By Professor Arcot Sowmya

Conference Papers

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, 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, 8th Pacific Rim International Conference on Artificial Intelligence, 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, 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, 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, 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, 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, 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, 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), 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), 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, 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, 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://www.isprs.org/proceedings/XXXIII/congress/part3/882_XXXIII-part3.pdf

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 Mohammadian M (ed.), Advances in Intelligent Systems: Theory and Application, AISTA 2000, I O S PRESS, Canberra, pp. 308 - 313, presented at Advances in Intelligent Systems: Theory and Application, AISTA 2000, Canberra, 02 February 2000 - 04 February 2000, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000165948100049&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a

Roop PS; Sowmya A; Ramesh S, 2000, 'Automatic Component Matching using Forced Simulation', in 3th International Conference on VLSI Design, 13th 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, pp. 74 - 81, presented at 5th Australasian Computer Architecture Conference, Canberra, 03 January 2000, http://dx.doi.org/10.1109/ACAC.2000.824326

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, APCOM 99: 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, 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

Trinder JC; Nachimuthu A; Wang Y; Sowmya A; Singh S, 1999, 'Artificial intelligence techniques for road recognition', in ISPRS Commission Reports, International Society for Photogrammetry and Remote Sensing, United Kingdom, presented at Automatic Extraction of GIS objects from Digital Imagery, Munich, Germany, 08 September 1999 - 10 September 1999

Sowmya A; Treadgold NK, 1999, 'RAIL: Extracting road segments from aerial images using machine learning', in Zrimec T (ed.), ICML 99 Workshop on Learning in Vision, ICML 99 Workshop on Learning in Vision, Bled, Slovenia, pp. 8 - 19, presented at ICML 99 Workshop on Learning in Vision, Bled, Slovenia, 30 June 1999

Palhang M; Sowmya A, 1999, 'Learning Discriminatory and Descriptive Rules by an Inductive Logic Programming System', in Bratko I; Dzeroski S (ed.), 16th International Conference Machine Learning, MORGAN KAUFMANN PUB INC, Bled, Slovenia, pp. 288 - 297, presented at 16th International Conference Machine Learning, Bled, Slovenia, 27 June 1999 - 30 June 1999, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000178755300031&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a

Treadgold NK; Kaggoda M; Sowmya A, 1999, 'Digital Map Comparison using Spatial reasoning', in NSF International Workshop on Integrated Spatial Databases:Digital Images and GIS, NSF International Workshop on Integrated Spatial Databases:Digital Images and GIS, Portland, Oregon, USA, pp. 12 - 15, presented at NSF International Workshop on Integrated Spatial Databases:Digital Images and GIS, Portland, Oregon, USA, 14 June 1999 - 16 June 1999

Palhang M; Sowmya A, 1999, 'Feature Extraction: Issues, New Features, and Symbolic Representation', in 3rd International Conference on Visual Information Systems, Amsterdam, Netherlands, pp. 418 - 427, presented at 3rd International Conference on Visual Information Systems, Amsterdam, Netherlands, 02 June 1999 - 04 June 1999

Park SS; Sowmya A, 1998, 'Autonomous robot navigation by active visual motion analysis and understanding', in Katsushi Ikeuchi (ed.), MVA 1998 IAPR Workshop on Machine Vision Applications, MVA `98 IAPR Workshop on Machine Vision Applications, Makuhari, Chiba Japan, pp. 38 - 41, presented at MVA `98 IAPR Workshop on Machine Vision Applications, Makuhari, Chiba Japan, 17 November 1998 - 19 November 1998

Peters MW; Sowmya A, 1998, 'Integrated techniques for self-organisation, sampling, habituation, and motion-tracking in visual robotics applications.', in Katsushi Ikeuchi (ed.), MVA 1998 IAPR Workshop on Machine Vision Applications, MVA `98 IAPR Workshop on Machine Vision Applications, Makuhari, Chiba Japan, pp. 199 - 202, presented at MVA `98 IAPR Workshop on Machine Vision Applications, Makuhari, Chiba Japan, 17 November 1998 - 19 November 1998

Roop PS; Sowmya A; Mormanis GC; Baldwin SS, 1998, 'Application of CFSMcharts for modelling real-time and industrial embedded systems', in DePaoli F; MacLeod IM (ed.), DISTRIBUTED COMPUTER CONTROL SYSTEMS 1998, PERGAMON PRESS LTD, ITALY, COMO, pp. 91 - 98, presented at 15th IFAC Workshop on Distributed Computer Control Systems, ITALY, COMO, 09 September 1998 - 11 September 1998, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000084434700015&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1

Peters MW; Sowmya A, 1998, 'A Real-time Variable Sampling Technique: DIEM', in Jain AK; Venkatesh S; Lovell BC (eds.), International Conference on Pattern Recognition, IEEE COMPUTER SOC, Brisbane, Qld, pp. 316 - 321, presented at International Conference on Pattern Recognition 1998, Brisbane, Qld, 16 August 1998 - 20 August 1998, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000075882100081&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a

Brennan J; Sowmya A; Brennan , 1998, 'Satellite Image Interpretation Using Spatial Reasoning', in ARSPC (ed.), 9th 9th ARSPC: Australasian Remote Sensing and Photogrammetry Conference, 9th ARSPC: Australasian Remote Sensing and Photogrammetry Conference, University of New South Wales, Sydney, pp. CDROM - CDROM, presented at 9th ARSPC: Australasian Remote Sensing and Photogrammetry Conference, University of New South Wales, Sydney, 22 July 1998 - 24 July 1998

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