By Professor Arcot Sowmya

Journal articles

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

Conference Papers

Philip ME; Erenbourg A; Singh S; Stevenson GN; Welsh AW; Sowmya A, 2025, 'Context-Aware LSTM for 3D Medical Image Localisation', in Proceedings International Symposium on Biomedical Imaging, http://dx.doi.org/10.1109/ISBI60581.2025.10980874

Aldausari N; Sowmya A; Mohammadi G, 2024, 'Multi-Head AdaIN Audio-to-Video Motion Style Transfer', Thailand, presented at IEEE International Conference on Robotics and Biomimetics, Thailand, 10 December 2024

Singh S; Stevenson G; Mian B; Welsh A; Sowmya A, 2024, 'Automatic Segmentation of Human Placenta from 3D Multimodal Ultrasound Data', in Proceedings 2024 25th International Conference on Digital Image Computing Techniques and Applications Dicta 2024, pp. 244 - 251, http://dx.doi.org/10.1109/DICTA63115.2024.00045

Guo Z; Javadi B; Singh S; Sowmya A, 2024, 'Masked-Enhanced Food Segment Anything Model for Automatic Dietary Intake Monitoring', in Proceedings 2024 25th International Conference on Digital Image Computing Techniques and Applications Dicta 2024, pp. 190 - 197, http://dx.doi.org/10.1109/DICTA63115.2024.00038

Mondol RK; Millar EKA; Sowmya A; Meijering E, 2024, 'MM-Survnet: Deep Learning-Based Survival Risk Stratification in Breast Cancer Through Multimodal Data Fusion', in Proceedings International Symposium on Biomedical Imaging, http://dx.doi.org/10.1109/ISBI56570.2024.10635810

Shanmugalingam K; Sowmya A; Moses D; Meijering E, 2024, 'Prostate Segmentation Using Multiparametric and Multiplanar Magnetic Resonance Images', in Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, pp. 217 - 226, http://dx.doi.org/10.1007/978-3-031-45673-2_22

Xu H; Su X; Sowmya A; Katz I; Wang D, 2024, 'SCD-NAS: Towards Zero-Cost Training in Melanoma Diagnosis', in Proceedings IEEE International Conference on Multimedia and Expo, http://dx.doi.org/10.1109/ICME57554.2024.10687537

Chong D; Singh S; Sowmya A, 2024, 'Spectrogram-Based Imagification Applying Deep Learning on Omics Data', in Proceedings 2024 25th International Conference on Digital Image Computing Techniques and Applications Dicta 2024, pp. 477 - 484, http://dx.doi.org/10.1109/DICTA63115.2024.00076

Zhang S; Gharleghi R; Singh S; Sowmya A; Beier S, 2023, 'Assessing Encoder-Decoder Architectures for Robust Coronary Artery Segmentation', in Bailey D; Punchihewa A; Paturkar A (eds.), Proceedings of the 2023 38th International Conference Image and Vision Computing New Zealand (IVCNZ), IEEE, Palmerston North, New Zealand, presented at IVCNZ 2023 Image and Vision Computing, Palmerston North, New Zealand, 29 November 2023 - 30 November 2023, http://dx.doi.org/10.1109/IVCNZ61134.2023.10343804

Gan PZ; Sowmya A; Mohammadi G, 2023, 'CLIP-based Model for Effective and Explainable Apparent Personality Perception', Canada, presented at Proceedings of ACM Conference on Multimedia Workshops, Canada, 30 October 2023, http://dx.doi.org/10.1145/3607865.3613178

Rahman MA; Singh S; Shanmugalingam K; Iyer S; Blair A; Ravindran P; Sowmya A, 2023, 'Attention and Pooling based Sigmoid Colon Segmentation in 3D CT images', in 2023 International Conference on Digital Image Computing Techniques and Applications Dicta 2023, pp. 312 - 319, http://dx.doi.org/10.1109/DICTA60407.2023.00050

Yogesan DS; Onie S; De Belen RA; Beavan G; Sowmya A; Larsen M, 2023, 'Evaluating a Human Detection Model in a Behaviour Analysis Pipeline for Suicide Prevention', in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society EMBS, http://dx.doi.org/10.1109/EMBC40787.2023.10339992

Iqbal MZ; Razzak I; Qayyum A; Khan T; Sowmya A, 2023, 'Hybrid Unsupervised Deformable Image Registration for 4D CT Lung Image Intra-modalities', in 2023 International Conference on Digital Image Computing Techniques and Applications Dicta 2023, pp. 441 - 447, http://dx.doi.org/10.1109/DICTA60407.2023.00067

Shanmugalingam K; Moses D; Sowmya A; Meijering E, 2023, 'Membranous Urethral Reconstruction and Segmentation in Multiplanar T2W MRI Images', in Proceedings International Symposium on Biomedical Imaging, http://dx.doi.org/10.1109/ISBI53787.2023.10230618

Wang L; Guo Y; Wang Y; Li J; Gu S; Timofte R; Cheng M; Ma H; Ma Q; Sun X; Zhao S; Sheng X; Ding Y; Sun M; Wen X; Zhang D; Li J; Wang F; Xie Z; He Z; Qiu Z; Pan Z; Zhan Z; Xian X; Jin Z; Zhou Y; Deng W; Nie R; Zhang J; Gao Q; Tong T; Zhang K; Zhang J; Peng R; Ma Y; Jiao L; Bai H; Kong L; Pan J; Dong J; Tang J; Cao P; Huang T; Yang L; Song Q; Chen B; He C; Chen M; Guo Z; Luo S; Cao C; Wang K; Zhang F; Zhang Q; Mehta N; Murala S; Dudhane A; Wang Y; Li L; Gendy G; Sabor N; Hou J; He G; Chen J; Li H; Shi Y; Yang Z; Zou W; Zhang Y; Jiang M; Yu Z; Tan M; Gao H; Luo Z; Gustafsson FK; Zhao Z; Sjölund J; Schön TB; Chen J; Yang B; Zhang X; Li C; Yuan W; Li Z; Deng R; Zeng J; Mahajan P; Mistry S; Chatterjee S; Jakhetiya V; Subudhi B; Jaiswal S; Zhang Z; Zheng H; Zhao S; Gao Y; Wei Y; Wang B; Li G; Li A, 2023, 'NTIRE 2023 Challenge on Stereo Image Super-Resolution: Methods and Results', in IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, pp. 1346 - 1372, http://dx.doi.org/10.1109/CVPRW59228.2023.00141

de Belen RA; Mohammadi G; Sowmya A, 2023, 'Temporal Understanding of Gaze Communication with GazeTransformer', in Proceedings of Machine Learning Research

Chu Z; Singh S; Sowmya A, 2023, 'TSDNET: A Tumour Segmentation Network with 3D Direction-Wise Convolution', in Proceedings International Symposium on Biomedical Imaging, http://dx.doi.org/10.1109/ISBI53787.2023.10230462

Canepa L; Singh S; Sowmya A, 2023, 'Visual Question Answering in the Medical Domain', in 2023 International Conference on Digital Image Computing Techniques and Applications Dicta 2023, pp. 379 - 386, http://dx.doi.org/10.1109/DICTA60407.2023.00059

Aldausari N; Sowmya A; Marcus N; Mohammadi G, 2022, 'Diverse Audio-to-Video GAN Using Multiscale Image Fusion', Australia, presented at Australasian Joint Conference on Artificial Intelligence, Australia, 05 December 2022

Gan Z; Sowmya A; Mohammadi G, 2022, 'Zero-shot Personality Perception From Facial Images', in Proceedings of the Australasian Joint Conference on Artificial Intelligence, Perth, presented at Australasian Joint Conference on Artificial Intelligence, AJCAI2022, Perth, 05 December 2022

Dwivedi P; Buratti Y; Abdullah-Vetter Z; Liu G; Javier GM; Sowmya A; Trupke T; Hameiri Z, 2022, 'Accelerating the solar energy transition through artificial intelligence', Nagoya, Japan, presented at 33rd International Photovoltaic Science and Engineering Conference, Nagoya, Japan, 13 November 2022

Aldausari N; Sowmya A; Marcus N; Mohammadi G, 2022, 'Cascaded Siamese Self-supervised Audio to Video GAN', USA, presented at Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, USA, 19 July 2022

Abdullah-Vetter Z; Dwivedi P; Buratti Y; Krzywicki A; Sowmya A; Trupke T; Hameiri Z, 2022, 'Automated analysis of internal quantum efficiency using chain order regression', in Conference Record of the IEEE Photovoltaic Specialists Conference, Institute of Electrical and Electronics Engineers (IEEE), Philadelphia, USA, pp. 476 - 478, presented at 49th IEEE Photovoltaics Specialists Conference, Philadelphia, USA, 06 June 2022 - 10 June 2022, http://dx.doi.org/10.1109/PVSC48317.2022.9938500

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