K; Sowmya A, 2012, 'A formal approach to design space exploration of protocol converters', in Proceedings -Design, Automation and Test in Europe, DATE, IEEE, Piscataway, NJ, United States, presented at 15th Design, Automation and Test in Europe Conference and Exhibition, DATE 2012, Dresden, Germany, 12 March 2012 - 16 March 2012

Yang J; Wang Y; Sowmya A; Li Z; Bang Z; Xu J, 2011, 'Feature fusion for vehicle detection and tracking with low-angle cameras', in 2011 IEEE Workshop on Applications of Computer Vision, WACV 2011, IEEE Computer Society, Piscataway, NJ, United States, pp. 382 - 388, presented at 2011 IEEE Workshop on Applications of Computer Vision, WACV 2011, Kona, HI, United States, 05 January 2011 - 07 January 2011, http://dx.doi.org/10.1109/WACV.2011.5711529

Chen Y; Cai X; Sowmya A, 2011, 'Boosted Dynamic Mixture Active Shape Model For Multi-View Face Alignment', in Proceedings of Image and Vision Computing New Zealand, Image and Vision Computing New Zealand, New Zealand, pp. 30 - 35, presented at International Conference Image and Vision Computing New Zealand, IVCNZ 2011, Auckland, New Zealand

Cai X; Sowmya A, 2011, 'Learning to tune level set methods', in Proceedings of Image and Vision Computing New Zealand, 2009, IEEE, Wellington, NZ, presented at International Conference Image and Vision Computing New Zealand, IVCNZ 2011, Auckland, New Zealand, http://dx.doi.org/10.1109/IVCNZ.2009.5378391

Semenovich DV; Morioka N; Sowmya A, 2010, 'Efficient Additive Models via the Generalized Lasso', in 2010 Proceedings - IEEE International Conference on Data Mining, ICDM, IEEE, Sydney, NSW, Australia, pp. 1228 - 1233, presented at 10th IEEE International Conference on Data Mining Workshops, ICDMW 2010, Sydney, NSW, Australia, 14 December 2010 - 17 December 2010, http://dx.doi.org/10.1109/ICDMW.2010.184

Semenovich DV; Sowmya A, 2010, 'Geometry aware local kernels for object recognition', in The Tenth Asian Conference on Computer Vision Proceedings, Springer, USA, pp. 490 - 503, presented at 10th Asian Conference on Computer Vision, ACCV 2010, Queenstown, New Zealand, 08 November 2010 - 12 November 2010, http://dx.doi.org/10.1007/978-3-642-19315-6_38

Yang J; Wang Y; Sowmya A; Xu J; Zhang B; Li Z, 2010, 'Spatial-Temporal Affinity Propagation for Feature Clustering with Application to Traffic Video Analysis', in AICI - Lecture Notes in Computer Science, Springer, Germany, pp. 606 - 618, presented at 10th Asian Conference on Computer Vision, ACCV 2010, Queenstown, New Zealand, 08 November 2010 - 12 November 2010, http://dx.doi.org/10.1007/978-3-642-19309-5_47

Yang J; Wang Y; Sowmya A; Li Z, 2010, 'Vehicle Detection and Tracking with Low-angle Cameras', in Proceedings of 2010 IEEE International Conference on Image Processing, Institute of Electrical and Electronics Engineers ( IEEE ), USA, pp. 685 - 688, presented at International Conference on Image Processing, Hong Kong, 26 September 2010 - 29 September 2010

Vo KT; Sowmya A, 2010, 'Multiple Kernel Learning for Classification of Diffuse Lung Disease Using HRCT Lung Images', in IEEE Engineering in Medicine and Biology Magazine, IEEE-Inst Electrical Electronics Engineers Inc, Piscataway, NJ, USA, pp. 3085 - 3088, presented at Int. Conf. IEEE Engineering in Medicine and Biology, Buenos Aires, Argentina, 01 September 2010 - 04 September 2010, http://dx.doi.org/10.1109/IEMBS.2010.5626113

Semenovich DV; Sowmya A, 2010, 'Tensor power method for efficient MAP inference in higher-order MRFs', in 2010 20th International Conference on Pattern Recognition, IEEE, USA, pp. 734 - 738, presented at ICPR 2010, Istanbul, Turkey, 23 August 2010 - 26 August 2010, http://dx.doi.org/10.1109/ICPR.2010.185

Avnit K; Sowmya A; Peddersen J, 2010, 'ACS: Automatic Converter Synthesis for SoC bus protocols', Springer, Berlin, pp. 343 - 348, presented at TACAS 2010 Sixteenth International Conference on TOOLS AND ALGORITHMS FOR THE CONSTRUCTION AND ANALYSIS OF SYSTEMS, Paphos, Cyprus, 20 March 2010 - 28 March 2010, http://www.springer.com/computer/swe/book/978-3-642-12001-5

Avnit K; D Silva VV; Sowmya A; Ramesh S, 2010, 'A formal approach to the protocol converter problem', in Proceedings of the Design, Automation and Test in Europe Conference, European Design and Automation Association, 3001 Leuven, Belgium, Belgium, presented at Design, Automation and Test in Europe, Dresden, Germany, 08 March 2010 - 12 March 2010

Bourke T; Sowmya A, 2010, 'Delays in Esterel', in Dagstuhl Seminar Proceedings, pp. 55 - 84

Yang J; Wang Y; Sowmya A; Zhang B; Xu J; Li Z, 2010, 'Affinity Propagation Feature Clustering with Application to Vehicle Detection and Tracking in Road Traffic Surveillance', in Advanced Video and Signal Based Surveillance (AVSS), 2010 Seventh IEEE International Conference on, IEEE, 10.1109/AVSS.2010.40, pp. 414 - 419, presented at AVSS, Boston, USA, http://dx.doi.org/10.1109/AVSS.2010.40

Massoptier L; Misra A; Sowmya A, 2009, 'Automatic Lung Segmentation in HRCT Images with Diffuse Parenchymal Lung Disease Using Graph-Cut', in Proceedings of Image and Vision Computing New Zealand, 2009, IEEE, Wellington, NZ, presented at Image and Vision Computing New Zealand 2009, Wellington, New Zealand, 23 November 2009 - 25 November 2009, http://dx.doi.org/10.1109/IVCNZ.2009.5378398

Chen Y; Cai X; Sowmya A, 2009, 'Boosted Dynamic Active Shape Model', in Proceedings of Image and Vision Computing New Zealand, 2009, IEEE, Wellington, NZ, presented at Image and Vision Computing New Zealand 2009, Wellington, New Zealand, 23 November 2009 - 25 November 2009, http://dx.doi.org/10.1109/IVCNZ.2009.5378408

Semenovich DV; Sowmya A, 2009, 'A SPECTRAL METHOD FOR CONTEXT BASED DISAMBIGUATION OF IMAGE ANNOTATIONS', in 2009 16th IEEE International Conference on Image Processing (ICIP 2009), Institute of Electrical and Electronics Engineers ( IEEE ), Cairo, Egypt, presented at International Conference on Image Processing (ICIP 2009), Cairo, Egypt, 07 November 2009 - 11 November 2009, http://dx.doi.org/10.1109/ICIP.2009.5414229

Vo KT; Sowmya A, 2009, 'Diffuse Lung Disease Classification in HRCT Lung images using generalized Gaussian density modeling of wavelets coefficients', in 2009 16th IEEE International Conference on Image Processing (ICIP 2009), Institute of Electrical and Electronics Engineers ( IEEE ), Cairo, Egypt, presented at International Conference on Image Processing (ICIP 2009), Cairo, Egypt, 07 November 2009 - 11 November 2009, http://dx.doi.org/10.1109/ICIP.2009.5414093

Yang J; Wang Y; Ye G; Sowmya A; Zhang B; Xu J, 2009, 'Feature clustering for vehicle detection and tracking in road traffic surveillance', in Image Processing (ICIP), 2009 16th IEEE International Conference on, Cairo, presented at International Conference on Image Processing (ICIP 2009), Cairo, Egypt, 07 November 2009 - 11 November 2009, http://dx.doi.org/10.1109/ICIP.2009.5413526

Misra A; Sowmya A; Compton PJ, 2009, 'Impact of quasi-expertise on knowledge acquisition in computer vision', in Proceedings of Image and Vision Computing New Zealand, 2009, IEEE, Wellington, NZ, presented at Image and Vision Computing New Zealand, Wellington, NZ, http://dx.doi.org/10.1109/IVCNZ.2009.5378387

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