Select Publications

Conference Papers

Cai X; Sowmya A, 2006, 'Active Contour with Neural Networks-Based Information Fusion Kernel', in 13th International Conference on Neural Information Processing, Hong Kong, presented at 13th International Conference on Neural Information Processing, Hong Kong, 03 October 2006 - 06 October 2006

Ramsokul PK; Sowmya A, 2006, 'ASEHA: A framework for modelling and verification of web services protocols', in 4th IEEE international conference on software engineering and formal methods, IEEE Computer Society, 445 Hoes Lane - P.O.Box 1331, Piscataway, NJ 08855-1331, United States, Pune, India, pp. 196 - 205, presented at 4th IEEE international conference on software engineering and formal methods, Pune, India, 11 September 2006 - 15 September 2006, http://dx.doi.org/10.1109/SEFM.2006.8

Ramsokul PK; Sowmya A, 2006, 'A sniffer based approach to WS protocols conformance checking', in International symposium on prallel and dsitributed computing, Timisoara, Romania, presented at International symposium on prallel and dsitributed computing, Timisoara, Romania, 06 July 2006 - 09 July 2006

Misra A; Sowmya A; Compton PJ, 2006, 'Incremental learning for segmentation in medical images', in IEEE International Symposium on Biomedical Imaging 2006, Arlington, Virginia, USA, presented at IEEE International Symposium on Biomedical Imaging 2006, Arlington, Virginia, USA, 06 April 2006 - 09 April 2006

Cai X; Sowmya A; Trinder JC, 2006, 'Learning parameter tuning for object extraction', in 7th Asian conference on computer science, Hyderabad, India, presented at 7th Asian conference on computer science, Hyderabad, India, 13 January 2006 - 16 January 2006

Cai X; Sowmya A; Trinder JC, 2006, 'A Machine Learning Approach for Automatic Road Extraction', Reno, Nevada, USA, presented at ASPRS Convention, Reno, Nevada, USA

Seow N; Sowmya A; Changming Sun , 2005, 'Multi-Image 2D-PAGE Feature Detection', in Digital Image Computing: Techniques and Applications (DICTA'05), IEEE, pp. 20 - 20, presented at Digital Image Computing: Techniques and Applications, 06 December 2005 - 08 December 2005, http://dx.doi.org/10.1109/dicta.2005.58

Cai X; Sowmya A; Trinder JC, 2005, 'Learning to recognise road from high resolution remotely sensed images', in 2005 international conference on intelligent sensors, sensor networks and information processing, Melbourne, presented at international conference on intelligent sensors, sensor networks and information processing 2005, Melbourne, 05 December 2005 - 08 December 2005

Rudrapatna M; Mai V; Sowmya A; Wilson P, 2005, 'Knowledge-driven automated detection of pleural plaques and thickening in high resolution CT of the lung', in Information processing in medical imaging, Glenwood Springs, Colorado, USA, presented at Information processing in medical imaging, Glenwood Springs, Colorado, USA, 11 July 2005 - 15 July 2005

Lai JY; Sowmya A; Trinder JC, 2005, 'Support vector machine experiments for road recognition in high resolution images', 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 4th International conference on machine learning and data mining in pattern recognition, Leipzig, Germany, 09 July 2005 - 11 July 2005

Wang CM; Rudrapatna M; Sowmya A, 2004, 'Lung Disease Detection Using Frequency Spectrum Analysis', in 4th Indian Conference on Computer Vision, Graphics and Image Processing, Kolkata, India, presented at 4th Indian Conference on Computer Vision, Graphics and Image Processing, Kolkata, India, 16 December 2004 - 18 December 2004

Shamsheyeva A; Sowmya A, 2004, 'An Anisotropic Gaussian Kernel for SVM Classification of HRCT Images of the Lung', in 2004 Intelligent Sensors, Sensor Networks and Information Processing Conference, Melbourne, presented at Intelligent Sensors, Sensor Networks and Information Processing Conference 2004, Melbourne, 14 December 2004 - 17 December 2004

Misra A; Rudrapatna M; Sowmya A, 2004, 'Automatic Lung Segmentation: A Comparison of Anatomical and Machine Learning Approaches', in 2004 Intelligent Sensors, Sensor Networks and Information Processing Conference, Melbourne, presented at Intelligent Sensors, Sensor Networks and Information Processing Conference 2004, Melbourne, 14 December 2004 - 17 December 2004

Prasad MN; Sowmya A; Koch IM, 2004, 'Efficient Feature Selection based on Independent Component Analysis', in 2004 Intelligent Sensors, Sensor Networks and Information Processing Conference, Melbourne, presented at Intelligent Sensors, Sensor Networks and Information Processing Conference 2004, Melbourne, 14 December 2004 - 17 December 2004

Prasad MN; Sowmya A, 2004, 'Multi-view learning for bronchovascular pair detection', in 2004 Intelligent Sensors, Sensor Networks and Information Processing Conference, Melbourne, presented at Intelligent Sensors, Sensor Networks and Information Processing Conference 2004, Melbourne, 14 December 2004 - 17 December 2004

Lee C; Sowmya A, 2004, 'An Approach to Appearance-Based Simultaneous Localization and Map Building (SLAM)', in 2004 IEEE Conference on Robotics, Automation and Mechatronics, Singapore, presented at IEEE Conference on Robotics, Automation and Mechatronics, Singapore, 01 December 2004 - 03 December 2004

Rudrapatna M; Sowmya A; Wilson P, 2004, 'Automatic Detection of Hilum and Parenchymal Bands on HRCT Lung Images', in IEEE Conference on Cybernetics and Intelligent Systems, Singapore, presented at IEEE Conference on Cybernetics and Intelligent Systems, Singapore, 01 December 2004 - 03 December 2004

Prasad MN; Sowmya A; Koch IM, 2004, 'Feature Subset Selection Using ICA for Classifying Emphysema in HRCT Images', in 17th International Conference on Pattern Recognition, Cambridge, UK, presented at 17th International Conference on Pattern Recognition, Cambridge, UK, 23 August 2004 - 26 August 2004

Misra A; Sowmya A; Compton PJ, 2004, 'Incremental Learning of Control Knowledge for Lung Boundary Extraction', in Pacific Rim International Conference on Artificial Intelligence 2004, Auckland, New Zealand, presented at 8th Pacific Rim International Conference on Artificial Intelligence, Auckland, New Zealand, 09 August 2004 - 13 August 2004

Prasad MN; Sowmya A, 2004, 'Detection of Bronchovascular pairs on HRCT Lung Images', in IEEE International Symposium on Biomedical Imaging 2004, Arlington, Virginia, USA, presented at IEEE International Symposium on Biomedical Imaging 2004, Arlington, Virginia, USA, 15 April 2004 - 18 April 2004

Prasad MN; Sowmya A, 2004, 'Multi-level Emphysema Diagnosis in HRCT Lung Images Through Robust Multi-view and Meta Learning', in Hong KS; Zhabg Z (ed.), 6th Asian Conference on Computer Vision, Korea, pp. 937 - 942, presented at 6th Asian Conference on Computer Vision, Korea, 27 January 2004 - 30 January 2004

Rudrapatna M; Sowmya A; Zrimec T; Wilson P; Kossoff G; Lucas P; Wong JS; Misra A; Busayarat S, 2004, 'LMIK - Learning Medical Image Knowledge: an internet-based medical image knowledge acquisition framework', in Delp III EJ; Wong PW (ed.), SPIE 2004: Electronic Imaging Science and Technology: IS&T/SPIE`s 16th Annual Symposium, San Jose, pp. 307 - 318, presented at SPIE 2004: Electronic Imaging Science and Technology: IS&T/SPIE`s 16th Annual Symposium, San Jose, 18 January 2004 - 22 January 2004

D Silva VV; Ramesh S; Sowmya A, 2004, 'Bridge Over Troubled Wrappers: Automatic Interface Synthesis', in 17th International Conference on VLSI Design, Mumbai India, presented at 17th International Conference on VLSI Design, Mumbai India, 05 January 2004 - 09 January 2004

Prasad MN; Sowmya A, 2004, 'Multi-class Unsupervised Classification with Label Correction of HRCT Lung Images', in International Conference on Intelligent Sensing and Information Processing, Chennai, India, presented at International Conference on Intelligent Sensing and Information Processing, Chennai, India, 04 January 2004 - 07 January 2004

Shamsheyeva A; Sowmya A, 2004, 'Tuning kernel function parameters of support vector machines for segmentation of lung disease patterns in high-resolution computed tomography images', in SPIE 2004: Progress in Biomedical Optics and Imaging: Medical Imaging 2004: Imaging Processing: The International Society for Optical Engineering, pp. 1548 - 1557, presented at SPIE 2004: Progress in Biomedical Optics and Imaging: Medical Imaging 2004: Imaging Processing: The International Society for Optical Engineering, http://www.sciencedirect.com/science/article/B6WPV-4DP576R-263/2/f6d549dfc3229a88d246a49816ac6c7c

Yager NG; Sowmya A, 2003, 'Support Vector Machines for Road Extraction from Remotely Sensed Images', in 10th International Conference on Computer Analysis of Images and Patterns, Groningen, The Netherlands, presented at 10th International Conference on Computer Analysis of Images and Patterns, Groningen, The Netherlands, 25 August 2003 - 27 August 2003

Sowmya A, 2002, 'k-time Forced Simulation: a formal verification technique for IP reuse', in 20th International Conference on Computer Design, Freiburg, Germany, presented at 20th International Conference on Computer Design, Freiburg, Germany, 16 September 2002 - 18 September 2002

Sowmya A; Trinder JC, 2002, 'Inductive Clustering: Automating Low-Level Segmentation in High Resolution Images', in ISPRS Commission Reports, International Society for Photogrammetry and Remote Sensing, United Kingdom, presented at ISPRS Commission 111 Symposium, Graz, Austria, 09 September 2002 - 13 September 2002

Sowmya A, 2002, 'A Comparartive Evaluation of Road Classification Techniques for high resolution imagery', in 2nd Pattern Recognition for Remote Sensing Workshop PRRS 2002, Niagara Falls Canada, presented at 2nd Pattern Recognition for Remote Sensing Workshop PRRS 2002, Niagara Falls Canada, 16 August 2002

Chen A; Sowmya A, 2002, 'Recent Progress on RAIL: automating clustering and comparison of multiple classification techniques on high resolution remotely sensed imagery', in ICML-2002 Workshop Machine Learning in Computer Vision, Sydney, presented at ICML-2002 Workshop Machine Learning in Computer Vision, Sydney, 08 July 2002 - 12 July 2002

Sowmya A, 2002, 'Design of a Mobile Robot Controller using Esterel Tools', in ETAPS/SLAP 2002 Synchronous Languages, Applications, and Programming, Grenoble France, presented at ETAPS/SLAP 2002 Synchronous Languages, Applications, and Programming, Grenoble France, 07 April 2002 - 13 April 2002

Sowmya A; Chiu P, 2001, 'VISIM: Information Retrieval and Low Lung Boundary Detection and Low Level feature extraction and analysis from HRCT images', in Ghebreab S; Smeulders AWM; Duncan JS (eds.), VISIM: Information Retrieval and Exploration in Large Medical Image Collections, Utrecht, Netherlands, pp. 25 - 28, presented at VISIM: Information Retrieval and Exploration in Large Medical Image Collections, Utrecht, Netherlands, 18 October 2001

Roop PS; Sowmya A; Ramesh S, 2001, 'A formal approach to component based development of synchronous programs', in ASP-DAC 2001 Asia and South Pacific Design Automation Conference 2001, Yokohama, Japan, presented at ASP-DAC 2001 Asia and South Pacific Design Automation Conference 2001, Yokohama, Japan, 30 January 2001

Roop PS; Sowmya A; Ramesh S, 2001, 'A formal approach to component-based development of synchronous programs', in Yasuura H; Pai R (ed.), ASP-DAC 2001 Asia and South Pacific Design Automation Conference 2001, Yokohama, Japan, pp. 421 - 424, presented at ASP-DAC 2001 Asia and South Pacific Design Automation Conference 2001, Yokohama, Japan, 30 January 2001

Bandyopadhyay S; Sowmya A; Maulik U, 2000, 'Genetic classifier for extracting road segments', in International Conference on Communications, Computers and Devices ICCCD-2000, Kharagpur India, presented at International Conference on Communications, Computers and Devices ICCCD-2000, Kharagpur India, 14 December 2000 - 16 December 2000

Sowmya A; Roop PS, 2000, 'Developing a Domain-Specific Document Retrieval Mechanism', in 6th Pacific Knowledge Acquisition Workshop (PKAW 2000), Sydney, presented at 6th Pacific Knowledge Acquisition Workshop (PKAW 2000), Sydney, 11 December 2000 - 13 December 2000

Sowmya A; Roop PS, 2000, 'Developing a Domain-Specific Document Retrieval Mechanism', in 6th Pacific Knowledge Acquisition Workshop (PKAW 2000), Sydney, presented at 6th Pacific Knowledge Acquisition Workshop (PKAW 2000), Sydney, 11 December 2000 - 13 December 2000

Jha SK; Hassan M; Nanda P; Ahmed N, 2000, 'Intradomain Bandwidth Management in Differentiated Services Network', in IEEE Local Computer Network Conference (LCN2000), Tampa, Florida, USA, presented at IEEE Local Computer Network Conference (LCN2000), Tampa, Florida, USA, 08 November 2000 - 10 November 2000

Sowmya A; Jaeger T, 2000, 'An Access Control Model for Simplifying Constraint Expression', in 7TH ACM CONFERENCE ON COMPUTER AND COMMUNICATIONS SECURITY, Athens, Greece, presented at 7th ACM CONFERENCE ON COMPUTER AND COMMUNICATIONS SECURITY, Athens, Greece, 01 November 2000 - 04 November 2000

Sowmya A; Roop PS, 2000, 'APM: Asynchronous Performance Measurement for the Internet', in Asian Pacific Conference on Communications, Seoul, South Korea, presented at Asian Pacific Conference on Communications, Seoul, South Korea, 03 October 2000

Hoffmann AG; Sowmya A, 2000, 'A New Approach for the Incremental Development of Adaptation Functions', in 5th European Workshop, EWCBR 2000, Trento Italy, presented at 5th European Workshop, EWCBR 2000, Trento Italy, 06 September 2000 - 09 September 2000

Teoh CY; Sowmya A, 2000, 'Junction Extraction from High Resolution Images by Composite Learning', in International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives, International Society for Photogrammetry and Remote Sensing, United Kingdom, pp. 882 - 888, presented at XIXth Congress of the International Society for Photogrammetry and Remote Sensing, Amsterdam, The Netherlands, 16 July 2000 - 23 July 2000, http://dx.doi.org/10.26190/unsworks/26856

Sowmya A; Lin X; Tsang CP, 2000, 'An Efficient Distributed Algorithm for Computing Association Rules', in International Conference of Web-Age Information Management (WAIM 2000), Shanghai China, presented at International Conference of Web-Age Information Management (WAIM`00), Shanghai China, 21 June 2000 - 23 June 2000

Jin JS; Nitsuwat S; Sowmya A, 2000, 'Motion-based Visual Object Extraction in Video', in 5th Joint Conference on Information Sciences, Atlantic City, NJ USA, presented at 5th Joint Conference on Information Sciences, Atlantic City, NJ USA, 03 February 2000

Teoh CY; Sowmya A; Bandyopadhyay S, 2000, 'Road Extraction from high resolution images by composite learning', in Advances in Intelligent Systems: Theory and Application, AISTA 2000, Canberra, presented at Advances in Intelligent Systems: Theory and Application, AISTA 2000, Canberra, 02 February 2000 - 04 February 2000

Roop PS; Sowmya A; Ramesh S, 2000, 'Automatic Component Matching using Forced Simulation', in 3th International Conference on VLSI Design, Calcutta, India, presented at 13th International Conference on VLSI Design, Calcutta, India, 03 January 2000 - 07 January 2000

Roop PS; Sowmya A; Ramesh S, 2000, 'Automatic Component Matching using Forced Simulation', in 3th International Conference on VLSI Design, Calcutta, India, presented at 13th International Conference on VLSI Design, Calcutta, India, 03 January 2000 - 07 January 2000

Roop PS; Sowmya A; Ramesh S, 2000, 'Automated component adaptation by forced simulation', in 5th Australasian Computer Architecture Conference, Canberra, presented at 5th Australasian Computer Architecture Conference, Canberra, 03 January 2000

Roop PS; Sowmya A; Mormanis GC; Baldwin S, 1999, 'Application of CFSMcharts for modelling real-time and industrial embedded systems', in Wang CM; Lee KH; Ang KK (eds.), APCOM 1999: 4th Asia-Pacific Conference on Computational Mechanics, Singapore, pp. 93 - 100, presented at APCOM 99: 4th Asia-Pacific Conference on Computational Mechanics, Singapore, 15 December 1999 - 17 December 1999

Crasta D; Roop PS; Sowmya A, 1999, 'Compiling CFSMCharts Specifcations To Esterel', in 5th Australasian Conference On Parallel And Real Time Systems, Melbourne, presented at 5th Australasian Conference On Parallel And Real Time Systems, Melbourne, 01 November 1999


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