João Manuel R. S. Tavares
Orcid: 0000-0001-7603-6526Affiliations:
- University of Porto, Portugal
According to our database1,
João Manuel R. S. Tavares
authored at least 169 papers
between 2000 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
Comput. methods Biomech. Biomed. Eng. Imaging Vis., January, 2024
Ann. Math. Artif. Intell., January, 2024
2023
CT Images Segmentation Using a Deep Learning-Based Approach for Preoperative Projection of Human Organ Model Using Augmented Reality Technology.
Int. J. Comput. Intell. Appl., June, 2023
A customized residual neural network and bi-directional gated recurrent unit-based automatic speech recognition model.
Expert Syst. Appl., April, 2023
A Hierarchical modified AV1 codec for compression cartesian form of holograms in holo and object planes.
Multim. Tools Appl., March, 2023
IEEE Trans. Ind. Informatics, 2023
IEEE Trans. Hum. Mach. Syst., 2023
Deep Learning Approach for Human Action Recognition Using a Time Saliency Map Based on Motion Features Considering Camera Movement and Shot in Video Image Sequences.
Inf., 2023
Int. J. Interact. Multim. Artif. Intell., 2023
Detection of computationally-intensive functions in a medical image segmentation algorithm based on an active contour model.
Int. J. Comput. Sci. Eng., 2023
Proceedings of the Information Systems and Technologies, 2023
Audio Event Detection Based on Cross Correlation in Selected Frequency Bands of Spectrogram.
Proceedings of the Information Systems and Technologies, 2023
Camera Movement Cancellation in Video Using Phase Congruency and an FFT-Based Technique.
Proceedings of the Information Systems and Technologies, 2023
Analyzing Quality of Service and Defining Marketing Strategies for Public Transport: The Case of Metropolitan Area of Porto.
Proceedings of the Information Systems and Technologies, 2023
2022
J. Supercomput., 2022
Sensors, 2022
Transformers for Urban Sound Classification - A Comprehensive Performance Evaluation.
Sensors, 2022
Sound Classification and Processing of Urban Environments: A Systematic Literature Review.
Sensors, 2022
Convolutional Neural Networks and Heuristic Methods for Crowd Counting: A Systematic Review.
Sensors, 2022
Classification of Heart Sounds Using Chaogram Transform and Deep Convolutional Neural Network Transfer Learning.
Sensors, 2022
Binaural Acoustic Scene Classification Using Wavelet Scattering, Parallel Ensemble Classifiers and Nonlinear Fusion.
Sensors, 2022
9-DOF IMU-Based Attitude and Heading Estimation Using an Extended Kalman Filter with Bias Consideration.
Sensors, 2022
Optimizing a medical image registration algorithm based on profiling data for real-time performance.
Multim. Tools Appl., 2022
Semi-automatic segmentation of skin lesions based on superpixels and hybrid texture information.
Medical Image Anal., 2022
Assessing the impact of data augmentation and a combination of CNNs on leukemia classification.
Inf. Sci., 2022
Detection of Cardiovascular Disease Using Ensemble Feature Engineering With Decision Tree.
Int. J. Ambient Comput. Intell., 2022
A multi-head attention-based transformer model for traffic flow forecasting with a comparative analysis to recurrent neural networks.
Expert Syst. Appl., 2022
A multilevel paradigm for deep convolutional neural network features selection with an application to human gait recognition.
Expert Syst. J. Knowl. Eng., 2022
Concurr. Comput. Pract. Exp., 2022
White Matter, Gray Matter and Cerebrospinal Fluid Segmentation from Brain Magnetic Resonance Imaging Using Adaptive U-Net and Local Convolutional Neural Network.
Comput. J., 2022
A ensemble methodology for automatic classification of chest X-rays using deep learning.
Comput. Biol. Medicine, 2022
Segmentation of male pelvic organs on computed tomography with a deep neural network fine-tuned by a level-set method.
Comput. Biol. Medicine, 2022
IEEE Access, 2022
Proceedings of the 29th International Conference on Systems, Signals and Image Processing, 2022
Biomechanical Modeling and Pre-Operative Projection of A Human Organ using an Augmented Reality Technique During Open Hepatic Surgery.
Proceedings of the 26th International Conference Information Visualisation, 2022
Preoperative Image Segmentation for Organ Visualization Using Augmented Reality Technology During Open Liver Surgery.
Proceedings of the 26th International Conference Information Visualisation, 2022
Proceedings of the International Symposium on Artificial Intelligence and Mathematics 2022 (ISAIM 2022), 2022
Proceedings of the 35th IEEE International Symposium on Computer-Based Medical Systems, 2022
Proceedings of the 35th IEEE International Symposium on Computer-Based Medical Systems, 2022
2021
Diagnosis of Leukaemia in Blood Slides Based on a Fine-Tuned and Highly Generalisable Deep Learning Model.
Sensors, 2021
Urban Safety: An Image-Processing and Deep-Learning-Based Intelligent Traffic Management and Control System.
Sensors, 2021
Sensors, 2021
Data integration by two-sensors in a LEAP-based Virtual Glove for human-system interaction.
Multim. Tools Appl., 2021
A novel high-efficiency holography image compression method, based on HEVC, Wavelet, and nearest-neighbor interpolation.
Multim. Tools Appl., 2021
Versatile Convolutional Networks Applied to Computed Tomography and Magnetic Resonance Image Segmentation.
J. Medical Syst., 2021
Multi-Step Clustering Approach of Myelinated Nerve Fibers in Experimental Neuromorphology.
Int. J. Ambient Comput. Intell., 2021
Biomed. Signal Process. Control., 2021
A hybrid of deep and textural features to differentiate glomerulosclerosis and minimal change disease from glomerulus biopsy images.
Biomed. Signal Process. Control., 2021
Biomed. Signal Process. Control., 2021
A Coarse to Fine Corneal Ulcer Segmentation Approach Using U-net and DexiNed in Chain.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2021
Novel Time-Frequency Based Scheme for Detecting Sound Events from Sound Background in Audio Segments.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2021
2020
Deep-learning framework to detect lung abnormality - A study with chest X-Ray and lung CT scan images.
Pattern Recognit. Lett., 2020
MQSMER: a mixed quadratic shape model with optimal fuzzy membership functions for emotion recognition.
Neural Comput. Appl., 2020
Classification of calcified regions in atherosclerotic lesions of the carotid artery in computed tomography angiography images.
Neural Comput. Appl., 2020
Multim. Tools Appl., 2020
Deep Learning in Radiation Oncology Treatment Planning for Prostate Cancer: A Systematic Review.
J. Medical Syst., 2020
Special issue: third MICCAI workshop on bio-imaging and visualization for patient-customized simulations.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2020
Special issue: 'CMBBE2018 - 15th international symposium on computer methods in biomechanics and biomedical engineering & 3rd conference on imaging and visualization'.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2020
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2020
Using a distance map and an active contour model to segment the carotid artery boundary from the lumen contour in proton density weighted magnetic resonance images.
Comput. Biol. Medicine, 2020
Proceedings of the 2020 International Conference on Systems, Signals and Image Processing, 2020
2019
Delay Tolerant Network assisted flying Ad-Hoc network scenario: modeling and analytical perspective.
Wirel. Networks, 2019
Computational diagnosis of skin lesions from dermoscopic images using combined features.
Neural Comput. Appl., 2019
Automated recognition of lung diseases in CT images based on the optimum-path forest classifier.
Neural Comput. Appl., 2019
Self-organizing mapping based swarm intelligence for secondary and tertiary proteins classification.
Int. J. Mach. Learn. Cybern., 2019
Techniques of medical image processing and analysis accelerated by high-performance computing: a systematic literature review.
J. Real Time Image Process., 2019
Efficient parallelization on GPU of an image smoothing method based on a variational model.
J. Real Time Image Process., 2019
Int. J. Ambient Comput. Intell., 2019
Special issue: VI ECCOMAS thematic conference on computational vision and medical image processing (VipIMAGE).
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2019
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2019
Classification of mice hepatic granuloma microscopic images based on a deep convolutional neural network.
Appl. Soft Comput., 2019
2018
Social Group Optimization Supported Segmentation and Evaluation of Skin Melanoma Images.
Symmetry, 2018
Computational methods for pigmented skin lesion classification in images: review and future trends.
Neural Comput. Appl., 2018
Neural Comput. Appl., 2018
Log Transform Based Optimal Image Enhancement Using Firefly Algorithm for Autonomous Mini Unmanned Aerial Vehicle: An Application of Aerial Photography.
Int. J. Image Graph., 2018
A medical records managing and securing blockchain based system supported by a Genetic Algorithm and Discrete Wavelet Transform.
Cogn. Syst. Res., 2018
Automated segmentation of the atrial region and fossa ovalis towards computer-aided planning of inter-atrial wall interventions.
Comput. Methods Programs Biomed., 2018
V ECCOMAS thematic conference on computational vision and medical image processing (VipIMAGE).
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2018
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2018
Comput. Intell. Neurosci., 2018
Towards EEG-based BCI driven by emotions for addressing BCI-Illiteracy: a meta-analytic review.
Behav. Inf. Technol., 2018
IEEE Access Special Section Editorial: Soft Computing Techniques for Image Analysis in the Medical Industry - Current Trends, Challenges and Solutions.
IEEE Access, 2018
A Novel Interventional Guidance Framework for Transseptal Puncture in Left Atrial Interventions.
Proceedings of the Simulation, Image Processing, and Ultrasound Systems for Assisted Diagnosis and Navigation, 2018
2017
Analysis of human tissue densities: A new approach to extract features from medical images.
Pattern Recognit. Lett., 2017
Embedded real-time speed limit sign recognition using image processing and machine learning techniques.
Neural Comput. Appl., 2017
A competitive strategy for atrial and aortic tract segmentation based on deformable models.
Medical Image Anal., 2017
Automatic segmentation of the lumen region in intravascular images of the coronary artery.
Medical Image Anal., 2017
Novel and powerful 3D adaptive crisp active contour method applied in the segmentation of CT lung images.
Medical Image Anal., 2017
Effect of fuzzy partitioning in Crohn's disease classification: a neuro-fuzzy-based approach.
Medical Biol. Eng. Comput., 2017
Expert Syst. Appl., 2017
Skin lesion computational diagnosis of dermoscopic images: Ensemble models based on input feature manipulation.
Comput. Methods Programs Biomed., 2017
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2017
Perception of noise and global illumination: Toward an automatic stopping criterion based on SVM.
Comput. Graph., 2017
Hidden Markov model and Chapman Kolmogrov for protein structures prediction from images.
Comput. Biol. Chem., 2017
2016
A Novel Approach to Segment Skin Lesions in Dermoscopic Images Based on a Deformable Model.
IEEE J. Biomed. Health Informatics, 2016
Expert Syst. Appl., 2016
A review of computational methods applied for identification and quantification of atherosclerotic plaques in images.
Expert Syst. Appl., 2016
Expert Syst. Appl., 2016
Comput. Methods Programs Biomed., 2016
Computational methods for the image segmentation of pigmented skin lesions: A review.
Comput. Methods Programs Biomed., 2016
Comput. Methods Programs Biomed., 2016
Special issue: IV ECCOMAS thematic conference on computational vision and medical image processing (VipIMAGE).
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2016
CompIMAGE'14 - computational modeling of objects presented in images: fundamentals, methods and applications.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2016
Comput. Intell. Neurosci., 2016
Comput. Biol. Medicine, 2016
Recent Advances on optimum-Path Forest for Data Classification: Supervised, Semi-Supervised, and Unsupervised Learning.
Proceedings of the Handbook of Pattern Recognition and Computer Vision, 5th Ed., 2016
2015
Ultrasonic Sensor Signals and Optimum Path Forest Classifier for the Microstructural Characterization of Thermally-Aged Inconel 625 Alloy.
Sensors, 2015
A Review of the Quantification and Classification of Pigmented Skin Lesions: From Dedicated to Hand-Held Devices.
J. Medical Syst., 2015
Parameter Optimization for Local Polynomial Approximation based Intersection Confidence Interval Filter Using Genetic Algorithm: An Application for Brain MRI Image De-Noising.
J. Imaging, 2015
Special issue: 1st MICCAI workshop on bio- imaging and visualization for patient-customized simulations.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2015
Computational modeling of objects presented in images: fundamentals, methods and applications.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2015
Thermal Infrared Image Processing to Assess Heat Generated by Magnetic Nanoparticles for Hyperthermia Applications.
Proceedings of the Advances in Visual Computing - 11th International Symposium, 2015
2014
A path- and label-cost propagation approach to speedup the training of the optimum-path forest classifier.
Pattern Recognit. Lett., 2014
Toward hemodynamic diagnosis of carotid artery stenosis based on ultrasound image data and computational modeling.
Medical Biol. Eng. Comput., 2014
Haemodynamic conditions of patient-specific carotid bifurcation based on ultrasound imaging.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2014
Proceedings of the Advances in Visual Computing - 10th International Symposium, 2014
On the Training of Artificial Neural Networks with Radial Basis Function Using Optimum-Path Forest Clustering.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
Proceedings of the Computational Modeling of Objects Presented in Images. Fundamentals, Methods, and Applications, 2014
2013
Enhanced spatio-temporal alignment of plantar pressure image sequences using B-splines.
Medical Biol. Eng. Comput., 2013
A novel automatic algorithm for the segmentation of the lumen of the carotid artery in ultrasound B-mode images.
Expert Syst. Appl., 2013
Computer techniques towards the automatic characterization of graphite particles in metallographic images of industrial materials.
Expert Syst. Appl., 2013
Automatic microstructural characterization and classification using artificial intelligence techniques on ultrasound signals.
Expert Syst. Appl., 2013
Entropy, 2013
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2013
Segmentation of female pelvic organs in axial magnetic resonance images using coupled geometric deformable models.
Comput. Biol. Medicine, 2013
Automatic segmentation of the lumen of the carotid artery in ultrasound B-mode images.
Proceedings of the Medical Imaging 2013: Computer-Aided Diagnosis, 2013
2012
Pattern Recognit., 2012
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Proceedings of the Articulated Motion and Deformable Objects, 2012
2011
Medical Biol. Eng. Comput., 2011
Medical Biol. Eng. Comput., 2011
Precipitates Segmentation from Scanning Electron Microscope Images through Machine Learning Techniques.
Proceedings of the Combinatorial Image Analysis - 14th International Workshop, 2011
2010
EURASIP J. Adv. Signal Process., 2010
Fast Automatic Microstructural Segmentation of Ferrous Alloy Samples Using Optimum-Path Forest.
Proceedings of the Computational Modeling of Objects Represented in Images, 2010
2009
Improvement of Modal Matching Image Objects in Dynamic Pedobarography using Optimization Techniques.
Proceedings of the Progress in Computer Vision and Image Analysis, 2009
Proceedings of the Computer Vision, Imaging and Computer Graphics. Theory and Applications, 2009
Fast 3D Reconstruction of the Spine Using User-Defined Splines and a Statistical Articulated Model.
Proceedings of the Advances in Visual Computing, 5th International Symposium, 2009
Magnetic Resonance Imaging of the Vocal Tract - Techniques and Applications.
Proceedings of the IMAGAPP 2009, 2009
A Review on the Current Segmentation Algorithms for Medical Images.
Proceedings of the IMAGAPP 2009, 2009
2008
e Minds Int. J. Hum. Comput. Interact., 2008
Volumetric Object Reconstruction using Generalized Voxel Coloring.
Proceedings of the Image Analysis, 2008
Calibration of Bi-planar Radiography with a Rangefinder and a Small Calibration Object.
Proceedings of the Advances in Visual Computing, 4th International Symposium, 2008
2007
Proceedings of the Gesture-Based Human-Computer Interaction and Simulation, 2007
2006
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006
Methodologies to build automatic point distribution models for faces represented in images.
Proceedings of the Computational Modeling of Objects Represented in Images-Fundamentals, 2006
A gait analysis laboratory for rehabilitation of patients with musculoskeletal impairments.
Proceedings of the Computational Modeling of Objects Represented in Images-Fundamentals, 2006
A system for the acquisition and analysis of the 3D mandibular movement to be used in dental medicine.
Proceedings of the Computational Modeling of Objects Represented in Images-Fundamentals, 2006
Efficient approximation of the Mahalanobis distance for tracking with the Kalman filter.
Proceedings of the Computational Modeling of Objects Represented in Images-Fundamentals, 2006
Reconstruction of 3D models from medical images: application to female pelvic organs.
Proceedings of the Computational Modeling of Objects Represented in Images-Fundamentals, 2006
Analyzing objects in images for estimating the delamination influence on load carrying capacity of composite laminates.
Proceedings of the Computational Modeling of Objects Represented in Images-Fundamentals, 2006
Physical simulation using FEM, modal analysis and the dynamic equilibrium equation.
Proceedings of the Computational Modeling of Objects Represented in Images-Fundamentals, 2006
Two methodologies for iris detection and location in face images.
Proceedings of the Computational Modeling of Objects Represented in Images-Fundamentals, 2006
External anatomical shapes reconstruction from turntable image sequences using a single off-the-shelf camera.
Proceedings of the Computational Modeling of Objects Represented in Images-Fundamentals, 2006
2004
Objects Matching Improvement Using Optimization Techniques in a Geometric Modal Methodology.
Proceedings of the 12-th International Conference in Central Europe on Computer Graphics, 2004
Proceedings of the 2004 ACM Symposium on Applied Computing (SAC), 2004
Two Approaches for a Servomechanism Control System Using Computer Vision.
Proceedings of the ICINCO 2004, 2004
Dynamic Pedobarography Transitional Objects by Lagrange's Equation with FEM, Modal Matching, and Optimization Techniques.
Proceedings of the Image Analysis and Recognition: International Conference, 2004
Improvement of Modal Matching Image Objects in Dynamic Pedobarography Using Optimization Techniques.
Proceedings of the Articulated Motion and Deformable Objects, Third International Workshop, 2004
2000
Parallel Image Processing System on a Cluster of Personal Computers (Best Student Paper Award: First Prize).
Proceedings of the Vector and Parallel Processing, 2000
Proceedings of the 9th Heterogeneous Computing Workshop, 2000