By Professor Arcot Sowmya

Conference Papers

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

Sridhar A; Sowmya A, 2009, 'SparseSPOT: USING A PRIORI 3-D TRACKING FOR REAL-TIME MULTI-PERSON VOXEL RECONSTRUCTION', in Proceedings of the 16th ACM Symposium on Virtual Reality Software and Technology, ACM, New York, New York, KYOTO, JAPAN

Sridhar A; Sowmya A, 2008, 'Multiple camera, multiple person tracking with pointing gesture recognition in immersive environments', in Advances in visual computing, Las Vegas, NV, USA, presented at 4th international symposium on visual computing, Las Vegas, NV, USA, 01 December 2008 - 03 December 2008

Bourke TP; Sowmya A, 2008, 'Automatic transforming and relating Uppaal models of embedded systems', in EMSOFT: international conference on embedded software, Atlanta, Georgia USA, presented at EMSOFT: international conference on embedded software, Atlanta, Georgia USA, 19 October 2008 - 24 October 2008

Compton PJ; Sowmya A; Rudrapatna M; Kang B; Martinez-Bejar R, 2008, 'Situated Cognition in the Semantic Web Era', in Knowledge Engineering: Practice and Patterns, Italy, presented at EKAW-2008, Italy, 29 September 2008 - 02 October 2008

Avnit K; D'Silva V; Sowmya A; Ramesh S; Parameswaran S, 2008, 'A formal approach to the protocol converter problem', in Proceedings of the conference on Design, automation and test in Europe, ACM, pp. 294 - 299, presented at DATE '08: Design, Automation and Test in Europe, http://dx.doi.org/10.1145/1403375.1403447

Goldsmith BE; Cai X; Sowmya A, 2008, 'Is International Trade Associated with Peace or War? Some New Measures and Methods', in APSA Annual Meeting 2008, The American Political Science Association, Boston, USA, presented at APSA Annual Meeting, Boston, USA, http://www.allacademic.com/meta/p279189_index.html

Cai X; Sowmya A, 2007, 'Level learning set: A novel classifier based on active contour models', in Proceedings of the First International Conference on Advances in Natural Computation (ICNC 2005), Part III, Lecture Notes in Computer Science 3612/2005, Springer, Berlin, Germany, presented at 18th European conference on machine learning, Warsaw, Poland, 17 September 2007 - 21 September 2007

Ramsokul PK; Sowmya A; Ramesh S, 2007, 'A test bed for web services protocols', in 2nd international conference on internet and web applications and services, Morne, Mauritius, presented at 2nd international conference on internet and web applications and services, Morne, Mauritius, 13 May 2007 - 19 May 2007

Ramsokul PK; Sowmya A, 2007, 'An adaptive formal model for web services protocols', in 2nd international conference on internet and web applications and services, Morne, Mauritius, presented at 2nd international conference on internet and web applications and services, Morne, Mauritius, 13 May 2007 - 19 May 2007

Rudrapatna M; Sowmya A, 2006, 'Feature Weighted Minimum Distance Classifier with Multi-class Confidence Estimation', in AI 2006: Advances in Artificial Intelligence, Springer-Verlag, Berlin, presented at 19th Australian Joint Conference on Artificial Intelligence, Hobart, 04 December 2006 - 08 December 2006

Bourke TP; Sowmya A, 2006, 'A Timing Model for Synchronous Language Implementations in Simulink', in EMSOFT 2006, Seoul, South Korea, presented at EMSOFT 2006, Seoul, South Korea, 22 October 2006 - 25 October 2006

Rudrapatna M; Amaratunga P; Prasad MN; Sowmya A; Wilson P, 2006, 'Automatic Detection of Tram Tracks on HRCT Images', in International Conference on Image Processing (ICIP 2006), Atlanta, Georgia USA, presented at International Conference on Image Processing (ICIP 2006), Atlanta, Georgia USA, 08 October 2006 - 11 October 2006

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