Select Publications

by Professor Arcot Sowmya

Books

Sowmya A; Zrimec T, (eds.), 2002, Proceedings of the ICML-2002 Workshop on Machine Learning in Computer Vision, University of New South Wales, Sydney

Sowmya A; Park J, (eds.), 2001, Distributed computer control systems 2000, Los Alimitos, Los Alimitos

Book Chapters

Trinder JC; Sowmya A, 2009, 'Towards automation of information extraction from aerial and satellite images', in Li D; Shan J; Gong J (ed.), Geospatial technology for Earth Observation, Springer, New York, pp. 289 - 328

Trinder JC; Wang Y; Sowmya A; Palhang M, 1997, 'Artificial Intelligence Methods in 3D Feature Extraction', in Automatic Extraction of Man-Made Objects from Aerial and Space Images (II), Birkhauser Verlag, Basel, Switzerland, pp. 257 - 266

Trinder JC; Wang Y; Sowmya A; Palhang M, 1997, 'Artificial Intelligence in 3D Feature Extraction', in Automatic Extraction of Man-Made Objects from Aerial and Space Images (II), Birkhauser Verlag, Basel, Switzerland, pp. 257 - 266

Sowmya A, 1995, 'A cognitive approach to autonomous mobile robot development', in Perspectives on cognitive science: theories, experiments, and foundations, Ablex Publishing Corporation, Norwood, New Jersey, pp. 181 - 187

Journal articles

Zhou J; Semenovich D; Sowmya A; Wang J, 2014, ' Dictionary learning framework for fabric defect detection', Journal of the Textile Institute, vol. 105, no. 3, pp. 223 - 234, http://dx.doi.org/10.1080/00405000.2013.836784

Zhou J; Wang J; Semenovich D; Sowmya A, 2014, 'Dictionary learning framework for fabric defect detection', Journal of the Textile Institute, vol. 105, no. 3, pp. 223 - 234, http://dx.doi.org/10.1080/00405000.2013.836784

Vo KT; Sowmya A, 2010, 'Multiple kernel learning for classification of diffuse lung disease using HRCT lung images.', Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference, vol. 2010, pp. 3085 - 3088

Vo KT; Sowmya A, 2009, 'Directional Multi-scale Modeling of High-Resolution Computed Tomography (HRCT) Lung Images for Diffuse Lung Disease Classification', Lecture Notes in Computer Science 6038, vol. 5702/2009, pp. 663 - 671, http://www.springerlink.com/content/8281467741666k21/

Avnit K; D'silva V; Sowmya A; Ramesh S; Parameswaran S, 2009, ' Provably correct on-chip communication', ACM Transactions on Design Automation of Electronic Systems, vol. 14, no. 2, pp. 1 - 41, http://dx.doi.org/10.1145/1497561.1497562

Prasad MN; Sowmya A; Wilson P, 2009, 'Multi-level classification of emphysema in HRCT lung images', Pattern Analysis and Applications, vol. 12, no. 1, pp. 9 - 20

Prasad M; Sowmya A; Wilson P, 2009, ' Multi-level classification of emphysema in HRCT lung images', Pattern Analysis and Applications, vol. 12, no. 1, pp. 9 - 20, http://dx.doi.org/10.1007/s10044-007-0093-7

Prasad M; Sowmya A, 2008, 'Multi-level classification of emphysema in HRCT lung images using delegated classifiers.', Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention, vol. 11, no. Pt 1, pp. 59 - 66

Prasad M; Sowmya A; Wilson P, 2008, ' Automatic Detection of Bronchial Dilatation in HRCT Lung Images', Journal of Digital Imaging, vol. 21, no. S1, pp. 148 - 163, http://dx.doi.org/10.1007/s10278-008-9113-4

Prasad M; Sowmya A, 2008, 'Multi-level classification of emphysema in HRCT lung images using delegated classifiers', Lecture Notes in Computer Science, vol. 5241 LNCS, no. PART 1, pp. 59 - 66, http://dx.doi.org/10.1007/978-3-540-85988-8_8

Bourke T; Sowmya A, 2008, 'Automatically transforming and relating uppaal models of embedded systems', Embedded Systems Week 2008 - Proceedings of the 7th ACM International Conference on Embedded Software, EMSOFT 2008, pp. 59 - 68, http://dx.doi.org/10.1145/1450058.1450068

BOURKE T; SOWMYA A, 2005, ' FORMAL MODELS IN INDUSTRY STANDARD TOOLS: AN ARGOS BLOCK WITHIN SIMULINK', International Journal of Software Engineering and Knowledge Engineering, vol. 15, no. 02, pp. 389 - 395, http://dx.doi.org/10.1142/S0218194005002300

Rudrapatna M; Van M; Sowmya A; Wilson P, 2005, 'Knowledge-driven automated detection of Pleural Plaques and thickening in High Resolution CT of the lung', Lecture Notes in Computer Science, vol. 3565, pp. 270 - 285

D'silva V; Ramesh S; Sowmya A, 2005, ' Synchronous protocol automata: a framework for modelling and verification of SoC communication architectures', IEE Proceedings: Computers and Digital Techniques, vol. 152, no. 1, pp. 20 - 20, http://dx.doi.org/10.1049/ip-cdt:20045097

Roop PS; Sowmya A; Ramesh S; Guo H-F, 2004, ' Tabled logic programming based IP matching tool using forced simulation', IEE Proceedings: Computers and Digital Techniques, vol. 151, no. 3, pp. 199 - 199, http://dx.doi.org/10.1049/ip-cdt:20040502

Shamsheyeva A; Sowmya A, 2004, 'The anisotropic Gaussian kernel for SVM classification of HRCT images of the lung', Proceedings of the 2004 Intelligent Sensors, Sensor Networks and Information Processing Conference, ISSNIP '04, pp. 439 - 444

Prasad MN; Sowmya A, 2004, 'Detection of bronchovascular pairs on HRCT lung images through relational learning', 2004 2nd IEEE International Symposium on Biomedical Imaging: Macro to Nano, vol. 2, pp. 1135 - 1138

Prasad MN; Sowmya A, 2004, 'Multi-level emphysema diagnosis of HRCT lung images in an incremental framework', Proceedings of SPIE - The International Society for Optical Engineering, vol. 5370 I, pp. 42 - 50, http://dx.doi.org/10.1117/12.533943

Roop PS; Sowmya A; Ramesh S, 2001, ' Forced simulation: A technique for automating component reuse in embedded systems', ACM Transactions on Design Automation of Electronic Systems, vol. 6, no. 4, pp. 602 - 628, http://dx.doi.org/10.1145/502175.502185

Sowmya A; Trinder J, 2000, ' Modelling and representation issues in automated feature extraction from aerial and satellite images', ISPRS Journal of Photogrammetry and Remote Sensing, vol. 55, no. 1, pp. 34 - 47, http://dx.doi.org/10.1016/S0924-2716(99)00040-4

Sowmya A; Trinder JC, 2000, 'Modelling & Representation Issues in Photogrammetry, Remote Sensing & Machine Vision', ISPRS Journal of Photogrammetry and Remote Sensing, pp. 34 - 47

Sowmya A; Ramesh S, 1998, ' Extending statecharts with temporal logic', IEEE Transactions on Software Engineering, vol. 24, no. 3, pp. 216 - 231, http://dx.doi.org/10.1109/32.667880

Ahmed N; Sowmya A, 1997, 'A blackboard architecture of control for AutoLab', Proceedings of SPIE - The International Society for Optical Engineering, vol. 3208, pp. 471 - 482, http://dx.doi.org/10.1117/12.290318

Sowmya A, 1993, ' A statecharts-based specification and verification of real-time job scheduling systems', Control Engineering Practice, vol. 1, no. 1, pp. 107 - 114, http://dx.doi.org/10.1016/0967-0661(93)92108-G

Rao KS; Sowmya A; Mohan BK; Venkatachalam P; Ahmed N; Karale RL; Narula KK, 1986, ' Computer-aided brightness temperature map of Indian subcontinent-inference on soil moisture variations', Remote Sensing of Environment, vol. 20, no. 2, pp. 195 - 207, http://dx.doi.org/10.1016/0034-4257(86)90023-4

Rao KS; Venkatachalam P; Sowmya A; Kandya AK; Majumdar TJ, 1984, 'Capability of Bhaskara-II satellite microwave radiometer brightness temperature data to discriminate soil moisture conditions of Indian landmass.', Remote sensing from satellites, pp. 91 - 96

Rao KS; Nageshwar Rao SB; Nizam A; Mohan BK; Sowmya A; Venkatachalam P, 1984, 'CAPABILITY OF INDIAN SATELLITE BHASKARA TV-DATA TO IDENTIFY LAND FEATURES.', Proceedings of the International Symposium on Remote Sensing of Environment, vol. 2, pp. 759 - 763

Rao KS; Venkatachalam P; Sowmya A; Kandya AK; Majumdar TJ, 1984, ' Capability of Bhaskara-II satellite microwave radiometer brightness temperature data to discriminate soil moisture conditions of Indian landmass', Advances in Space Research, vol. 4, no. 11, pp. 91 - 96, http://dx.doi.org/10.1016/0273-1177(84)90396-X

Conference Papers

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, pp. 344 - 349, presented at IEEE Computer Society Annual Symposium on VLSI, Tampa, Florida, USA, 9 - 11 July 2014, http://dx.doi.org/10.1109/ISVLSI.2014.64

Liu Y; Sowmya, (eds.), 2014, 'Human Action Description Based on Temporal Pyramid Histograms', in ICPRAM 2014 - Proceedings of the 3rd International Conference on Pattern Recognition Applications and Methods, presented at International Conference on Pattern Recognition Applications and Methods (ICPRAM 2014), Angers, Loire Valley, France, 6 - 8 March 2014, http://dx.doi.org/10.5220/0004825206290636

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 - 18 January 2013, http://dx.doi.org/10.1109/WACV.2013.6475037

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

Hosseini M; Sowmya A; Vallotton P; Bednarz T, 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, presented at , http://dx.doi.org/10.1145/2534329.2534366

Zhang B; Cai; Sowmya, (ed.), 2013, 'ROBUST HUMAN APPEARANCE MATCHING ACROSS MULTI-CAMERAS', in 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 - 18 September 2013, http://dx.doi.org/10.1109/ICIP.2013.6738458

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, pp. 2142 - 2147, presented at 2013 IEEE International Conference on Robotics and Biomimetics (ROBIO), Shenzhen, China, 12 - 14 December 2013, http://dx.doi.org/10.1109/ROBIO.2013.6739786

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, presented at , http://dx.doi.org/10.1109/EMBC.2013.6610259

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, presented at , http://dx.doi.org/10.1109/ICCVW.2013.35

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, presented at , http://dx.doi.org/10.1063/1.4825019

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

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, presented at , http://dx.doi.org/10.1109/DICTA.2013.6691502

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), presented at 2013 20th IEEE International Conference on Image Processing (ICIP 2013), Melbourne, 15 - 18 September 2013, http://dx.doi.org/10.1109/ICIP.2013.6738244

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 - 21 August 2012, http://dx.doi.org/10.1109/ISVLSI.2012.31

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, 5 - 7 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, 1 January 2011


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