By Professor Arcot Sowmya

Journal articles

Yang M; Sowmya A; Wei Z; Zheng B, 2020, 'Offshore Underwater Image Restoration Using Reflection-Decomposition-Based Transmission Map Estimation', IEEE Journal of Oceanic Engineering, 45, pp. 521 - 533, http://dx.doi.org/10.1109/JOE.2018.2886093

Ghaffari M; Sowmya A; Oliver R, 2020, 'Automated Brain Tumor Segmentation Using Multimodal Brain Scans: A Survey Based on Models Submitted to the BraTS 2012-2018 Challenges', IEEE Reviews in Biomedical Engineering, 13, pp. 156 - 168, http://dx.doi.org/10.1109/RBME.2019.2946868

Wang G; Sun C; Sowmya A, 2020, 'Cascaded Attention Guidance Network for Single Rainy Image Restoration', IEEE Transactions on Image Processing, 29, pp. 9190 - 9203, http://dx.doi.org/10.1109/TIP.2020.3023773

Wang G; Sun C; Sowmya A, 2020, 'Learning a Compact Vein Discrimination Model with GANerated Samples', IEEE Transactions on Information Forensics and Security, 15, pp. 635 - 650, http://dx.doi.org/10.1109/TIFS.2019.2924553

Wang G; Sun C; Sowmya A, 2020, 'Multi-Weighted Co-Occurrence Descriptor Encoding for Vein Recognition', IEEE Transactions on Information Forensics and Security, 15, pp. 375 - 390, http://dx.doi.org/10.1109/TIFS.2019.2922331

Gharleghi R; Samarasinghe G; Sowmya A; Beier S, 2020, '377 Machine Learning to Predict Hemodynamic Risk in Left Main Bifurcations', Heart, Lung and Circulation, 29, pp. S207 - S207, http://dx.doi.org/10.1016/j.hlc.2020.09.384

Rana P; Sowmya A; Meijering E; Song Y, 2020, 'Estimation of Three-Dimensional Chromatin Morphology for Nuclear Classification and Characterisation', , http://dx.doi.org/10.1101/2020.07.29.226498

Zong K; Sowmya A; Trinder J, 2019, 'Building change detection from remotely sensed images based on spatial domain analysis and Markov random field', Journal of Applied Remote Sensing, 13, http://dx.doi.org/10.1117/1.JRS.13.024514

Liu Y; Sowmya A; Khamis H, 2018, 'Single camera multi-view anthropometric measurement of human height and mid-upper arm circumference using linear regression', PLoS ONE, 13, http://dx.doi.org/10.1371/journal.pone.0195600

Zarepour E; Hosseini M; Kanhere SS; Sowmya A; Rabiee HR, 2017, 'Applications and Challenges of Wearable Visual Lifeloggers', Computer, 50, pp. 60 - 69, http://dx.doi.org/10.1109/MC.2017.82

Liu Y; Wang Y; Sowmya A; Chen F, 2016, 'Soft Hough Forest-ERTs: Generalized Hough Transform based object detection from soft-labelled training data', Pattern Recognition, 60, pp. 145 - 156, http://dx.doi.org/10.1016/j.patcog.2016.04.023

Pazokifard B; Sowmya A; Moses D, 2016, 'Automatic 3D modelling of human diaphragm from lung MDCT images', International Journal of Computer Assisted Radiology and Surgery, 11, pp. 767 - 776, http://dx.doi.org/10.1007/s11548-015-1298-7

Yang M; Sowmya A, 2015, 'An Underwater Color Image Quality Evaluation Metric', IEEE Transactions on Image Processing, 24, pp. 6062 - 6071, http://dx.doi.org/10.1109/TIP.2015.2491020

Pazokifard B; Sowmya A; Moses D, 2015, 'Automatic patient-customised 3D reconstruction of human costal cartilage from lung MDCT dataset', International Journal of Computer Assisted Radiology and Surgery, 10, pp. 465 - 472, http://dx.doi.org/10.1007/s11548-014-1086-9

Zhou J; Semenovich D; Sowmya A; Wang J, 2014, 'Dictionary learning framework for fabric defect detection', Journal of the Textile Institute, 105, pp. 223 - 234, http://dx.doi.org/10.1080/00405000.2013.836784

Yang M; Sowmya A, 2014, 'New image quality evaluation metric for underwater video', IEEE Signal Processing Letters, 21, pp. 1215 - 1219, http://dx.doi.org/10.1109/LSP.2014.2330848

Pazokifard B; Sowmya A, 2013, '3-D segmentation of human sternum in lung MDCT images', Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference, 2013, pp. 3351 - 3354, http://dx.doi.org/10.1109/EMBC.2013.6610259

Zong K; Sowmya A; Trinder J, 2013, 'Machine learning based urban change detection by fusing high resolution aerial images and lidar data', Communications in Computer and Information Science, 398 PART I, pp. 522 - 532, http://dx.doi.org/10.1007/978-3-642-45025-9_51

Massoudi A; Semenovich D; Sowmya A, 2012, 'Cell tracking and mitosis detection using splitting flow networks in phase-contrast imaging.', Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference, pp. 5310 - 5313

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, pp. 3085 - 3088

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, 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, 5702/2009, pp. 663 - 671, http://www.springerlink.com/content/8281467741666k21/

Prasad MN; Sowmya A; Wilson P, 2009, 'Multi-level classification of emphysema in HRCT lung images', Pattern Analysis and Applications, 12, pp. 9 - 20

Avnit K; D Silva V; Sowmya A; Ramesh S; Parameswaran S, 2009, 'Provably correct on-chip communication: A formal approach to automatic protocol converter synthesis', ACM Transactions on Design Automation of Electronic Systems, 14

Prasad M; Sowmya A, 2008, 'Multi-level classification of emphysema in HRCT lung images using delegated classifiers', Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 5241 LNCS, pp. 59 - 66, http://dx.doi.org/10.1007/978-3-540-85988-8_8

Prasad M; Sowmya A, 2008, 'Multi-level classification of emphysema in HRCT lung images using delegated classifiers', Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 5241 LNCS, pp. 59 - 66, http://dx.doi.org/10.1007/978-3-540-85988-8_8

Prasad MN; Sowmya A; Wilson PD, 2008, 'Automatic Detection of Bronchial Dilatation in HRCT Lung Images', Journal of Digital Imaging, 21, pp. S148 - S163

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

Prasad MN; Sowmya A, 2007, 'Multi-level classification of emphysema in HRCT lung images', Pattern Analysis and Applications

Rudrapatna M; Van Mai ; 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, 3565, pp. 270 - 285

Bourke TP; Sowmya A, 2005, 'Formal models in industry standard tools: An Argos block within simulink', International Journal of Software Engineering and Knowledge Engineering, 15, pp. 389 - 395

D Silva VV; Ramesh S; Sowmya A, 2005, 'Synchronous protocol automata: a framework for modelling and verification of SoC communication architectures', IEE Proceedings-Computers and Digital Techniques, 152, pp. 20 - 27

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, 2, pp. 1135 - 1138

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

Roop P; Sowmya A; Ramesh S; Guo H, 2004, 'Tabled Logic Programming based IP matching tool using forced simulation', IEE Proceedings-Computers and Digital Techniques, 151, pp. 199 - 288

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, pp. 602 - 628

Sowmya A; Park J, 2000, 'Foreword', IFAC Proceedings Volumes, 33, pp. iv - iv, http://dx.doi.org/10.1016/s1474-6670(17)36720-4

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

Sowmya A; Trinder JC, 2000, 'Modelling and Representational Issues in Automated Feature Extraction from Aerial and Satellite Images', Journal of International Society for Photogrammetry and Remote Sensing, pp. 34 - 47

Sowmya A; Ramesh S, 1998, 'Extending Statecharts with Temporal Logic', IEEE Transactions on Software Engineering, pp. 216 - 231

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

Sowmya A, 1994, 'Comparing RTL and FNLOG- timing properties in real-time systems', IFAC Proceedings Volumes, 27, pp. 113 - 117, http://dx.doi.org/10.1016/s1474-6670(17)45760-0

Sowmya A, 1993, 'A statecharts-based specification and verification of real-time job scheduling systems', Control Engineering Practice, 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, 20, pp. 195 - 207, http://dx.doi.org/10.1016/0034-4257(86)90023-4

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, 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, 4, pp. 91 - 96, http://dx.doi.org/10.1016/0273-1177(84)90396-X

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

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