Arcot Sowmya

Orcid: 0000-0001-9236-5063

According to our database1, Arcot Sowmya authored at least 203 papers between 1994 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Hybrid unsupervised paradigm based deformable image fusion for 4D CT lung image modality.
Inf. Fusion, February, 2024

MM-SurvNet: Deep Learning-Based Survival Risk Stratification in Breast Cancer Through Multimodal Data Fusion.
CoRR, 2024

BioFusionNet: Deep Learning-Based Survival Risk Stratification in ER+ Breast Cancer Through Multifeature and Multimodal Data Fusion.
CoRR, 2024

Automatic 3D Multi-modal Ultrasound Segmentation of Human Placenta using Fusion Strategies and Deep Learning.
CoRR, 2024

2023
Radiological Diagnosis of Chronic Liver Disease and Hepatocellular Carcinoma: A Review.
J. Medical Syst., December, 2023

A Multi-Scale Context Aware Attention Model for Medical Image Segmentation.
IEEE J. Biomed. Health Informatics, August, 2023

Cancer Survival Prediction From Whole Slide Images With Self-Supervised Learning and Slide Consistency.
IEEE Trans. Medical Imaging, May, 2023

Imbalanced classification for protein subcellular localization with multilabel oversampling.
Bioinform., January, 2023

A Federated Learning System for Histopathology Image Analysis With an Orchestral Stain-Normalization GAN.
IEEE Trans. Medical Imaging, 2023

Super-Resolution Phase Retrieval Network for Single-Pattern Structured Light 3D Imaging.
IEEE Trans. Image Process., 2023

Video Generative Adversarial Networks: A Review.
ACM Comput. Surv., 2023

MedShapeNet - A Large-Scale Dataset of 3D Medical Shapes for Computer Vision.
CoRR, 2023

hist2RNA: An efficient deep learning architecture to predict gene expression from breast cancer histopathology images.
CoRR, 2023

Ensemble feature selection with data-driven thresholding for Alzheimer's disease biomarker discovery.
BMC Bioinform., 2023

CLIP-based Model for Effective and Explainable Apparent Personality Perception.
Proceedings of the 1st International Workshop on Multimodal and Responsible Affective Computing, 2023

Prostate Segmentation Using Multiparametric and Multiplanar Magnetic Resonance Images.
Proceedings of the Machine Learning in Medical Imaging - 14th International Workshop, 2023

Detection of Basal Cell Carcinoma in Whole Slide Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Assessing Encoder-Decoder Architectures for Robust Coronary Artery Segmentation.
Proceedings of the 38th International Conference on Image and Vision Computing New Zealand, 2023

Membranous Urethral Reconstruction and Segmentation in Multiplanar T2W MRI Images.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

TSDNET: A Tumour Segmentation Network with 3D Direction-Wise Convolution.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Evaluating a Human Detection Model in a Behaviour Analysis Pipeline for Suicide Prevention.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Attention and Pooling based Sigmoid Colon Segmentation in 3D CT images.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2023

Hybrid Unsupervised Deformable Image Registration for 4D CT Lung Image Intra-modalities.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2023

Visual Question Answering in the Medical Domain.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2023

NTIRE 2023 Challenge on Stereo Image Super-Resolution: Methods and Results.
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Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
From academia to policy makers: a methodology for real-time forecasting of infrequent events.
J. Comput. Soc. Sci., November, 2022

Towards Building a Visual Behaviour Analysis Pipeline for Suicide Detection and Prevention.
Sensors, 2022

Complex shearlets and rotary phase congruence tensor for corner detection.
Pattern Recognit., 2022

Efficient corner detection based on corner enhancement filters.
Digit. Signal Process., 2022

Computed tomography coronary angiogram images, annotations and associated data of normal and diseased arteries.
CoRR, 2022

Temporal Pattern Mining for Analysis of Longitudinal Clinical Data: Identifying Risk Factors for Alzheimer's Disease.
CoRR, 2022

Ensemble feature selection with clustering for analysis of high-dimensional, correlated clinical data in the search for Alzheimer's disease biomarkers.
CoRR, 2022

Transient wall shear stress estimation in coronary bifurcations using convolutional neural networks.
Comput. Methods Programs Biomed., 2022

Towards automated coronary artery segmentation: A systematic review.
Comput. Methods Programs Biomed., 2022

Automated segmentation of normal and diseased coronary arteries - The ASOCA challenge.
Comput. Medical Imaging Graph., 2022

Blood-based transcriptomic signature panel identification for cancer diagnosis: benchmarking of feature extraction methods.
Briefings Bioinform., 2022

Training radiomics-based CNNs for clinical outcome prediction: Challenges, strategies and findings.
Artif. Intell. Medicine, 2022

Attention Guided Deep Supervision Model for Prostate Segmentation in Multisite Heterogeneous MRI Data.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022

Fast FF-to-FFPE Whole Slide Image Translation via Laplacian Pyramid and Contrastive Learning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Tgnet: A Task-Guided Network Architecture for Multi-Organ and Tumour Segmentation from Partially Labelled Datasets.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

Imbalanced Cell-Cycle Classification Using Wgan-Div and Mixup.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

A Machine Learning Framework for Fully Automatic 3D Fetal Cardiac Ultrasound Evaluation.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

Learning Left Main Bifurcation Shape Features with an Autoencoder.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

Multi-scale alignment and Spatial ROI Module for COVID-19 Diagnosis.
Proceedings of the International Joint Conference on Neural Networks, 2022

Region-Based Trajectory Analysis for Abnormal Behaviour Detection: A Trial Study for Suicide Detection and Prevention.
Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022

Vertebral Compression Fracture detection using Multiple Instance Learning and Majority Voting.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

Data Agnostic Filter Gating For Efficient Deep Networks.
Proceedings of the IEEE International Conference on Acoustics, 2022

ScanpathNet: A Recurrent Mixture Density Network for Scanpath Prediction.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

Cascaded Siamese Self-supervised Audio to Video GAN.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

Zero-shot Personality Perception From Facial Images.
Proceedings of the AI 2022: Advances in Artificial Intelligence, 2022

Diverse Audio-to-Video GAN using Multiscale Image Fusion.
Proceedings of the AI 2022: Advances in Artificial Intelligence, 2022

2021
Attentive Feature Refinement Network for Single Rainy Image Restoration.
IEEE Trans. Image Process., 2021

Efficient EM-variational inference for nonparametric Hawkes process.
Stat. Comput., 2021

Context-Enhanced Representation Learning for Single Image Deraining.
Int. J. Comput. Vis., 2021

Organ localisation using supervised and semi supervised approaches combining reinforcement learning with imitation learning.
CoRR, 2021

Semi-supervised Siamese Networks for Change Recognition with VHR Imagery.
Proceedings of MACLEAN: MAChine Learning for EArth ObservatioN Workshop co-located with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2021), 2021

Learning Visual Features by Colorization for Slide-Consistent Survival Prediction from Whole Slide Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Multi-Label Classification Based On Subcellular Region-Guided Feature Description For Protein Localisation.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Bidirectional Convolutional-LSTM based Network for lung segmentation of chest X-ray images.
Proceedings of the 33rd IEEE International Conference on Tools with Artificial Intelligence, 2021

PhonicsGAN: Synthesizing Graphical Videos from Phonics Songs.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021

Deep learning based stereo cost aggregation on a small dataset.
Proceedings of the 2021 Digital Image Computing: Techniques and Applications, 2021

Improved Spatio-temporal Action Localization for Surveillance Videos.
Proceedings of the 2021 Digital Image Computing: Techniques and Applications, 2021

Image data augmentation for improving performance of deep learning-based model in pathological lung segmentation.
Proceedings of the 2021 Digital Image Computing: Techniques and Applications, 2021

EyeXplain Autism: Interactive System for Eye Tracking Data Analysis and Deep Neural Network Interpretation for Autism Spectrum Disorder Diagnosis.
Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

2020
Cascaded Attention Guidance Network for Single Rainy Image Restoration.
IEEE Trans. Image Process., 2020

Learning a Compact Vein Discrimination Model With GANerated Samples.
IEEE Trans. Inf. Forensics Secur., 2020

Multi-Weighted Co-Occurrence Descriptor Encoding for Vein Recognition.
IEEE Trans. Inf. Forensics Secur., 2020

Corner detection based on shearlet transform and multi-directional structure tensor.
Pattern Recognit., 2020

Fast multi-resolution segmentation for nonstationary Hawkes process using cumulants.
Int. J. Data Sci. Anal., 2020

Brain tumour segmentation using cascaded 3D densely-connected U-net.
CoRR, 2020

A Novel Approach to Vertebral Compression Fracture Detection Using Imitation Learning and Patch Based Convolutional Neural Network.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Deep Learning for Time Averaged Wall Shear Stress Prediction in Left Main Coronary Bifurcations.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Self-Supervised Remote Sensing Image Retrieval.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Automated Brain Tumour Segmentation Using Cascaded 3D Densely-Connected U-Net.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2020

2019
Scalable Inference for Nonparametric Hawkes Process Using Pólya-Gamma Augmentation.
CoRR, 2019

Hawkes Process with Stochastic Triggering Kernel.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019

Recovering DTW Distance Between Noise Superposed NHPP.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019

Robust CNNs for detecting collapsed buildings with crowd-sourced data.
Proceedings of the Joint Urban Remote Sensing Event, 2019

Convolutional Neural Networks for Automated Fetal Cardiac Assessment using 4D B-Mode Ultrasound.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Deep Learning for Volumetric Segmentation in Spatio-Temporal Data: Application to Segmentation of Prostate in DCE-MRI.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Exploring Latent Structure Similarity for Bayesian Nonparameteric Model with Mixture of NHPP Sequence.
Proceedings of the Neural Information Processing - 26th International Conference, 2019

ERL-Net: Entangled Representation Learning for Single Image De-Raining.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Selective Detection and Segmentation of Cervical Cells.
Proceedings of the 11th International Conference on Bioinformatics and Biomedical Technology, 2019

Multimodal Brain Tumour Segmentation using Densely Connected 3D Convolutional Neural Network.
Proceedings of the 2019 Digital Image Computing: Techniques and Applications, 2019

2018
A Refined MISD Algorithm Based on Gaussian Process Regression.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

Lesion detection in ultra-wide field retinal images for diabetic retinopathy diagnosis.
Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018

Deep fusion pipeline for mild cognitive impairment diagnosis.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

2017
Applications and Challenges of Wearable Visual Lifeloggers.
Computer, 2017

CogVis: attention-driven cognitive architecture for visual change detection.
Proceedings of the Symposium on Applied Computing, 2017

Automatic detection of diabetic retinopathy features in ultra-wide field retinal images.
Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017

Deep Learning Approach for Classification of Mild Cognitive Impairment Subtypes.
Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods, 2017

Prediction of Protein X-ray Crystallisation Trial Image Time-courses.
Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods, 2017

A performance acceleration algorithm of spectral unmixing via subset selection.
Proceedings of the 25th European Symposium on Artificial Neural Networks, 2017

A Fast Approximate Spectral Unmixing Algorithm Based on Segmentation.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

2016
Soft Hough Forest-ERTs: Generalized Hough Transform based object detection from soft-labelled training data.
Pattern Recognit., 2016

Automatic 3D modelling of human diaphragm from lung MDCT images.
Int. J. Comput. Assist. Radiol. Surg., 2016

A context-based privacy preserving framework for wearable visual lifeloggers.
Proceedings of the 2016 IEEE International Conference on Pervasive Computing and Communication Workshops, 2016

Multi-view Learning for Classification of X-Ray Crystallography Images.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2016

Semi-quantitative analysis of prostate perfusion MRI by clustering of pre and post contrast enhancement phases.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Optimized GPU implementation for dynamic programming in image data processing.
Proceedings of the 35th IEEE International Performance Computing and Communications Conference, 2016

Classification of Mild Cognitive Impairment Subtypes using Neuropsychological Data.
Proceedings of the 5th International Conference on Pattern Recognition Applications and Methods, 2016

Efficient GPU Computing Framework of Cloud Filtering in Remotely Sensed Image Processing.
Proceedings of the 2016 International Conference on Digital Image Computing: Techniques and Applications, 2016

Interactive Chan-Vese Approach with Random Walk for Medical Images Segmentation.
Proceedings of the 9th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2016), 2016

2015
An Underwater Color Image Quality Evaluation Metric.
IEEE Trans. Image Process., 2015

Automatic patient-customised 3D reconstruction of human costal cartilage from lung MDCT dataset.
Int. J. Comput. Assist. Radiol. Surg., 2015

Building Change Detection Based on Markov Random Field: Exploiting Both Pixel and Corner Features.
Proceedings of the 2015 International Conference on Digital Image Computing: Techniques and Applications, 2015

Batch Mode Active Learning for Object Detection Based on Maximum Mean Discrepancy.
Proceedings of the 2015 International Conference on Digital Image Computing: Techniques and Applications, 2015

2014
New Image Quality Evaluation Metric for Underwater Video.
IEEE Signal Process. Lett., 2014

Improving GA-Based NoC Mapping Algorithms Using a Formal Model.
Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2014

Patient-customized 3D reconstruction of human ribs from lung MDCT dataset.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Human Action Description Based on Temporal Pyramid Histograms.
Proceedings of the ICPRAM 2014, 2014

Multi-users Real-Time Interaction with Bacterial Biofilm Images Using Augmented Reality.
Proceedings of the Virtual, Augmented and Mixed Reality. Applications of Virtual and Augmented Reality, 2014

A Semi-Quantitative Analysis Model with Parabolic Modelling for DCE-MRI Sequences of Prostate.
Proceedings of the 2014 International Conference on Digital Image Computing: Techniques and Applications, 2014

2013
Analyzing an embedded sensor with timed automata in uppaal.
ACM Trans. Embed. Comput. Syst., 2013

A weakly supervised approach for object detection based on Soft-Label Boosting.
Proceedings of the 2013 IEEE Workshop on Applications of Computer Vision, 2013

A study of touchless versus touch-based interactions with bacterial biofilm images.
Proceedings of the 12th ACM International Conference on Virtual Reality Continuum and Its Applications in Industry, 2013

Victim detection and localisation in an urban disaster site.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2013

Robust human appearance matching across multi-cameras.
Proceedings of the IEEE International Conference on Image Processing, 2013

Efficient graph cuts based extraction of vertebral column and ribs in lung MDCT images.
Proceedings of the IEEE International Conference on Image Processing, 2013

High Precision Localization of Bacterium and Scientific Visualization.
Proceedings of the 2013 IEEE International Conference on Computer Vision Workshops, 2013

Single-Handed Driving System with Kinect.
Proceedings of the Human-Computer Interaction. Applications and Services, 2013

Machine Learning Based Urban Change Detection by Fusing High Resolution Aerial Images and Lidar Data.
Proceedings of the Geo-Informatics in Resource Management and Sustainable Ecosystem, 2013

3-D segmentation of human sternum in lung MDCT images.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Kernel Partial Least Squares Based Hierarchical Building Change Detection Using High Resolution Aerial Images and Lidar Data.
Proceedings of the 2013 International Conference on Digital Image Computing: Techniques and Applications, 2013

2012
Robot Localisation Using Natural Landmarks.
Proceedings of the RoboCup 2012: Robot Soccer World Cup XVI [papers from the 16th Annual RoboCup International Symposium, 2012

Classifier ensemble with incremental learning for disaster victim detection.
Proceedings of the 2012 IEEE International Conference on Robotics and Biomimetics, 2012

Perceptual Evaluation of Automatic 2.5D Cartoon Modelling.
Proceedings of the Knowledge Management and Acquisition for Intelligent Systems, 2012

Formal Estimation of Worst-Case Communication Latency in a Network-on-Chip.
Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2012

Predicting onsets of genocide with sparse additive models.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Sparse Dictionary Reconstruction for Textile Defect Detection.
Proceedings of the 11th International Conference on Machine Learning and Applications, 2012

Cell tracking and mitosis detection using splitting flow networks in phase-contrast imaging.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011
Distributed, multi-sensor tracking of multiple participants within immersive environments using a 2-cohort camera setup.
Mach. Vis. Appl., 2011

Combining Graph-Cut Technique and Anatomical Knowledge for Automatic Segmentation of Lungs affected by Diffuse Parenchymal Disease in HRCT Images.
Int. J. Image Graph., 2011

Feature fusion for vehicle detection and tracking with low-angle cameras.
Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2011), 2011

Application of Formal Methods for System-Level Verification of Network on Chip.
Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2011

Multiscale sparse representation of high-resolution computed tomography (HRCT) lung images for diffuse lung disease classification.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Employing temporal information for cell segmentation using max-flow/min-cut in phase-contrast video microscopy.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010
ACS: Automatic Converter Synthesis for SoC Bus Protocols.
Proceedings of the Tools and Algorithms for the Construction and Analysis of Systems, 2010

Incremental System Engineering Using Process Networks.
Proceedings of the Knowledge Management and Acquisition for Smart Systems and Services, 2010

Tensor Power Method for Efficient MAP Inference in Higher-order MRFs.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

On-line, Incremental Learning for Real-Time Vision Based Movement Recognition.
Proceedings of the Ninth International Conference on Machine Learning and Applications, 2010

Scale-Space Representation of Lung HRCT Images for Diffuse Lung Disease Classification.
Proceedings of the Image and Signal Processing, 4th International Conference, 2010

Vehicle detection and tracking with low-angle cameras.
Proceedings of the International Conference on Image Processing, 2010

Efficient Additive Models via the Generalized Lasso.
Proceedings of the ICDMW 2010, 2010

Affinity Propagation Feature Clustering with Application to Vehicle Detection and Tracking in Road Traffic Surveillance.
Proceedings of the Seventh IEEE International Conference on Advanced Video and Signal Based Surveillance, 2010

Spatial-Temporal Affinity Propagation for Feature Clustering with Application to Traffic Video Analysis.
Proceedings of the Computer Vision - ACCV 2010, 2010

Geometry Aware Local Kernels for Object Recognition.
Proceedings of the Computer Vision - ACCV 2010, 2010

2009
Provably correct on-chip communication: A formal approach to automatic protocol converter synthesis.
ACM Trans. Design Autom. Electr. Syst., 2009

Multi-level classification of emphysema in HRCT lung images.
Pattern Anal. Appl., 2009

SparseSPOT: using a priori 3-D tracking for real-time multi-person voxel reconstruction.
Proceedings of the ACM Symposium on Virtual Reality Software and Technology, 2009

Feature clustering for vehicle detection and tracking in road traffic surveillance.
Proceedings of the International Conference on Image Processing, 2009

Diffuse lung disease classification in HRCT lung images using generalized Gaussian density modeling of wavelets coefficients.
Proceedings of the International Conference on Image Processing, 2009

A spectral method for context based disambiguation of image annotations.
Proceedings of the International Conference on Image Processing, 2009

A formal approach to design space exploration of protocol converters.
Proceedings of the Design, Automation and Test in Europe, 2009

Directional Multi-scale Modeling of High-Resolution Computed Tomography (HRCT) Lung Images for Diffuse Lung Disease Classification.
Proceedings of the Computer Analysis of Images and Patterns, 13th International Conference, 2009

2008
Segmentation of Lung Patterns in High-Resolution Computed Tomography Images of the Lung.
Int. J. Comput. Intell. Appl., 2008

Designing Relevant Features for Continuous Data Sets Using ICA.
Int. J. Comput. Intell. Appl., 2008

Multi-level Classification of Emphysema in HRCT Lung Images Using Delegated Classifiers.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

Multiple Camera, Multiple Person Tracking with Pointing Gesture Recognition in Immersive Environments.
Proceedings of the Advances in Visual Computing, 4th International Symposium, 2008

Automatically transforming and relating Uppaal models of embedded systems.
Proceedings of the 8th ACM & IEEE International conference on Embedded software, 2008

Situated Cognition in the Semantic Web Era.
Proceedings of the Knowledge Engineering: Practice and Patterns, 2008

A Formal Approach To The Protocol Converter Problem.
Proceedings of the Design, Automation and Test in Europe, 2008

2007
A Test Bed for Web Services Protocols.
Proceedings of the International Conference on Internet and Web Applications and Services (ICIW 2007), 2007

An Adaptable Formal Model for Web Services Protocols.
Proceedings of the International Conference on Internet and Web Applications and Services (ICIW 2007), 2007

Level Learning Set: A Novel Classifier Based on Active Contour Models.
Proceedings of the Machine Learning: ECML 2007, 2007

2006
ASEHA: A Framework for Modelling and Verification ofWeb Services Protocols.
Proceedings of the Fourth IEEE International Conference on Software Engineering and Formal Methods (SEFM 2006), 2006

A Sniffer Based Approach to WS Protocols Conformance Checking.
Proceedings of the 5th International Symposium on Parallel and Distributed Computing (ISPDC 2006), 2006

Incremental learning for segmentation in medical images.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

Active Contour with Neural Networks-Based Information Fusion Kernel.
Proceedings of the Neural Information Processing, 13th International Conference, 2006

Automatic Detection of Tram Tracks on HRCT Images.
Proceedings of the International Conference on Image Processing, 2006

A timing model for synchronous language implementations in simulink.
Proceedings of the 6th ACM & IEEE International conference on Embedded software, 2006

Feature Weighted Minimum Distance Classifier with Multi-class Confidence Estimation.
Proceedings of the AI 2006: Advances in Artificial Intelligence, 2006

Learning Parameter Tuning for Object Extraction.
Proceedings of the Computer Vision, 2006

2005
Formal Models in Industry Standard Tools: an Argos Block within Simulink.
Int. J. Softw. Eng. Knowl. Eng., 2005

Support Vector Machine Experiments for Road Recognition in High Resolution Images.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2005

Knowledge-Driven Automated Detection of Pleural Plaques and Thickening in High Resolution CT of the Lung.
Proceedings of the Information Processing in Medical Imaging, 2005

Multi-Image 2D-PAGE Feature Detection.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2005

2004
Bridge Over Troubled Wrappers: Automated Interface Synthesis.
Proceedings of the 17th International Conference on VLSI Design (VLSI Design 2004), 2004

An approach to appearance-based simultaneous localization and map building (SLAM).
Proceedings of the 2004 IEEE Conference on Robotics, Automation and Mechatronics, 2004

Tuning kernel function parameters of support vector machines for segmentation of lung disease patterns in high-resolution computed tomography images.
Proceedings of the Medical Imaging 2004: Image Processing, 2004

Multilevel emphysema diagnosis of HRCT lung images in an incremental framework.
Proceedings of the Medical Imaging 2004: Image Processing, 2004

Detection of Bronchovascular pairs on HRCT Lung Images Through Relational Learning.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

Lung Disease Detection Using Frequency Spectrum Analysis.
Proceedings of the ICVGIP 2004, 2004

Feature Subset Selection using ICA for Classifying Emphysema in HRCT Images.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Synchronous Protocol Automata: A Framework for Modelling and Verification of SoC Communication Architectures.
Proceedings of the 2004 Design, 2004

2003
Support Vector Machines for Road Extraction from Remotely Sensed Images.
Proceedings of the Computer Analysis of Images and Patterns, 10th International Conference, 2003

2002
Design of a Mobile Robot Controller Using Esterel Tools.
Proceedings of the Synchronous Languages, Applications, and Programming, 2002

k-time Forced Simulation: A Formal Verification Technique for IP Reuse.
Proceedings of the 20th International Conference on Computer Design (ICCD 2002), 2002

2001
Forced simulation: A technique for automating component reuse in embedded systems.
ACM Trans. Design Autom. Electr. Syst., 2001

A formal approach to component based development of synchronous programs.
Proceedings of ASP-DAC 2001, 2001

2000
Automatic Component Matching Using Forced Simulation.
Proceedings of the 13th International Conference on VLSI Design (VLSI Design 2000), 2000

Automated Component Adaptation by Forced Simulation.
Proceedings of the 5th Australasian Computer Architecture Conference (ACAC 2000), 31 January, 2000

1999
Feature Extraction: Issues, New Features, and Symbolic Representation.
Proceedings of the Visual Information and Information Systems, 1999

Learning Discriminatory and Descriptive Rules by an Inductive Logic Programming System.
Proceedings of the Sixteenth International Conference on Machine Learning (ICML 1999), Bled, Slovenia, June 27, 1999

1998
Extending Statecharts with Temporal Logic.
IEEE Trans. Software Eng., 1998

CFSMcharts: A New Language for Microprocessor Based system Design.
Proceedings of the 11th International Conference on VLSI Design (VLSI Design 1991), 1998

Integrated Techniques for Self-Organisation, Sampling, Habituation, and Motion-Tracking in Visual Robotics Applications.
Proceedings of IAPR Workshop on Machine Vision Applications, 1998

Autonomous Robot Navigation by Active Visual Motion Analysis and Understanding.
Proceedings of IAPR Workshop on Machine Vision Applications, 1998

A real-time variable sampling technique: DIEM.
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

Hidden time model for specification and verification of embedded systems.
Proceedings of the 10th Euromicro Conference on Real-Time Systems (ECRTS 1998), 1998

1996
Automatic Acquisition of Object Models by Relational Learning.
Proceedings of the Visual Information Systems, 1996

Automatic Model Building from Images for Multimedia Systems.
Proceedings of the 1996 MultiMedia Modeling: Towards The Information Society Superhighway, 1996

1994
Generating Symbolic Descriptions of Two-dimensional Blocks World.
Proceedings of IAPR Workshop on Machine Vision Applications, 1994


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