Generating Symbolic Descriptions of Two-dimensional Blocks World. - Arcot Sowmya; K. W. E. Lee (MVA, 1994)

Automatic Model Building from Images for Multimedia Systems. - Arcot Sowmya; Maziar Palhang (MMM, 1996)

Automatic Acquisition of Object Models by Relational Learning. - Maziar Palhang; Arcot Sowmya (VISUAL, 1996)

Hidden time model for specification and verification of embedded systems. - Partha S. Roop; Arcot Sowmya (ECRTS, 1998)

A real-time variable sampling technique: DIEM. - Mark W. Peters; Arcot Sowmya (ICPR, 1998)

Autonomous Robot Navigation by Active Visual Motion Analysis and Understanding. - Sung Shic Park; Arcot Sowmya (MVA, 1998)

Integrated Techniques for Self-Organisation, Sampling, Habituation, and Motion-Tracking in Visual Robotics Applications. - Mark W. Peters; Arcot Sowmya (MVA, 1998)

CFSMcharts: A New Language for Microprocessor Based system Design. - Partha S. Roop; Arcot Sowmya (VLSI Design, 1998)

Extending Statecharts with Temporal Logic. - Arcot Sowmya; S. Ramesh 001 (IEEE Trans. Software Eng., 1998)

Learning Discriminatory and Descriptive Rules by an Inductive Logic Programming System. - Maziar Palhang; Arcot Sowmya (ICML, 1999)

Feature Extraction: Issues, New Features, and Symbolic Representation. - Maziar Palhang; Arcot Sowmya (VISUAL, 1999)

Automated Component Adaptation by Forced Simulation. - Partha S. Roop; Arcot Sowmya; S. Ramesh 001 (ACAC, 2000)

Automatic Component Matching Using Forced Simulation. - Partha S. Roop; Arcot Sowmya; S. Ramesh 001 (VLSI Design, 2000)

A formal approach to component based development of synchronous programs. - Partha S. Roop; Arcot Sowmya; S. Ramesh 001 (ASP-DAC, 2001)

Forced simulation: A technique for automating component reuse in embedded systems. - Partha S. Roop; Arcot Sowmya; S. Ramesh 001 (ACM Trans. Design Autom. Electr. Syst., 2001)

k-time Forced Simulation: A Formal Verification Technique for IP Reuse. - Partha S. Roop; Arcot Sowmya; S. Ramesh 001 (ICCD, 2002)

Design of a Mobile Robot Controller Using Esterel Tools. - Arcot Sowmya; David Tsz-Wang So; Wan Hung Tang (SLAP@ETAPS, 2002)

Support Vector Machines for Road Extraction from Remotely Sensed Images. - Neil Yager; Arcot Sowmya (CAIP, 2003)

Synchronous Protocol Automata: A Framework for Modelling and Verification of SoC Communication Architectures. - Vijay D'Silva; S. Ramesh 001; Arcot Sowmya (DATE, 2004)

Feature Subset Selection using ICA for Classifying Emphysema in HRCT Images. - Mithun Nagendra Prasad; Arcot Sowmya; Inge Koch (ICPR (4), 2004)

Lung Disease Detection Using Frequency Spectrum Analysis. - Ching Ming Jimmy Wang; Mamatha Rudrapatna; Arcot Sowmya (ICVGIP, 2004)

Detection of Bronchovascular pairs on HRCT Lung Images Through Relational Learning. - Mithun Nagendra Prasad; Arcot Sowmya (ISBI, 2004)

Multilevel emphysema diagnosis of HRCT lung images in an incremental framework. - Mithun Nagendra Prasad; Arcot Sowmya (Image Processing, 2004)

Tuning kernel function parameters of support vector machines for segmentation of lung disease patterns in high-resolution computed tomography images. - Alena Shamsheyeva; Arcot Sowmya (Image Processing, 2004)

An approach to appearance-based simultaneous localization and map building (SLAM). - Chun-Fan Lee; Arcot Sowmya (RAM, 2004)

Bridge Over Troubled Wrappers: Automated Interface Synthesis. - Vijay D'Silva; S. Ramesh 001; Arcot Sowmya (VLSI Design, 2004)

Multi-Image 2D-PAGE Feature Detection. - Nick Seow; Arcot Sowmya; Changming Sun (DICTA, 2005)

Knowledge-Driven Automated Detection of Pleural Plaques and Thickening in High Resolution CT of the Lung. - Mamatha Rudrapatna; Van Mai; Arcot Sowmya; Peter Wilson 001 (IPMI, 2005)

Support Vector Machine Experiments for Road Recognition in High Resolution Images. - J. Y. Lai; Arcot Sowmya; John C. Trinder (MLDM, 2005)

Formal Models in Industry Standard Tools: an Argos Block within Simulink. - Timothy Bourke; Arcot Sowmya (Int. J. Softw. Eng. Knowl. Eng., 2005)

Learning Parameter Tuning for Object Extraction. - Xiongcai Cai; Arcot Sowmya; John C. Trinder (ACCV (1), 2006)

Feature Weighted Minimum Distance Classifier with Multi-class Confidence Estimation. - Mamatha Rudrapatna; Arcot Sowmya (Australian Conference on Artificial Intelligence, 2006)

A timing model for synchronous language implementations in simulink. - Timothy Bourke; Arcot Sowmya (EMSOFT, 2006)

Automatic Detection of Tram Tracks on HRCT Images. - Mamatha Rudrapatna; Prinith Amaratunga; Mithun Nagendra Prasad; Arcot Sowmya; Peter Wilson 001 (ICIP, 2006)

Active Contour with Neural Networks-Based Information Fusion Kernel. - Xiongcai Cai; Arcot Sowmya (ICONIP (2), 2006)

Incremental learning for segmentation in medical images. - Avishkar Misra; Arcot Sowmya; Paul Compton (ISBI, 2006)

A Sniffer Based Approach to WS Protocols Conformance Checking. - Pemadeep Ramsokul; Arcot Sowmya (ISPDC, 2006)

ASEHA: A Framework for Modelling and Verification ofWeb Services Protocols. - Pemadeep Ramsokul; Arcot Sowmya (SEFM, 2006)

Level Learning Set: A Novel Classifier Based on Active Contour Models. - Xiongcai Cai; Arcot Sowmya (ECML, 2007)

An Adaptable Formal Model for Web Services Protocols. - Pemadeep Ramsokul; Arcot Sowmya (ICIW, 2007)

A Test Bed for Web Services Protocols. - Pemadeep Ramsokul; Arcot Sowmya; S. Ramesh (ICIW, 2007)

A Formal Approach To The Protocol Converter Problem. - Karin Avnit; Vijay D'Silva; Arcot Sowmya; S. Ramesh; Sri Parameswaran (DATE, 2008)

Situated Cognition in the Semantic Web Era. - Paul Compton; Byeong Ho Kang 001; Rodrigo Martínez-Béjar; Mamatha Rudrapatna; Arcot Sowmya (EKAW, 2008)

Automatically transforming and relating Uppaal models of embedded systems. - Timothy Bourke; Arcot Sowmya (EMSOFT, 2008)

Multiple Camera, Multiple Person Tracking with Pointing Gesture Recognition in Immersive Environments. - Anuraag Sridhar; Arcot Sowmya (ISVC (1), 2008)

Multi-level Classification of Emphysema in HRCT Lung Images Using Delegated Classifiers. - Mithun Nagendra Prasad; Arcot Sowmya (MICCAI (1), 2008)

Designing Relevant Features for Continuous Data Sets Using ICA. - Mithun Nagendra Prasad; Arcot Sowmya; Inge Koch (Int. J. Comput. Intell. Appl., 2008)

Segmentation of Lung Patterns in High-Resolution Computed Tomography Images of the Lung. - Alena Shamsheyeva; Arcot Sowmya; Peter Wilson 001 (Int. J. Comput. Intell. Appl., 2008)

Directional Multi-scale Modeling of High-Resolution Computed Tomography (HRCT) Lung Images for Diffuse Lung Disease Classification. - Kiet T. Vo; Arcot Sowmya (CAIP, 2009)

A formal approach to design space exploration of protocol converters. - Karin Avnit; Arcot Sowmya (DATE, 2009)

A spectral method for context based disambiguation of image annotations. - Dimitri Semenovich; Arcot Sowmya (ICIP, 2009)

Diffuse lung disease classification in HRCT lung images using generalized Gaussian density modeling of wavelets coefficients. - Kiet T. Vo; Arcot Sowmya (ICIP, 2009)

Feature clustering for vehicle detection and tracking in road traffic surveillance. - Jun Yang 033; Yang Wang 002; Getian Ye; Arcot Sowmya; Bang Zhang; Jie Xu 008 (ICIP, 2009)

SparseSPOT: using a priori 3-D tracking for real-time multi-person voxel reconstruction. - Anuraag Sridhar; Arcot Sowmya (VRST, 2009)

Multi-level classification of emphysema in HRCT lung images. - Mithun Nagendra Prasad; Arcot Sowmya; Peter Wilson 001 (Pattern Anal. Appl., 2009)

Provably correct on-chip communication: A formal approach to automatic protocol converter synthesis. - Karin Avnit; Vijay D'Silva; Arcot Sowmya; S. Ramesh; Sri Parameswaran (ACM Trans. Design Autom. Electr. Syst., 2009)

Geometry Aware Local Kernels for Object Recognition. - Dimitri Semenovich; Arcot Sowmya (ACCV (1), 2010)

Spatial-Temporal Affinity Propagation for Feature Clustering with Application to Traffic Video Analysis. - Jun Yang 033; Yang Wang 002; Arcot Sowmya; Jie Xu 008; Zhidong Li; Bang Zhang (ACCV (2), 2010)

Affinity Propagation Feature Clustering with Application to Vehicle Detection and Tracking in Road Traffic Surveillance. - Jun Yang 033; Yang Wang 002; Arcot Sowmya; Bang Zhang; Jie Xu 008; Zhidong Li (AVSS, 2010)

Efficient Additive Models via the Generalized Lasso. - Dimitri Semenovich; Nobuyuki Morioka; Arcot Sowmya (ICDM Workshops, 2010)

Vehicle detection and tracking with low-angle cameras. - Jun Yang 033; Yang Wang 002; Arcot Sowmya; Zhidong Li (ICIP, 2010)

Scale-Space Representation of Lung HRCT Images for Diffuse Lung Disease Classification. - Kiet T. Vo; Arcot Sowmya (ICISP, 2010)

On-line, Incremental Learning for Real-Time Vision Based Movement Recognition. - Anuraag Sridhar; Arcot Sowmya; Paul Compton (ICMLA, 2010)

Tensor Power Method for Efficient MAP Inference in Higher-order MRFs. - Dimitri Semenovich; Arcot Sowmya (ICPR, 2010)

Incremental System Engineering Using Process Networks. - Avishkar Misra; Arcot Sowmya; Paul Compton (PKAW, 2010)

ACS: Automatic Converter Synthesis for SoC Bus Protocols. - Karin Avnit; Arcot Sowmya; Jorgen Peddersen (TACAS, 2010)

Employing temporal information for cell segmentation using max-flow/min-cut in phase-contrast video microscopy. - Amir Massoudi; Arcot Sowmya; Katarina Mele; Dimitri Semenovich (EMBC, 2011)

Multiscale sparse representation of high-resolution computed tomography (HRCT) lung images for diffuse lung disease classification. - Kiet T. Vo; Arcot Sowmya (ICIP, 2011)

Application of Formal Methods for System-Level Verification of Network on Chip. - Vinitha Arakkonam Palaniveloo; Arcot Sowmya (ISVLSI, 2011)

Feature fusion for vehicle detection and tracking with low-angle cameras. - Jun Yang 033; Yang Wang 002; Arcot Sowmya; Zhidong Li; Bang Zhang; Jie Xu 008 (WACV, 2011)

Combining Graph-Cut Technique and Anatomical Knowledge for Automatic Segmentation of Lungs affected by Diffuse Parenchymal Disease in HRCT Images. - Laurent Massoptier; Avishkar Misra; Arcot Sowmya; Sergio Casciaro (Int. J. Image Graph., 2011)

Distributed, multi-sensor tracking of multiple participants within immersive environments using a 2-cohort camera setup. - Anuraag Sridhar; Arcot Sowmya (Mach. Vis. Appl., 2011)

Cell tracking and mitosis detection using splitting flow networks in phase-contrast imaging. - Amir Massoudi; Dimitri Semenovich; Arcot Sowmya (EMBC, 2012)

Sparse Dictionary Reconstruction for Textile Defect Detection. - Jian Zhou; Dimitri Semenovich; Arcot Sowmya; Jun Wang (ICMLA (1), 2012)

Predicting onsets of genocide with sparse additive models. - Dimitri Semenovich; Arcot Sowmya; Benjamin E. Goldsmith (ICPR, 2012)

Formal Estimation of Worst-Case Communication Latency in a Network-on-Chip. - Vinitha Arakkonam Palaniveloo; Arcot Sowmya (ISVLSI, 2012)

Perceptual Evaluation of Automatic 2.5D Cartoon Modelling. - Fengqi An; Xiongcai Cai; Arcot Sowmya (PKAW, 2012)

Classifier ensemble with incremental learning for disaster victim detection. - Bhuman Soni; Arcot Sowmya (ROBIO, 2012)

Robot Localisation Using Natural Landmarks. - Peter Anderson 001; Yongki Yusmanthia; Bernhard Hengst; Arcot Sowmya (RoboCup, 2012)

Kernel Partial Least Squares Based Hierarchical Building Change Detection Using High Resolution Aerial Images and Lidar Data. - Kaibin Zong; Arcot Sowmya; John C. Trinder (DICTA, 2013)

3-D segmentation of human sternum in lung MDCT images. - Banafsheh Pazokifard; Arcot Sowmya (EMBC, 2013)

Machine Learning Based Urban Change Detection by Fusing High Resolution Aerial Images and Lidar Data. - Kaibin Zong; Arcot Sowmya; John C. Trinder (GRMSE (1), 2013)

Single-Handed Driving System with Kinect. - Jae Pyo Son; Arcot Sowmya (HCI (2), 2013)

High Precision Localization of Bacterium and Scientific Visualization. - Mohammadreza Hosseini; Arcot Sowmya; Pascal Vallotton; Tomasz Bednarz (ICCV Workshops, 2013)

Efficient graph cuts based extraction of vertebral column and ribs in lung MDCT images. - Banafsheh Pazokifard; Arcot Sowmya (ICIP, 2013)

Robust human appearance matching across multi-cameras. - Beihua Zhang; Xiongcai Cai; Arcot Sowmya (ICIP, 2013)

Victim detection and localisation in an urban disaster site. - Bhuman Soni; Arcot Sowmya (ROBIO, 2013)

A study of touchless versus touch-based interactions with bacterial biofilm images. - Mohammadreza Hosseini; Pascal Vallotton; Tomasz Bednarz; Arcot Sowmya (VRCAI, 2013)

A weakly supervised approach for object detection based on Soft-Label Boosting. - Weihong Wang; Yang Wang 002; Fang Chen 001; Arcot Sowmya (WACV, 2013)

Analyzing an embedded sensor with timed automata in uppaal. - Timothy Bourke; Arcot Sowmya (ACM Trans. Embed. Comput. Syst., 2013)

A Semi-Quantitative Analysis Model with Parabolic Modelling for DCE-MRI Sequences of Prostate. - Gihan Samarasinghe; Arcot Sowmya; Daniel Aaron Moses (DICTA, 2014)

Multi-users Real-Time Interaction with Bacterial Biofilm Images Using Augmented Reality. - Mohammadreza Hosseini; Tomasz Bednarz; Arcot Sowmya (HCI (17), 2014)

Human Action Description Based on Temporal Pyramid Histograms. - Yingying Liu; Arcot Sowmya (ICPRAM, 2014)

Patient-customized 3D reconstruction of human ribs from lung MDCT dataset. - Banafsheh Pazokifard; Arcot Sowmya; Daniel Aaron Moses (ISBI, 2014)

Improving GA-Based NoC Mapping Algorithms Using a Formal Model. - Vinitha Arakkonam Palaniveloo; Jude Angelo Ambrose; Arcot Sowmya (ISVLSI, 2014)

New Image Quality Evaluation Metric for Underwater Video. - Miao Yang; Arcot Sowmya (IEEE Signal Process. Lett., 2014)

Batch Mode Active Learning for Object Detection Based on Maximum Mean Discrepancy. - Yingying Liu; Yang Wang 002; Arcot Sowmya (DICTA, 2015)

Building Change Detection Based on Markov Random Field: Exploiting Both Pixel and Corner Features. - Kaibin Zong; Arcot Sowmya; John C. Trinder (DICTA, 2015)

Automatic patient-customised 3D reconstruction of human costal cartilage from lung MDCT dataset. - Banafsheh Pazokifard; Arcot Sowmya; Daniel Aaron Moses (Int. J. Comput. Assist. Radiol. Surg., 2015)

An Underwater Color Image Quality Evaluation Metric. - Miao Yang; Arcot Sowmya (IEEE Trans. Image Process., 2015)

Interactive Chan-Vese Approach with Random Walk for Medical Images Segmentation. - Mohammadreza Hosseini; Arcot Sowmya; Tomasz Bednarz (BIOIMAGING, 2016)

Efficient GPU Computing Framework of Cloud Filtering in Remotely Sensed Image Processing. - Jing Ke; Arcot Sowmya; Yi Guo 001; Tomasz Bednarz; Michael Buckley (DICTA, 2016)

Classification of Mild Cognitive Impairment Subtypes using Neuropsychological Data. - Upul Senanayake; Arcot Sowmya; Laughlin Dawes; Nicole A. Kochan; Wei Wen; Perminder S. Sachdev (ICPRAM, 2016)

Optimized GPU implementation for dynamic programming in image data processing. - Jing Ke; Tomasz Bednarz; Arcot Sowmya (IPCCC, 2016)

Semi-quantitative analysis of prostate perfusion MRI by clustering of pre and post contrast enhancement phases. - Gihan Samarasinghe; Arcot Sowmya; Daniel Aaron Moses (ISBI, 2016)

Multi-view Learning for Classification of X-Ray Crystallography Images. - B. M. Thamali Lekamge; Arcot Sowmya; Janet Newman (MLDM, 2016)

A context-based privacy preserving framework for wearable visual lifeloggers. - Eisa Zarepour; Mohammadreza Hosseini; Salil S. Kanhere; Arcot Sowmya (PerCom Workshops, 2016)

Automatic 3D modelling of human diaphragm from lung MDCT images. - Banafsheh Pazokifard; Arcot Sowmya; Daniel Aaron Moses (Int. J. Comput. Assist. Radiol. Surg., 2016)

Soft Hough Forest-ERTs: Generalized Hough Transform based object detection from soft-labelled training data. - Yingying Liu; Yang Wang 002; Arcot Sowmya; Fang Chen 001 (Pattern Recognit., 2016)

A Fast Approximate Spectral Unmixing Algorithm Based on Segmentation. - Jing Ke; Yi Guo 001; Arcot Sowmya (CVPR Workshops, 2017)

A performance acceleration algorithm of spectral unmixing via subset selection. - Jing Ke; Yi Guo 001; Arcot Sowmya; Tomasz Bednarz (ESANN, 2017)

Prediction of Protein X-ray Crystallisation Trial Image Time-courses. - B. M. Thamali Lekamge; Arcot Sowmya; Janet Newman (ICPRAM, 2017)

Deep Learning Approach for Classification of Mild Cognitive Impairment Subtypes. - Upul Senanayake; Arcot Sowmya; Laughlin Dawes; Nicole A. Kochan; Wei Wen; Perminder S. Sachdev (ICPRAM, 2017)

Automatic detection of diabetic retinopathy features in ultra-wide field retinal images. - Anastasia Levenkova; Arcot Sowmya; Michael Kalloniatis; Angelica Ly; Arthur Ho (Computer-Aided Diagnosis, 2017)

CogVis: attention-driven cognitive architecture for visual change detection. - Shailesh S. Deshpande; Arcot Sowmya; Piyush Yadav; Shamsuddin Ladha; Priyanka Verma; Karthikeyan Vaiapury; Jay Gubbi; P. Balamuralidhar (SAC, 2017)

Applications and Challenges of Wearable Visual Lifeloggers. - Eisa Zarepour; Mohammadreza Hosseini; Salil S. Kanhere; Arcot Sowmya; Hamid R. Rabiee (Computer, 2017)

Deep fusion pipeline for mild cognitive impairment diagnosis. - Upul Senanayake; Arcot Sowmya; Laughlin Dawes (ISBI, 2018)

Lesion detection in ultra-wide field retinal images for diabetic retinopathy diagnosis. - Anastasia Levenkova; Arcot Sowmya; Michael Kalloniatis; Angelica Ly; Arthur Ho (Computer-Aided Diagnosis, 2018)

A Refined MISD Algorithm Based on Gaussian Process Regression. - Feng Zhou 011; Zhidong Li; Xuhui Fan 001; Yang Wang 002; Arcot Sowmya; Fang Chen 001 (PAKDD (2), 2018)

Multimodal Brain Tumour Segmentation using Densely Connected 3D Convolutional Neural Network. - Mina Ghaffari; Arcot Sowmya; Ruth Oliver; Len Hamey (DICTA, 2019)

Selective Detection and Segmentation of Cervical Cells. - Jing Ke; Zhaoming Jiang; Changchang Liu; Tomasz Bednarz; Arcot Sowmya; Xiaoyao Liang (ICBBT, 2019)

ERL-Net: Entangled Representation Learning for Single Image De-Raining. - Guoqing Wang 001; Changming Sun; Arcot Sowmya (ICCV, 2019)

Exploring Latent Structure Similarity for Bayesian Nonparameteric Model with Mixture of NHPP Sequence. - Yongzhe Chang; Zhidong Li; Ling Luo 002; Simon Luo; Arcot Sowmya; Yang Wang 002; Fang Chen 001 (ICONIP (2), 2019)

Deep Learning for Volumetric Segmentation in Spatio-Temporal Data: Application to Segmentation of Prostate in DCE-MRI. - Jian Kang; Gihan Samarasinghe; Upul Senanayake; Sailesh Conjeti; Arcot Sowmya (ISBI, 2019)

Convolutional Neural Networks for Automated Fetal Cardiac Assessment using 4D B-Mode Ultrasound. - Manna E. Philip; Arcot Sowmya; Hagai Avnet; Ana Ferreira 007; Gordon N. Stevenson; Alec Welsh (ISBI, 2019)

Robust CNNs for detecting collapsed buildings with crowd-sourced data. - Matthew J. Gibson; Dhruv Kaushik; Arcot Sowmya (JURSE, 2019)

Recovering DTW Distance Between Noise Superposed NHPP. - Yongzhe Chang; Zhidong Li; Bang Zhang; Ling Luo 002; Arcot Sowmya; Yang Wang 002; Fang Chen 001 (PAKDD (2), 2019)

Hawkes Process with Stochastic Triggering Kernel. - Feng Zhou 011; Yixuan Zhang 006; Zhidong Li; Xuhui Fan 001; Yang Wang 002; Arcot Sowmya; Fang Chen 001 (PAKDD (1), 2019)

Scalable Inference for Nonparametric Hawkes Process Using Pólya-Gamma Augmentation. - Feng Zhou 011; Zhidong Li; Xuhui Fan 001; Yang Wang 002; Arcot Sowmya; Fang Chen 001 (CoRR, 2019)

Automated Brain Tumour Segmentation Using Cascaded 3D Densely-Connected U-Net. - Mina Ghaffari; Arcot Sowmya; Ruth Oliver (BrainLes@MICCAI (1), 2020)

Self-Supervised Remote Sensing Image Retrieval. - Kane Walter; Matthew J. Gibson; Arcot Sowmya (IGARSS, 2020)

Deep Learning for Time Averaged Wall Shear Stress Prediction in Left Main Coronary Bifurcations. - Ramtin Gharleghi; Gihan Samarasinghe; Arcot Sowmya; Susann Beier (ISBI, 2020)

A Novel Approach to Vertebral Compression Fracture Detection Using Imitation Learning and Patch Based Convolutional Neural Network. - Sankaran Iyer; Arcot Sowmya; Alan Blair 001; Christopher White; Laughlin Dawes; Daniel Aaron Moses (ISBI, 2020)

Brain tumour segmentation using cascaded 3D densely-connected U-net. - Mina Ghaffari; Arcot Sowmya; Ruth Oliver (CoRR, 2020)

Fast multi-resolution segmentation for nonstationary Hawkes process using cumulants. - Feng Zhou 011; Zhidong Li; Xuhui Fan 001; Yang Wang 002; Arcot Sowmya; Fang Chen 001 (Int. J. Data Sci. Anal., 2020)

Corner detection based on shearlet transform and multi-directional structure tensor. - Mingzhe Wang; Weichuan Zhang; Changming Sun; Arcot Sowmya (Pattern Recognit., 2020)

Multi-Weighted Co-Occurrence Descriptor Encoding for Vein Recognition. - Guoqing Wang 001; Changming Sun; Arcot Sowmya (IEEE Trans. Inf. Forensics Secur., 2020)

Learning a Compact Vein Discrimination Model With GANerated Samples. - Guoqing Wang 001; Changming Sun; Arcot Sowmya (IEEE Trans. Inf. Forensics Secur., 2020)

Cascaded Attention Guidance Network for Single Rainy Image Restoration. - Guoqing Wang 001; Changming Sun; Arcot Sowmya (IEEE Trans. Image Process., 2020)

EyeXplain Autism: Interactive System for Eye Tracking Data Analysis and Deep Neural Network Interpretation for Autism Spectrum Disorder Diagnosis. - Ryan Anthony Jalova de Belen; Tomasz Bednarz; Arcot Sowmya (CHI Extended Abstracts, 2021)

Image data augmentation for improving performance of deep learning-based model in pathological lung segmentation. - Md. Shariful Alam; Dadong Wang; Arcot Sowmya (DICTA, 2021)

Improved Spatio-temporal Action Localization for Surveillance Videos. - Morgan Liang; Xun Li 004; Sandersan Onie; Mark E. Larsen; Arcot Sowmya (DICTA, 2021)

Deep learning based stereo cost aggregation on a small dataset. - Rongcheng Wu; Changming Sun; Zhaoying Liu; Arcot Sowmya (DICTA, 2021)

PhonicsGAN: Synthesizing Graphical Videos from Phonics Songs. - Nuha Aldausari; Arcot Sowmya; Nadine Marcus; Gelareh Mohammadi (ICANN (2), 2021)

Bidirectional Convolutional-LSTM based Network for lung segmentation of chest X-ray images. - Md. Sharitul Alam; Dadong Wang; Arcot Sowmya (ICTAI, 2021)

Multi-Label Classification Based On Subcellular Region-Guided Feature Description For Protein Localisation. - Priyanka Rana; Erik Meijering; Arcot Sowmya; Yang Song 001 (ISBI, 2021)

Learning Visual Features by Colorization for Slide-Consistent Survival Prediction from Whole Slide Images. - Lei Fan 007; Arcot Sowmya; Erik Meijering; Yang Song 001 (MICCAI (8), 2021)

Semi-supervised Siamese Networks for Change Recognition with VHR Imagery. - Matthew J. Gibson; Arcot Sowmya (MACLEAN@PKDD/ECML, 2021)

Organ localisation using supervised and semi supervised approaches combining reinforcement learning with imitation learning. - Sankaran Iyer; Alan Blair 001; Laughlin Dawes; Daniel Aaron Moses; Christopher White; Arcot Sowmya (CoRR, 2021)

Context-Enhanced Representation Learning for Single Image Deraining. - Guoqing Wang 001; Changming Sun; Arcot Sowmya (Int. J. Comput. Vis., 2021)

Efficient EM-variational inference for nonparametric Hawkes process. - Feng Zhou 011; Simon Luo; Zhidong Li; Xuhui Fan 001; Yang Wang 002; Arcot Sowmya; Fang Chen 001 (Stat. Comput., 2021)

Attentive Feature Refinement Network for Single Rainy Image Restoration. - Guoqing Wang 001; Changming Sun; Arcot Sowmya (IEEE Trans. Image Process., 2021)

Diverse Audio-to-Video GAN using Multiscale Image Fusion. - Nuha Aldausari; Arcot Sowmya; Nadine Marcus; Gelareh Mohammadi (AI, 2022)

Zero-shot Personality Perception From Facial Images. - Peter Zhuowei Gan; Arcot Sowmya; Gelareh Mohammadi (AI, 2022)

Cascaded Siamese Self-supervised Audio to Video GAN. - Nuha Aldausari; Arcot Sowmya; Nadine Marcus; Gelareh Mohammadi (CVPR Workshops, 2022)

ScanpathNet: A Recurrent Mixture Density Network for Scanpath Prediction. - Ryan Anthony Jalova de Belen; Tomasz Bednarz; Arcot Sowmya (CVPR Workshops, 2022)

Data Agnostic Filter Gating For Efficient Deep Networks. - Hongyan Xu 002; Xiu Su; Shan You; Tao Huang 020; Fei Wang 032; Chen Qian 006; Changshui Zhang; Chang Xu 002; Dadong Wang; Arcot Sowmya (ICASSP, 2022)

Vertebral Compression Fracture detection using Multiple Instance Learning and Majority Voting. - Sankaran Iyer; Alan Blair 001; Christopher White; Laughlin Dawes; Daniel Aaron Moses; Arcot Sowmya (ICPR, 2022)

Region-Based Trajectory Analysis for Abnormal Behaviour Detection: A Trial Study for Suicide Detection and Prevention. - Xun Li 004; Ryan Anthony J. de Belen; Arcot Sowmya; Sandersan Onie; Mark E. Larsen (ICPR Workshops (1), 2022)

Multi-scale alignment and Spatial ROI Module for COVID-19 Diagnosis. - Hongyan Xu 002; Dadong Wang; Arcot Sowmya (IJCNN, 2022)

Learning Left Main Bifurcation Shape Features with an Autoencoder. - Nanway Chen; Ramtin Gharleghi; Arcot Sowmya; Susann Beier (ISBI, 2022)

A Machine Learning Framework for Fully Automatic 3D Fetal Cardiac Ultrasound Evaluation. - Manna E. Philip; Ana Ferrieira; Aishani Tomar; Sparsh Chawla; Alec W. Welsh; Gordon N. Stevenson; Arcot Sowmya (ISBI, 2022)

Imbalanced Cell-Cycle Classification Using Wgan-Div and Mixup. - Priyanka Rana; Arcot Sowmya; Erik Meijering; Yang Song 001 (ISBI, 2022)

Tgnet: A Task-Guided Network Architecture for Multi-Organ and Tumour Segmentation from Partially Labelled Datasets. - Hao Wu; Shuchao Pang; Arcot Sowmya (ISBI, 2022)

Fast FF-to-FFPE Whole Slide Image Translation via Laplacian Pyramid and Contrastive Learning. - Lei Fan 007; Arcot Sowmya; Erik Meijering; Yang Song 001 (MICCAI (2), 2022)

Attention Guided Deep Supervision Model for Prostate Segmentation in Multisite Heterogeneous MRI Data. - Kuruparan Shanmugalingam; Arcot Sowmya; Daniel Aaron Moses; Erik Meijering (MIDL, 2022)

Training radiomics-based CNNs for clinical outcome prediction: Challenges, strategies and findings. - Shuchao Pang; Matthew Field; Jason Dowling; Shalini K. Vinod; Lois Holloway; Arcot Sowmya (Artif. Intell. Medicine, 2022)

Blood-based transcriptomic signature panel identification for cancer diagnosis: benchmarking of feature extraction methods. - Abhishek Vijayan; Shadma Fatima; Arcot Sowmya; Fatemeh Vafaee (Briefings Bioinform., 2022)

Automated segmentation of normal and diseased coronary arteries - The ASOCA challenge. - Ramtin Gharleghi; Dona Adikari; Katy Ellenberger; Sze-Yuan Ooi; Chris Ellis; Chung-Ming Chen; Ruochen Gao; Yuting He; Raabid Hussain; Chia-Yen Lee; Jun Li 103; Jun Ma 016; et al. (Comput. Medical Imaging Graph., 2022)

Towards automated coronary artery segmentation: A systematic review. - Ramtin Gharleghi; Nanway Chen; Arcot Sowmya; Susann Beier (Comput. Methods Programs Biomed., 2022)

Transient wall shear stress estimation in coronary bifurcations using convolutional neural networks. - Ramtin Gharleghi; Arcot Sowmya; Susann Beier (Comput. Methods Programs Biomed., 2022)

Ensemble feature selection with clustering for analysis of high-dimensional, correlated clinical data in the search for Alzheimer's disease biomarkers. - Annette Spooner; Gelareh Mohammadi; Perminder S. Sachdev; Henry Brodaty; Arcot Sowmya (CoRR, 2022)

Temporal Pattern Mining for Analysis of Longitudinal Clinical Data: Identifying Risk Factors for Alzheimer's Disease. - Annette Spooner; Gelareh Mohammadi; Perminder S. Sachdev; Henry Brodaty; Arcot Sowmya (CoRR, 2022)

Computed tomography coronary angiogram images, annotations and associated data of normal and diseased arteries. - Ramtin Gharleghi; Dona Adikari; Katy Ellenberger; Mark Webster; Chris Ellis; Arcot Sowmya; Sze-Yuan Ooi; Susann Beier (CoRR, 2022)

Efficient corner detection based on corner enhancement filters. - Mingzhe Wang; Changming Sun; Arcot Sowmya (Digit. Signal Process., 2022)

Complex shearlets and rotary phase congruence tensor for corner detection. - Mingzhe Wang; Changming Sun; Arcot Sowmya (Pattern Recognit., 2022)

Towards Building a Visual Behaviour Analysis Pipeline for Suicide Detection and Prevention. - Xun Li 004; Sandersan Onie; Morgan Liang; Mark E. Larsen; Arcot Sowmya (Sensors, 2022)

From academia to policy makers: a methodology for real-time forecasting of infrequent events. - Alfred Krzywicki; David Muchlinski; Benjamin E. Goldsmith; Arcot Sowmya (J. Comput. Soc. Sci., 2022)

NTIRE 2023 Challenge on Stereo Image Super-Resolution: Methods and Results. - Longguang Wang; Yulan Guo; Yingqian Wang 002; Juncheng Li 003; Shuhang Gu; Radu Timofte; Ming Cheng 002; Haoyu Ma; Qiufang Ma; Xiaopeng Sun; Shijie Zhao 001; Xuhan Sheng; et al. (CVPR Workshops, 2023)

Visual Question Answering in the Medical Domain. - Louisa Canepa; Sonit Singh; Arcot Sowmya (DICTA, 2023)

Hybrid Unsupervised Deformable Image Registration for 4D CT Lung Image Intra-modalities. - Muhammad Zafar Iqbal; Imran Razzak; Abdul Qayyum; Tariq Mahmood Khan; Arcot Sowmya (DICTA, 2023)

Attention and Pooling based Sigmoid Colon Segmentation in 3D CT images. - Md Akizur Rahman; Sonit Singh; Kuruparan Shanmugalingam; Sankaran Iyer; Alan Blair 001; Praveen Ravindran; Arcot Sowmya (DICTA, 2023)

Evaluating a Human Detection Model in a Behaviour Analysis Pipeline for Suicide Prevention. - Dharshiena S. Yogesan; Sandersan Onie; Ryan Anthony J. de Belen; Gary Beavan; Arcot Sowmya; Mark E. Larsen (EMBC, 2023)

Temporal Understanding of Gaze Communication with GazeTransformer. - Ryan Anthony J. de Belen; Gelareh Mohammadi; Arcot Sowmya (Gaze Meets ML, 2023)

TSDNET: A Tumour Segmentation Network with 3D Direction-Wise Convolution. - Ziping Chu; Sonit Singh; Arcot Sowmya (ISBI, 2023)

Membranous Urethral Reconstruction and Segmentation in Multiplanar T2W MRI Images. - Kuruparan Shanmugalingam; Daniel Aaron Moses; Arcot Sowmya; Erik Meijering (ISBI, 2023)

Assessing Encoder-Decoder Architectures for Robust Coronary Artery Segmentation. - Shisheng Zhang; Ramtin Gharleghi; Sonit Singh; Arcot Sowmya; Susann Beier (IVCNZ, 2023)

Detection of Basal Cell Carcinoma in Whole Slide Images. - Hongyan Xu 002; Dadong Wang; Arcot Sowmya; Ian Katz (MICCAI (6), 2023)

Prostate Segmentation Using Multiparametric and Multiplanar Magnetic Resonance Images. - Kuruparan Shanmugalingam; Arcot Sowmya; Daniel Aaron Moses; Erik Meijering (MLMI@MICCAI (1), 2023)

CLIP-based Model for Effective and Explainable Apparent Personality Perception. - Peter Zhuowei Gan; Arcot Sowmya; Gelareh Mohammadi (MRAC@MM, 2023)

Ensemble feature selection with data-driven thresholding for Alzheimer's disease biomarker discovery. - Annette Spooner; Gelareh Mohammadi; Perminder S. Sachdev; Henry Brodaty; Arcot Sowmya (BMC Bioinform., 2023)

hist2RNA: An efficient deep learning architecture to predict gene expression from breast cancer histopathology images. - Raktim Kumar Mondol; Ewan K. A. Millar; Peter H. Graham; Lois Browne; Arcot Sowmya; Erik Meijering (CoRR, 2023)

MedShapeNet - A Large-Scale Dataset of 3D Medical Shapes for Computer Vision. - Jianning Li 002; Antonio Pepe 003; Christina Gsaxner; Gijs Luijten; Yuan Jin; Narmada Ambigapathy; Enrico Nasca; Naida Solak; Gian Marco Melito; Afaque R. Memon; Xiaojun Chen 003; Jan Stefan Kirschke; et al. (CoRR, 2023)

Video Generative Adversarial Networks: A Review. - Nuha Aldausari; Arcot Sowmya; Nadine Marcus; Gelareh Mohammadi (ACM Comput. Surv., 2023)

Super-Resolution Phase Retrieval Network for Single-Pattern Structured Light 3D Imaging. - Jianwen Song; Kai Liu 012; Arcot Sowmya; Changming Sun (IEEE Trans. Image Process., 2023)

A Federated Learning System for Histopathology Image Analysis With an Orchestral Stain-Normalization GAN. - Yiqing Shen 003; Arcot Sowmya; Yulin Luo; Xiaoyao Liang; Dinggang Shen; Jing Ke (IEEE Trans. Medical Imaging, 2023)

Imbalanced classification for protein subcellular localization with multilabel oversampling. - Priyanka Rana; Arcot Sowmya; Erik Meijering; Yang Song 001 (Bioinform., 2023)

Cancer Survival Prediction From Whole Slide Images With Self-Supervised Learning and Slide Consistency. - Lei Fan 007; Arcot Sowmya; Erik Meijering; Yang Song 001 (IEEE Trans. Medical Imaging, 2023)

A Multi-Scale Context Aware Attention Model for Medical Image Segmentation. - Md. Shariful Alam; Dadong Wang; Qiyu Liao; Arcot Sowmya (IEEE J. Biomed. Health Informatics, 2023)

Radiological Diagnosis of Chronic Liver Disease and Hepatocellular Carcinoma: A Review. - Sonit Singh; Shakira Hoque; Amany Zekry; Arcot Sowmya (J. Medical Syst., 2023)

Spectrogram-Based Imagification Applying Deep Learning on Omics Data. - Darren Chong; Sonit Singh; Arcot Sowmya (DICTA, 2024)

Masked-Enhanced Food Segment Anything Model for Automatic Dietary Intake Monitoring. - Zhongsui Guo; Bahman Javadi; Sonit Singh; Arcot Sowmya (DICTA, 2024)

Automatic Segmentation of Human Placenta from 3D Multimodal Ultrasound Data. - Sonit Singh; Gordon N. Stevenson; Brendan Mian; Alec Welsh; Arcot Sowmya (DICTA, 2024)

SCD-NAS: Towards Zero-Cost Training in Melanoma Diagnosis. - Hongyan Xu 002; Xiu Su; Arcot Sowmya; Ian Katz; Dadong Wang (ICME, 2024)

MM-Survnet: Deep Learning-Based Survival Risk Stratification in Breast Cancer Through Multimodal Data Fusion. - Raktim Kumar Mondol; Ewan K. A. Millar; Arcot Sowmya; Erik Meijering (ISBI, 2024)

Sigmoid Colon Localisation for Acute Diverticulitis Disease Using Sigloc 3D Convolution Neural Network. - Md Akizur Rahman; Sonit Singh; Sankaran Iyer; Alan Blair 001; Tae Jun Kim; Praveen Ravindran; Arcot Sowmya (MICAD, 2024)

Multi-Head AdaIN Audio-to-Video Motion Style Transfer. - Nuha Aldausari; Arcot Sowmya; Gelareh Mohammadi (ROBIO, 2024)

AMFP-net: Adaptive multi-scale feature pyramid network for diagnosis of pneumoconiosis from chest X-ray images. - Md. Shariful Alam; Dadong Wang; Arcot Sowmya (Artif. Intell. Medicine, 2024)

Automatic 3D Multi-modal Ultrasound Segmentation of Human Placenta using Fusion Strategies and Deep Learning. - Sonit Singh; Gordon N. Stevenson; Brendan Mein; Alec Welsh; Arcot Sowmya (CoRR, 2024)

Advancing Medical Image Segmentation with Mini-Net: A Lightweight Solution Tailored for Efficient Segmentation of Medical Images. - Syed Javed; Tariq Mahmood Khan; Abdul Qayyum; Arcot Sowmya; Imran Razzak (CoRR, 2024)

Region Guided Attention Network for Retinal Vessel Segmentation. - Syed Javed; Tariq Mahmood Khan; Abdul Qayyum; Arcot Sowmya; Imran Razzak (CoRR, 2024)

Multi-omics data integration for early diagnosis of hepatocellular carcinoma (HCC) using machine learning. - Annette Spooner; Mohammad Karimi Moridani; Azadeh Safarchi; Salim Maher; Fatemeh Vafaee; Amany Zekry; Arcot Sowmya (CoRR, 2024)

Efficient masked feature and group attention network for stereo image super-resolution. - Jianwen Song; Arcot Sowmya; Jien Kato; Changming Sun (Image Vis. Comput., 2024)

Efficient Hybrid Feature Interaction Network for Stereo Image Super-Resolution. - Jianwen Song; Arcot Sowmya; Changming Sun (IEEE Trans. Multim., 2024)

Hybrid unsupervised paradigm based deformable image fusion for 4D CT lung image modality. - Muhammad Zafar Iqbal; Imran Razzak; Abdul Qayyum; Thanh Thi Nguyen 001; M. Tanveer 001; Arcot Sowmya (Inf. Fusion, 2024)

BioFusionNet: Deep Learning-Based Survival Risk Stratification in ER+ Breast Cancer Through Multifeature and Multimodal Data Fusion. - Raktim Kumar Mondol; Ewan K. A. Millar; Arcot Sowmya; Erik Meijering (IEEE J. Biomed. Health Informatics, 2024)

Skin-Path. - Hongyan Xu 002; Arcot Sowmya; Dadong Wang; Ian Katz (IEEE DataPort, 2024)

Context-Aware LSTM for 3D Medical Image Localisation. - Manna E. Philip; Anna Erenbourg; Sonit Singh; Gordon N. Stevenson; Alec W. Welsh; Arcot Sowmya (ISBI, 2025)

Enhanced Coronary Artery Segmentation in CTCA Using Bridging Centreline Integration. - Hao Wu; Sonit Singh; Ramtin Gharleghi; Arcot Sowmya; Susann Beier (MIUA (3), 2025)

Benchmarking ensemble machine learning algorithms for multi-class, multi-omics data integration in clinical outcome prediction. - Annette Spooner; Mohammad Karimi Moridani; Barbra Toplis; Jason Behary; Azadeh Safarchi; Salim Maher; Fatemeh Vafaee; Amany Zekry; Arcot Sowmya (Briefings Bioinform., 2025)

Efficient frequency feature aggregation transformer for image super-resolution. - Jianwen Song; Arcot Sowmya; Changming Sun (Pattern Recognit., 2025)

GRAPHITE: Graph-Based Interpretable Tissue Examination for Enhanced Explainability in Breast Cancer Histopathology. - Raktim Kumar Mondol; Ewan K. A. Millar; Peter H. Graham; Lois Browne; Arcot Sowmya; Erik Meijering (CoRR, 2025)

GazeDETR: Gaze Detection using Disentangled Head and Gaze Representations. - Ryan Anthony Jalova de Belen; Gelareh Mohammadi; Arcot Sowmya (CoRR, 2025)

Identifying risk factors for Alzheimer's disease from multivariate longitudinal clinical data using temporal pattern mining. - Annette Spooner; Gelareh Mohammadi; Perminder S. Sachdev; Henry Brodaty; Arcot Sowmya (BMC Bioinform., 2025)