| School of Computer Science and Engineering (CRICOS Provider No. 00098G)

Arcot Sowmya's Information Page

Arcot Sowmya

Professor & Teaching Committee Chair

Research Areas
To update this page please go to myCSE.
Office:	K17 412E
Phone:	+61 2 9385 6933 (Internal: x56933)
Fax:	+61 2 9385 5995 (Internal: x55995)
Email:
Mail:	School of Computer Science and Engineering The University of New South Wales Sydney 2052, Australia
	Computer Vision Learning in Vision Medical Image Interpretation Satellite and Aerial Image Interpretation Visual Robotics and Robotic Vision and Control Concurrent Real-Time and Distributed Systems Reuse Techniques in VLSI/SoC Vision and ControlSoftware Engineering
Publications
	Multi-Level Classification Of Emphysema In Hrct Lung Images M Prasad, A Sowmya, Pattern analysis and applications, . Springer Verlag, London, 2007
	Level Learning Set: A Novel Classifier Based On Active Contour Models X Cai, A Sowmya, Machine learning: ECML 2007, J. Kok, et al.. Springer Verlag, Heidelberg, D-69121, Germany, Berlin/Heidelberg, 2007, pp. 79 - 90
	An Adaptive Formal Model For Web Services Protocols P Ramsokul, A Sowmya, 2nd international conference on internet and web applications and services, Proceedings, . IEEE computer society, Piscataway, NJ, USA, 2007, pp. 40 - 45
	A Test Bed For Web Services Protocols P Ramsokul, A Sowmya, S Ramesh, 2nd international conference on internet and web applications and services, Proceedings, . IEEE computer society, Piscataway, NJ, USa, 2007, pp. 16 - 21
	Learning Parameter Tuning For Object Extraction X Cai, A Sowmya, J Trinder, Computer vision, ACCV 2006, D. Narayanan et al.. Springer, Berlin/Heidelberg, Germany, 2006, pp. 868 - 877
	Incremental Learning For Segmentation In Medical Images A Misra, A Sowmya, P Compton, IEEE international symposium on biomedical imaging, Proceedings, E. Meijering. IEEE, USA, 2006, pp. 1360 - 1363
	Feature Weighted Minimum Distance Classifier With Multi-Class Confidence Estimation M Rudrapatna, A Sowmya, Lecture Notes in Artificial Intelligence LNAI Volume 4304: AI 2006: Advances in Artificial Intelligence, Abdul Sattar and Byeong-Ho Kang. Springer, Germany, 2006, pp. 253 - 263
	Automatic Detection Of Tram Tracks On Hrct Images M Rudrapatna, P Amaratunga, M Prasad, A Sowmya, P Wilson, 2006 IEEE International Conference on Image Processing Proceedings, Monson Hayes. IEEE Signal Processing Society, Piscataway, NJ, USA, 2006, pp. 885 - 888
	Aseha: A Framework For Modelling And Verification Of Web Services Protocols P Ramsokul, A Sowmya, 4th IEEE international conference on software engineering and formal methods, Proceedings, D. Hung, P. Pandya. IEEE computer society, Los Alamitos, CA, USA, 2006, pp. 196 - 205
	Active Contour With Neural Networks-Based Information Fusion Kernel X Cai, A Sowmya, Lecture Notes in Computer Science, King et al. Springer, Berlin/Heidelberg, 2006, pp. 324 - 333
	A Timing Model For Synchronous Language Implementations In Simulink T Bourke, A Sowmya, Proc. 6th ACM & IEEE Int. Conf. on Embedded Software, Sang Lyul Min, Wang Yi. ACM, New York, USA, 2006, pp. 93 - 101
	A Sniffer Based Approach To Ws Protocols Conformance Checking P Ramsokul, A Sowmya, International symposium on prallel and dsitributed computing, Proceedings, D. Petcu, et al. IEEE computer society, Los Alamitos, CA, USA, 2006, pp. 58 - 65
	Synchronous Protocol Automata: A Framework For Modelling And Verification Of Soc Communication Architectures V D'Silva, S Ramesh, A Sowmya, IEEE Proceedings-Computers and Digital Techniques, . Ieee-Inst Elec Eng, Hertford, England, 2005, pp. 20 - 27
	Support Vector Machine Experiments For Road Recognition In High Resolution Images J Lai, A Sowmya, J Trinder, Machine learning and data mining in pattern recognition, . Springer-Verlag Berlin, Berlin, 2005, pp. 426 - 436
	Learning To Recognise Road From High Resolution Remotely Sensed Images X Cai, A Sowmya, J Trinder, Proceedings of the 2005 intelligent sensors, sensor networks & information processing conference, . IEEE, USA, 2005, pp. 307 - 312
	Knowledge-Driven Automated Detection Of Pleural Plaques And Thickening In High Resolution Ct Of The Lung M Rudrapatna, V Mai, A Sowmya, P Wilson, Information processing in medical imaging, proceedings, . Springer-Verlag Berlin, Berlin, 2005, pp. 270 - 285
	Formal Models In Industry Standard Tools: An Argos Block Within Simulink T Bourke, A Sowmya, International Journal of Software Engineering and Knowledge Engineering, . World Scientific Publ Co Pte Ltd, Singapore, 2005, pp. 389 - 395
	Tuning Kernel Function Parameters Of Support Vector Machines For Segmentation Of Lung Disease Patterns In High-Resolution Computed Tomography Images (None HERDC) A Shamsheyeva, A Sowmya, Progress in Biomedical Optics and Imaging - Medical Imaging 2004: Imaging Processing; Proceedings of SPIE - The International Society for Optical Engineering, . , 2004, pp. 1548 - 1557
	The Anisotropic Gaussian Kernel For Svm Classification Of Hrct Images Of The Lung A Shamsheyeva, A Sowmya, Proceedings of the 2004 Intelligent Sensors, Sensor Networks and Information Processing Conference, M Bhaskar, Krishnamachari, Arcot Sowmya, Subhash Challa. IEEE Computer Society, Piscataway, NJ, USA, 2004, pp. 439 - 444
	Tabled Logic Programming Based Ip Matching Tool Using Forced Simulation P Roop, A Sowmya, S Ramesh, H Guo, IEE Proceedings Computers and Digital Techniques, S.Govan. IEE, UK, 2004, pp. 199 - 288
	Synchronous Protocol Automata: A Framework For Modelling And Verification Of Soc Communication Architectures V D'Silva, S Ramesh, A Sowmya, Proceedings Design, Automation and Test in Europe Conference and Exhibition, Vol.I, J.Figueras, G.Gielen. IEEE, Piscataway, NJ, 2004, pp. 390 - 395
	Multi-View Learning For Bronchovascular Pair Detection M Prasad, A Sowmya, Proceedings of the 2004 Intelligent Sensors, Sensor Networks and Information Processing Conference, . IEEE, Australia, 2004, pp. 587 - 592
	Multi-Level Emphysema Diagnosis In Hrct Lung Images Through Robust Multi-View And Meta Learning M Prasad, A Sowmya, ACCV 2004, K. S. Hong, Z. Zhabg. IEEE, South Korea, 2004, pp. 937 - 942
	Multi-Class Unsupervised Classification With Label Correction Of Hrct Lung Images M Prasad, A Sowmya, Proceedings International Conference on Intelligent Sensing and Information Processing, . IEEE, India, 2004, pp. 51 - 55
	Lung Disease Detection Using Frequency Spectrum Analysis C Wang, M Rudrapatna, A Sowmya, Proceedings, Fourth Indian Conference on Computer Vision, Graphics and Image Processing, B.Chanda, S.Chandran, L.Davis. Allied Publishers Private Limited, Chennai, India, 2004, pp. 485 - 489
	Lmik - Learning Medical Image Knowledge: An Internet-Based Medical Image Knowledge Acquisition Framework M Rudrapatna, A Sowmya, T Zrimec, P Wilson, G Kossoff, P Lucas, J Wong, A Misra, S Busayarat, Electronic Imaging Science & Technology - IS&T/SPIE's 16th Annual Symposium, Edward J Delp III, Ping W Wong. SPIE and IS&T, USA, 2004, pp. 307 - 318
	Incremental Learning Of Control Knowledge For Lung Boundary Extraction A Misra, A Sowmya, P Compton, Proceedings of the Pacific Knowledge Acquisition Workshop 2004, B. Kang, et al.. PRICAI, Auckland, New Zealand, 2004, pp. 211 - 225
	Feature Subset Selection Using Ica For Classifying Emphysema In Hrct Images M Prasad, A Sowmya, I Koch, ICPR 2004, J. Kittler, M. Pretrou, M. Nixon. IEEE, UK, 2004, pp. 515 - 519
	Efficient Feature Selection Based On Independent Component Analysis M Prasad, A Sowmya, I Koch, Proceedings of the 2004 Intelligent Sensors, Sensor Networks and Information Processing Conference, . IEEE, Australia, 2004, pp. 427 - 432
	Detection Of Bronchovascular Pairs On Hrct Lung Images M Prasad, A Sowmya, IEEE International Symposium on Biomedical Imaging, . IEEE, USA, 2004, pp. 1135 - 1138
	Bridge Over Troubled Wrappers: Automatic Interface Synthesis V D'Silva, S Ramesh, A Sowmya, Proceedings of the 17th International Conference on VLSI Design, A.N.Chandorkar, D.Sharma, S.T.Chakradar. IEEE, Piscataway, NJ, 2004, pp. 189 - 194
	Automatic Lung Segmentation: A Comparison Of Anatomical And Machine Learning Approaches A Misra, M Rudrapatna, A Sowmya, Proceedings of the 2004 Intellignet Sensors, Sensor Networks and Information Processing Conference, M Palaniswami Bhaskar, Krishnamachari, Arcot Sowmya, Subhash Challa. IEEE Computer Society, Piscataway,NJ,USA, 2004, pp. 451 - 456
	Automatic Detection Of Hilum And Parenchymal Bands On Hrct Lung Images M Rudrapatna, A Sowmya, P Wilson, Proceedings of the 2004 IEEE Conference on Cybernetics and Intelligent Systems, Shuzhi Sam Ge, Kay Chen Tan. IEEE Computer Society, Piscataway, NJ, USA, 2004, pp. 768 - 773
	An Approach To Appearance-Based Simultaneous Localization And Map Building (Slam) C Lee, A Sowmya, Proceedings of the 2004 IEEE Conference on Robotics, Automation and Mechatronics, ShuZhi Sam Ge, Danwei Wang. IEEE, Peacataway, New Jersey, 2004, pp. 857 - 862
	Recent Progress On Rail: Automating Clustering And Comparison Of Multiple Classification Techniques On High Resolution Remotely Sensed Imagery A Chen, A Sowmya, Proc ICML-2002 Workshop Machine Learning in Computer Vision, A. Sowmya; T. Zrimec. The University of New South Wales, Sydney, 2002, pp. 1 - 8
	Proceedings Of The Icml-2002 Workshop On Machine Learning In Computer Vision A Sowmya, T Zrimec, , Arcot Sowmya; Tatjana Zrimec. University of New South Wales, Sydney, 2002
	K-Time Forced Simulation: A Formal Verification Technique For Ip Reuse A Sowmya, Proc 20th International Conference on Computer Design, Ken Shepard;Y Manoli. IEEE Computer Society Press, Los Alamitos, California, 2002, pp. 50 - 55
	Inductive Clustering: Automating Low-Level Segmentation In High Resolution Images A Sowmya, J Trinder, Inter. Archives of Photogrammetry, Remote Sensing and Spatial Information Services Vol 34A Pt 3, R.Kalliany and F.Leberl. Institute for Computer Graphics and Vision, Graz Technical Univ. Austria, Graz, Austria, 2002
	Design Of A Mobile Robot Controller Using Esterel Tools A Sowmya, Synchronous Languages, Applications, and Programming ELNCS, F. Maraninchi; A. Girault; E. Rutten. Elsevier Science B. V., Electronic Notes in Theoretical Computer Science, Vol 65, No 5, 2002, pp. 1 - 8
	A Comparartive Evaluation Of Road Classification Techniques For High Resolution Imagery A Sowmya, Proceedings of the 2nd Pattern Recognition for Remote Sensing Workshop PRRS 2002, Maria Petrou. BMVA Press, UK, 2002, pp. 13 - 17
	Visim: Information Retrieval And Low Lung Boundary Detection And Low Level Feature Extraction And Analysis From Hrct Images A Sowmya, P Chiu, VISIM: Information Retrieval and Exploration in Large Medical Image Collections, Sennay Ghebreab, A.W.M. Smeulders, J.S. Duncan. University of Amsterdam, Amsterdam, 2001, pp. 25 - 28
	Forced Simulation: A Technique For Automating Component Reuse In Embedded Systems P Roop, A Sowmya, S Ramesh, ACM Transactions on Design Automation of Electronic Systems, . Association for Computing Machinery, New York, 2001, pp. 602 - 628
	Distributed Computer Control Systems 2000 A Sowmya, J Park, , . Los Alimitos, Los Alimitos, 2001
	A Formal Approach To Component Based Development Of Synchronous Programs P Roop, A Sowmya, S Ramesh, Proceedings ASP-DAC 2001 Asia and South Pacific Design Automation Conference 2001, Hiroto Yasuura; Ravi Pai. IEEE, NJ, USA, 2001, pp. 421 - 424
	Road Extraction From High Resolution Images By Composite Learning C Teoh, A Sowmya, S Bandyopadhyay, Proceedings of International Conf. Advances in Intelligent Systems: Theory and Applications, AISTA 2000, . IOS Press, Amsterdam, 2000, pp. 308 - 313
	Motion-Based Visual Object Extraction In Video J Jin, S Nitsuwat, A Sowmya, Proceedings of The 5th Joint Conference on Information Sciences, . Elvier, USA, 2000, pp. 681 - 684
	Modelling And Representational Issues In Automated Feature Extraction From Aerial And Satellite Images A Sowmya, J Trinder, Journal of International Society for Photogrammetry and Remote Sensing, . Elsevier Science, Amsterdam, 2000, pp. 34 - 47
	Modelling & Representation Issues In Photogrammetry, Remote Sensing & Machine Vision A Sowmya, J Trinder, ISPRS Journal of Photogrammetry & Remote Sensing, . Elsevier Science, The Netherlands, 2000, pp. 34 - 47
	Junction Extraction From High Resolution Images By Composite Learning C Teoh, A Sowmya, Intl Archives of Photogrammtery and Remote Sensing Vol. XXXII, Part B3., . GITC bv, The Netherlands, 2000, pp. 882 - 888
	Intradomain Bandwidth Management In Differentiated Services Network S Jha, P Roop, A Sowmya, Proceedings of the 25th Annual IEEE Conference on Local Computer Networks (LCN), . IEEE Computer Society Press, Los Alamitos, California, 2000, pp. 326 - 327
	Genetic Classifier For Extracting Road Segments S Bandyopadhyay, A Sowmya, U Maulik, Proceedings of the International Conference on Communications, Computers and Devices ICCCD-2000, . Allied Publishers Ltd, Calcutta, 2000, pp. 455 - 458
	Developing A Domain-Specific Document Retrieval Mechanism A Sowmya, P Roop, Proceedings of the 6th Pacific Knowledge Acquisition Workshop, . The University of New South Wales, Sydney, 2000, pp. 189 - 203
	Automatic Component Matching Using Forced Simulation P Roop, A Sowmya, S Ramesh, Proceedings of the 13th International Conference on VLSI Design, . IEEE Computer Society Press, Los Alamitos, CA, 2000, pp. 64 - 69
	Automated Component Adaptation By Forced Simulation P Roop, A Sowmya, S Ramesh, Proc 5th Australasian Computer Architecture Conference, Australian Computer Science Communications, Vol. 22, No. 4, . IEEE Computer Science Society, Los Alamitos, California, 2000, pp. 74 - 81,
	Apm: Asynchronous Performance Measurement For The Internet A Sowmya, P Roop, Proceedings of APCC 2000, . National Korea University Press, Seoul, Korea, 2000, pp. 352 - 356
	An Efficient Distributed Algorithm For Computing Association Rules A Sowmya, X Lin, C Tsang, Web-Age Information Management, . LNCS 1846, Springer, Germany, 2000, pp. 109 - 120
	An Access Control Model For Simplifying Constraint Expression A Sowmya, T Jaeger, Proc. of the 7th ACM Conf. on Computer and Communications Security, . ACM Press, USA, 2000, pp. 154 - 163
	A New Approach For The Incremental Development Of Adaptation Functions A Hoffmann, A Sowmya, Advances in Case-Based Reasoning, . Springer-Verlag, Berlin, Germany, 2000, pp. 260 - 272
	Rail: Extracting Road Segments From Aerial Images Using Machine Learning A Sowmya, N Treadgold, Proc. ICML 99 Workshop on Learning in Vision, . J. Stefan Institute, Ljubljana, 1999, pp. 8 - 19
	Learning Discriminatory And Descriptive Rules By An Inductive Logic Programming System M Palhang, A Sowmya, Proc. 16th Intl Conf. Machine Learning ICML 99, . Morgan Kaufmann, San Francisco, California, 1999, pp. 288 - 297
	Feature Extraction: Issues, New Features, And Symbolic Representation M Palhang, A Sowmya, Visual Information and Information Systems, . Springer Verlag, Berlin, 1999, pp. 418 - 426
	Digital Map Comparison Using Spatial Reasoning N Treadgold, M Kaggoda, A Sowmya, Proc NSF Intl Workshop on Integrated Spatial Databases:Digital Images and GIS, . National Center for Geographic Information and Ana, Portland, Maine, 1999, pp. 12 - 15
	Compiling Cfsmcharts Specifcations To Esterel D Crasta, P Roop, A Sowmya, The 5th Australasian Conference On Parallel And Real Time Systems, . Springer Verlag, Singapore, 1999, pp. 298 - 309
	Artificial Intelligence Techniques For Road Recognition J Trinder, A Nachimuthu, Y Wang, A Sowmya, S Singh, ISPRS Conference - ISPRS Conference - Int Archive of Photogrammetry & Remote Sensing, Vol 32, Part 3-2W5, . Int Society for Photogrammetry & Remote Sensing, Munich, Germany, 1999, pp. 113 - 120
	Application Of Cfsmcharts For Modelling Real-Time And Industrial Embedded Systems P Roop, A Sowmya, G Mormanis, S Baldwin, Proceedings of 15th IFAC Workshop Distributed Computer Control Systems, . Elsevier science, Oxford, U. K., 1999, pp. 93 - 100
	Satellite Image Interpretation Using Spatial Reasoning J Brennan, A Sowmya, 9th Australasian Remote Sensing and Photogrammetry Conference, . Causal Productions Pty Ltd, Rundle Mall, South Australia 5000, 1998, p. CDROM
	Rail: Road Recognition From Aerial Images Using Inductive Learning S Singh, A Sowmya, Proceedings of ISPRS Commission III Symposium Object Recognition and Scene Classification from multispectral and multisensor pixels, . ISPRS Commission III, Coulmbus, Ohio, USA, 1998, pp. 367 - 378
	Integrated Techniques For Self-Organisation, Sampling, Habituation, And Motion-Tracking In Visual Robotics Applications. M Peters, A Sowmya, Proceedings of Machine Vision Applications '98, . International Association of Pattern Recognition, Toyko, Japan, 1998, pp. 199 - 202
	Hidden Time Model For Specification And Verification Of Embedded Systems P Roop, A Sowmya, Proceedings of 10th Euromicro Workshop on Real-Time Systems, . IEEE Computer Society Press, Los Alamitos, California, 1998, pp. 98 - 105
	Extending Statecharts With Temporal Logic A Sowmya, S Ramesh, IEEE Transactions on Software Engineering, . IEEE Computer Society, USA, 1998, pp. 216 - 231
	Autonomous Robot Navigation By Active Visual Motion Analysis And Understanding S Park, A Sowmya, Proceedings of MVA '98 IAPR Workshop on Machine Vision Applications, . IAPR MVA, Japan, 1998, pp. 38 - 41
	A Real-Time Variable Sampling Technique: Diem M Peters, A Sowmya, Proceedings of International Conference on Pattern Recognition, . IEEE1394, USA, 1998, pp. 316 - 321
	Two Stage Learning, Two Stage Recognition M Palhang, A Sowmya, Poster Proceedings of 10th Australian Joint Conference on AI, . Australian Computer Society, Perth, 1997, pp. 191 - 196
	Functional Decomposition Of Composite Finite State Machines P Roop, A Sowmya, Proceedings of PART '97, . Springer Verlag, Singapore, 1997, pp. 422 - 433
	Classfying Object By A Functional Learning System M Palhang, A Sowmya, 2nd International Conference on Visual Information Systems, . Knowledge Systems Institute, San Diego USA, 1997, pp. 29 - 36
	Cfsmcharts: A New Language For Microprocessor Based System Design P Roop, A Sowmya, VLSI Design 98, . IEEE Computer Society, Los Alamitos CA, 1997, pp. 342 - 346
	Artificial Intelligence Methods In 3d Feature Extraction J Trinder, Y Wang, A Sowmya, M Palhang, Automatic Extraction of Man-made Objects from Aerial and Space Images, . Birkhauser Verlag, Basil Switzerland, 1997
	Learning Object Models From Real Images M Palhang, A Sowmya, Proceedings of Visual '96 Information Systems, . Victorian University of Technology, Melbourne, 1996, pp. 335 - 344
	Experiments With Foil To Induce Spatial Representations M Palhang, A Sowmya, Proceedings of PRICAI'96 Workshop on Inducing Complex Representaions, . Griffith University, Brisbane, 1996, pp. 53 - 64
	Design Of Distributed Control For Autolab A Sowmya, S Bajaj, S Rahesh, Proceedings of World Congress of International Federation of Automatic Control, . IFAC, San Francisco, 1996, pp. 285 - 290
	Automatic Model Building From Images For Multimedia Systems A Sowmya, M Palhang, Prodeedings of International Conference on Multimedia Modelling - Towards the Information Super Highway, . World Scientific, Singapore, 1996, pp. 355 - 370
	Active Vision And Adaptive Learning M Peters, A Sowmya, Proceedings of Intelligent Robots and Computer Vision XV: Alorithms, Techniques, Active Vision and Materials Handling, . SOIE, USA, 1996, pp. 412 - 424
	Control Design For Autolab Using The Reactive Paradigm S Bajaj, A Sowmya, S Ramesh, N Ahmed, 13th IFAC International Workshop on Distributed Computer Control Systems, . Elsevier Science, Oxford, UK, 1995, pp. 167 - 172
	A Cognitive Approach To Autonomous Mobile Robot Development A Sowmya, Perspectives on cognitive science: theories, experiments, and foundations, . Ablex Publishing Corporation, Norwood, New Jersey, 1995

To update this page please go to myCSE

###
Site maintained by webmistress@cse.unsw.edu.au
Please read the UNSW Copyright & Disclaimer Statement