Marcelo Gattass
Orcid: 0000-0002-8561-302X
According to our database1,
Marcelo Gattass
authored at least 127 papers
between 1996 and 2023.
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Bibliography
2023
J. Intell. Robotic Syst., December, 2023
3D point cloud denoising using anisotropic neighborhoods and a novel sharp feature detection algorithm.
Vis. Comput., November, 2023
Generalization of deep learning models for natural gas indication in 2D seismic data.
Pattern Recognit., September, 2023
Comput. methods Biomech. Biomed. Eng. Imaging Vis., May, 2023
Detection of potential gas accumulations in 2D seismic images using spatio-temporal, PSO, and convolutional LSTM approaches.
Expert Syst. Appl., April, 2023
2022
Eng. Comput., 2022
A cascade approach for automatic segmentation of cardiac structures in short-axis cine-MR images using deep neural networks.
Expert Syst. Appl., 2022
Kidney tumor segmentation from computed tomography images using DeepLabv3+ 2.5D model.
Expert Syst. Appl., 2022
Comput. Biol. Medicine, 2022
Proceedings of the SAC '22: The 37th ACM/SIGAPP Symposium on Applied Computing, Virtual Event, April 25, 2022
2021
Segmentation and quantification of COVID-19 infections in CT using pulmonary vessels extraction and deep learning.
Multim. Tools Appl., 2021
J. Intell. Robotic Syst., 2021
Automatic method for classifying COVID-19 patients based on chest X-ray images, using deep features and PSO-optimized XGBoost.
Expert Syst. Appl., 2021
An automatic method for segmentation of liver lesions in computed tomography images using deep neural networks.
Expert Syst. Appl., 2021
Bayesian convolutional neural network estimation for pediatric pneumonia detection and diagnosis.
Comput. Methods Programs Biomed., 2021
2020
Tear Film Classification in Interferometry Eye Images Using Phylogenetic Diversity Indexes and Ripley's K Function.
IEEE J. Biomed. Health Informatics, 2020
Comput. Geosci., 2020
Seismic fault detection in real data using transfer learning from a convolutional neural network pre-trained with synthetic seismic data.
Comput. Geosci., 2020
Interferometer eye image classification for dry eye categorization using phylogenetic diversity indexes for texture analysis.
Comput. Methods Programs Biomed., 2020
Comput. Biol. Medicine, 2020
Breast cancer diagnosis from histopathological images using textural features and CBIR.
Artif. Intell. Medicine, 2020
2019
Modified Quality Threshold Clustering for Temporal Analysis and Classification of Lung Lesions.
IEEE Trans. Image Process., 2019
Breast cancer detection in mammography using spatial diversity, geostatistics, and concave geometry.
Multim. Tools Appl., 2019
Multim. Tools Appl., 2019
Seismic Fault Detection Using Convolutional Neural Networks Trained on Synthetic Poststacked Amplitude Maps.
IEEE Geosci. Remote. Sens. Lett., 2019
Eng. Comput., 2019
Comput. Electr. Eng., 2019
Pathophysiological mapping of tumor habitats in the breast in DCE-MRI using molecular texture descriptor.
Comput. Biol. Medicine, 2019
Visual SLAM in Human Populated Environments: Exploring the Trade-off between Accuracy and Speed of YOLO and Mask R-CNN.
Proceedings of the 19th International Conference on Advanced Robotics, 2019
2018
Classification of patterns of benignity and malignancy based on CT using topology-based phylogenetic diversity index and convolutional neural network.
Pattern Recognit., 2018
Classification of malignant and benign lung nodules using taxonomic diversity index and phylogenetic distance.
Medical Biol. Eng. Comput., 2018
Convolutional neural network and texture descriptor-based automatic detection and diagnosis of glaucoma.
Expert Syst. Appl., 2018
Convolutional neural network-based PSO for lung nodule false positive reduction on CT images.
Comput. Methods Programs Biomed., 2018
Detection of white matter lesion regions in MRI using SLIC0 and convolutional neural network.
Comput. Methods Programs Biomed., 2018
Detection of mass regions in mammograms by bilateral analysis adapted to breast density using similarity indexes and convolutional neural networks.
Comput. Methods Programs Biomed., 2018
Classification of breast tissues into mass and non-mass by means of the micro-genetic algorithm, phylogenetic trees, LBP and SVM.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2018
Augmented visualization using homomorphic filtering and Haar-based natural markers for power systems substations.
Comput. Ind., 2018
Automatic methods for diagnosis of glaucoma using texture descriptors based on phylogenetic diversity.
Comput. Electr. Eng., 2018
Method of differentiation of benign and malignant masses in digital mammograms using texture analysis based on phylogenetic diversity.
Comput. Electr. Eng., 2018
Proceedings of the 31st SIBGRAPI Conference on Graphics, Patterns and Images, 2018
2017
Lung-Nodule Classification Based on Computed Tomography Using Taxonomic Diversity Indexes and an SVM.
J. Signal Process. Syst., 2017
Multim. Tools Appl., 2017
Multim. Tools Appl., 2017
Automatic method for quantitative automatic evaluation in dynamic renal scintilography images.
Multim. Tools Appl., 2017
Unsupervised detection of density changes through principal component analysis for lung lesion classification.
Multim. Tools Appl., 2017
Automatic mass detection in mammography images using particle swarm optimization and functional diversity indexes.
Multim. Tools Appl., 2017
Medical Biol. Eng. Comput., 2017
Medical Biol. Eng. Comput., 2017
Computer-aided diagnosis system for lung nodules based on computed tomography using shape analysis, a genetic algorithm, and SVM.
Medical Biol. Eng. Comput., 2017
IEEE Geosci. Remote. Sens. Lett., 2017
Computer-Aided Diagnosis of Lung Nodules in Computed Tomography by Using Phylogenetic Diversity, Genetic Algorithm, and SVM.
J. Digit. Imaging, 2017
An Approach for Construction of Augmented Reality Systems using Natural Markers and Mobile Sensors in Industrial Fields.
Int. J. Comput. Commun. Control, 2017
Eng. Comput., 2017
Lung nodule classification using artificial crawlers, directional texture and support vector machine.
Expert Syst. Appl., 2017
Comput. Methods Programs Biomed., 2017
Comput. Methods Programs Biomed., 2017
Semi-automatic methodology for augmented panorama development in industrial outdoor environments.
Adv. Eng. Softw., 2017
2016
Texture analysis of masses malignant in mammograms images using a combined approach of diversity index and local binary patterns distribution.
Expert Syst. Appl., 2016
Comput. Math. Appl., 2016
2015
Automatic Detection of Masses in Mammograms Using Quality Threshold Clustering, Correlogram Function, and SVM.
J. Digit. Imaging, 2015
J. Digit. Imaging, 2015
Detection of masses in mammograms with adaption to breast density using genetic algorithm, phylogenetic trees, LBP and SVM.
Expert Syst. Appl., 2015
Classification of breast regions as mass and non-mass based on digital mammograms using taxonomic indexes and SVM.
Comput. Biol. Medicine, 2015
Comput. Biol. Medicine, 2015
Proceedings of the XVII Symposium on Virtual and Augmented Reality, 2015
Proceedings of the 30th Annual ACM Symposium on Applied Computing, 2015
Proceedings of the 23rd European Symposium on Artificial Neural Networks, 2015
2014
Neurocomputing, 2014
Automatic detection of small lung nodules in 3D CT data using Gaussian mixture models, Tsallis entropy and SVM.
Eng. Appl. Artif. Intell., 2014
Automatic detection of solitary lung nodules using quality threshold clustering, genetic algorithm and diversity index.
Artif. Intell. Medicine, 2014
Proceedings of the 26th IEEE International Symposium on Computer Architecture and High Performance Computing, 2014
2013
A mass classification using spatial diversity approaches in mammography images for false positive reduction.
Expert Syst. Appl., 2013
Detection of masses based on asymmetric regions of digital bilateral mammograms using spatial description with variogram and cross-variogram functions.
Comput. Biol. Medicine, 2013
Proceedings of the 28th Annual ACM Symposium on Applied Computing, 2013
2012
Analysis of directional patterns of lung nodules in computerized tomography using Getis statistics and their accumulated forms as malignancy and benignity indicators.
Pattern Recognit. Lett., 2012
Automatic segmentation of lung nodules with growing neural gas and support vector machine.
Comput. Biol. Medicine, 2012
System Model for Shooting Training Based on Interactive Video, Three-Dimensional Computer Graphics and Laser Ray Capture.
Proceedings of the 14th Symposium on Virtual and Augmented Reality, 2012
2011
A graph-mining algorithm for automatic detection and counting of embryonic stem cells in fluorescence microscopy images.
Integr. Comput. Aided Eng., 2011
Comput. Biol. Medicine, 2011
2010
Proceedings of the 9th International Conference on Virtual Reality Continuum and its Applications in Industry, 2010
Visual Pitch Class Profile - A Video-based Method for Real-time Guitar Chord Identification.
Proceedings of the VISAPP 2010 - Proceedings of the Fifth International Conference on Computer Vision Theory and Applications, Angers, France, May 17-21, 2010, 2010
Proceedings of the 18th Color and Imaging Conference, 2010
2009
Detection of Breast Masses in Mammogram Images Using Growing Neural Gas Algorithm and Ripley's <i>K</i> Function.
J. Signal Process. Syst., 2009
IEEE Computer Graphics and Applications, 2009
Proceedings of the 8th International Conference on Virtual Reality Continuum and its Applications in Industry, 2009
Automatic Embryonic Stem Cells Detection and Counting Method in Fluorescence Microscopy Images.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
Integrating VR in an Engineering Collaborative Problem Solving Environment.
Proceedings of the ICEIS 2009, 2009
Towards the use of collaborative virtual environments to crew unmanned oil platforms.
Proceedings of the 13th International Conference on Computers Supported Cooperative Work in Design, 2009
2008
Diagnosis of solitary lung nodules using the local form of Ripley's K function applied to three-dimensional CT data.
Comput. Methods Programs Biomed., 2008
Proceedings of the 2008 ACM Symposium on Solid and Physical Modeling, 2008
A Software Architecture for an Engineering Collaborative Problem Solving Environment.
Proceedings of the 32nd Annual IEEE Software Engineering Workshop, 2008
Collaborative Environment for Engineering Simulations with Integrated VR Visualization.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2008 Workshops, 2008
Proceedings of the Advances in Visual Computing, 4th International Symposium, 2008
Proceedings of the Advances in Visual Computing, 4th International Symposium, 2008
Proceedings of the 12th International Conference on CSCW in Design, 2008
Proceedings of the British Machine Vision Conference 2008, Leeds, UK, September 2008, 2008
Proceedings of the British Machine Vision Conference 2008, Leeds, UK, September 2008, 2008
2007
Using Quadtrees for Energy Minimization Via Graph Cuts.
Proceedings of the 12th International Fall Workshop on Vision, Modeling, and Visualization, 2007
Classification of Breast Masses in Mammogram Images Using Ripley's K Function and Support Vector Machine.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2007
Proceedings of the Advances in Visual Computing, Third International Symposium, 2007
A Novel Optical Tracking Algorithm for Point-Based Projective Invariant Marker Patterns.
Proceedings of the Advances in Visual Computing, Third International Symposium, 2007
2006
Proceedings of the Proceedings VRCIA 2006 ACM International Conference on Virtual Reality Continuum and its Applications, 2006
Using Neural Networks to Evaluate the Effectiveness of a new Seismic Fault Attribute.
Proceedings of the SBRN 2006, 2006
2005
Diagnosis of lung nodule using semivariogram and geometric measures in computerized tomography images.
Comput. Methods Programs Biomed., 2005
Semivariogram and SGLDM Methods Comparison for the Diagnosis of Solitary Lung Nodule.
Proceedings of the Pattern Recognition and Image Analysis, Second Iberian Conference, 2005
2004
Analysis of spatial variability using geostatistical functions for diagnosis of lung nodule in computerized tomography images.
Pattern Anal. Appl., 2004
A multimedia workflow-based collaborative engineering environment for oil & gas industry.
Proceedings of the Proceedings VRCAI 2004, 2004
Proceedings of the Structural, 2004
Proceedings of the XVII Brazilian Symposium on Computer Graphics and Image Processing, 2004
Diagnosis of lung nodule using Gini coefficient and skeletonization in computerized tomography images.
Proceedings of the 2004 ACM Symposium on Applied Computing (SAC), 2004
A Multimedia Workflow-Based Collaborative Engineering Environment: Integrating an Adaptative Workflow with a Multimedia Collaboration System and a Collaborative Virtual Environment for Petroleum Engineering.
Proceedings of the ICEIS 2004, 2004
Proceedings of the 10th Eurographics Symposium on Virtual Environments, 2004
Proceedings of the 2nd International Symposium on 3D Data Processing, 2004
2002
Proceedings of the 10-th International Conference in Central Europe on Computer Graphics, 2002
Finding Solutions for Effective Collaboration in a Heterogeneous Industrial Scenario.
Proceedings of the Seventh International Conference on CSCW in Design, 2002
2001
Proceedings of the Advances in Pattern Recognition, 2001
2000
Combined 3D visualization of volume data and polygonal models using a Shear-Warp algorithm.
Comput. Graph., 2000
Proceedings of the 13th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2000), 2000
Proceedings of the 13th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2000), 2000
1999
Proceedings of the XII Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI '99), 1999
Proceedings of the XII Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI '99), 1999
Multiple Display Viewing Architecture for Virtual Environments over Heterogeneous Networks.
Proceedings of the XII Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI '99), 1999
TDA - Um Método para Indexar Topologicamente Atributos Espaciais.
Proceedings of the XIV Simpósio Brasileiro de Banco de Dados, 1999
Proceedings of the International Conference on Information Visualisation, 1999
1996