2023
Sequence-aware multimodal page classification of Brazilian legal documents.
Int. J. Document Anal. Recognit., March, 2023
LayoutQT - Layout Quadrant Tags to embed visual features for document analysis.
Eng. Appl. Artif. Intell., 2023
2022
Immersive audio-visual scene reproduction using semantic scene reconstruction from 360 cameras.
Virtual Real., 2022
Data Augmented 3D Semantic Scene Completion with 2D Segmentation Priors.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022
Learn by Guessing: Multi-step Pseudo-label Refinement for Person Re-Identification.
Proceedings of the 17th International Joint Conference on Computer Vision, 2022
2021
Domain Adaptation for Person Re-Identification with Part Alignment and Progressive Pseudo-Labeling.
Int. J. Pattern Recognit. Artif. Intell., 2021
Towards robustness under occlusion for face recognition.
CoRR, 2021
Domain adaptation for person re-identification on new unlabeled data using AlignedReID++.
CoRR, 2021
Domain Adaptation for Holistic Skin Detection.
Proceedings of the 34th SIBGRAPI Conference on Graphics, Patterns and Images, 2021
2020
Domain Adaptation for Person Re-identification on New Unlabeled Data.
Proceedings of the 15th International Joint Conference on Computer Vision, 2020
Semantic Scene Completion from a Single 360-Degree Image and Depth Map.
Proceedings of the 15th International Joint Conference on Computer Vision, 2020
Inferring the Source of Official Texts: Can SVM Beat ULMFiT?
Proceedings of the Computational Processing of the Portuguese Language, 2020
VICTOR: a Dataset for Brazilian Legal Documents Classification.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020
Topic Modelling Brazilian Supreme Court Lawsuits.
Proceedings of the Legal Knowledge and Information Systems, 2020
EdgeNet: Semantic Scene Completion from a Single RGB- D Image.
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Multi-Mode Intra Prediction for Learning-Based Image Compression.
Proceedings of the IEEE International Conference on Image Processing, 2020
2019
Research Frontiers in Transfer Learning - a systematic and bibliometric review.
CoRR, 2019
EdgeNet: Semantic Scene Completion from RGB-D images.
CoRR, 2019
Hand range of motion evaluation for Rheumatoid Arthritis patients.
Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019
2018
Multiple Speaker Tracking in Spatial Audio via PHD Filtering and Depth-Audio Fusion.
IEEE Trans. Multim., 2018
An Audio-Visual System for Object-Based Audio: From Recording to Listening.
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IEEE Trans. Multim., 2018
Scalable object instance recognition based on keygraph matching.
Pattern Recognit. Lett., 2018
Document classification using a Bi-LSTM to unclog Brazil's supreme court.
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CoRR, 2018
Skin lesion segmentation using U-Net and good training strategies.
CoRR, 2018
Semantic Scene Completion Combining Colour and Depth: preliminary experiments.
CoRR, 2018
LeNER-Br: A Dataset for Named Entity Recognition in Brazilian Legal Text.
Proceedings of the Computational Processing of the Portuguese Language, 2018
2017
Adaptive Transductive Transfer Machines: A Pipeline for Unsupervised Domain Adaptation.
Proceedings of the Domain Adaptation in Computer Vision Applications., 2017
A decision cognizant Kullback-Leibler divergence.
Pattern Recognit., 2017
Object-Based Audio Rendering.
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CoRR, 2017
2016
Efficient Object Recognition Using Sampling of Keypoint Triples and Keygraph Structure.
Proceedings of the 29th SIBGRAPI Conference on Graphics, Patterns and Images, 2016
Identity association using PHD filters in multiple head tracking with depth sensors.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
One-Class to Multi-Class Model Update Using the Class-Incremental Optimum-Path Forest Classifier.
Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016
Room Layout Estimation with Object and Material Attributes Information Using a Spherical Camera.
Proceedings of the Fourth International Conference on 3D Vision, 2016
2015
Assessment of algorithms for mitosis detection in breast cancer histopathology images.
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Medical Image Anal., 2015
Person Tracking Using Audio and Depth Cues.
Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015
2014
Domain Anomaly Detection in Machine Perception: A System Architecture and Taxonomy.
IEEE Trans. Pattern Anal. Mach. Intell., 2014
Improved Object Matching Using Structural Relations.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2014
On detection of novel categories and subcategories of images using incongruence.
Proceedings of the International Conference on Multimedia Retrieval, 2014
Adaptive Transductive Transfer Machine.
Proceedings of the British Machine Vision Conference, 2014
Transductive Transfer Machine.
Proceedings of the Computer Vision - ACCV 2014, 2014
2012
Anomaly Detection and Knowledge Transfer in Automatic Sports Video Annotation.
Proceedings of the Detection and Identification of Rare Audiovisual Cues, 2012
Modeling the spatial layout of images beyond spatial pyramids.
Pattern Recognit. Lett., 2012
Images as sets of locally weighted features.
Comput. Vis. Image Underst., 2012
2011
An evaluation of bags-of-words and spatio-temporal shapes for action recognition.
Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2011), 2011
Transductive transfer learning for action recognition in tennis games.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011
Improved detection of ball hit events in a tennis game using multimodal information.
Proceedings of the Auditory-Visual Speech Processing, 2011
2010
Lattice-Based Anomaly Rectification for Sport Video Annotation.
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Ball event recognition using hmm for automatic tennis annotation.
Proceedings of the International Conference on Image Processing, 2010
Unified graph matching in Euclidean spaces.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010
2009
Character Recognition in Natural Images.
Proceedings of the VISAPP 2009 - Proceedings of the Fourth International Conference on Computer Vision Theory and Applications, Lisboa, Portugal, February 5-8, 2009, 2009
Hierarchical Image-Region Labeling via Structured Learning.
Proceedings of the British Machine Vision Conference, 2009
2008
Can relevance of images be inferred from eye movements?
Proceedings of the 1st ACM SIGMM International Conference on Multimedia Information Retrieval, 2008
2006
Recovering Articulated Pose: A Comparison of Two Pre and Postimposed Constraint Methods.
IEEE Trans. Pattern Anal. Mach. Intell., 2006
Directing the Attention of aWearable Camera by Pointing Gestures.
Proceedings of the 19th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2006), 2006
Regression-based Hand Pose Estimation from Multiple Cameras.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006
2002
Person Recognition through Eigeneyes Selection Based on Fuzzy Distance to Multiple Class Prototypes.
Proceedings of the 15th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2002), 2002
Head pose estimation for wearable robot control.
Proceedings of the British Machine Vision Conference 2002, 2002
2001
Feature Selection Based on Fuzzy Distances between Clusters: First Results on Simulated Data.
Proceedings of the Advances in Pattern Recognition, 2001
2000
Improved Face×Non-Face Discrimination using Fourier Descriptors through Feature Selection.
Proceedings of the 13th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2000), 2000
Detection and Tracking of Facial Features in Video Sequences.
Proceedings of the MICAI 2000: Advances in Artificial Intelligence, 2000
Eigenfaces Versus Eigeneyes: First Steps Toward Performance Assessment of Representations for Face Recognition.
Proceedings of the MICAI 2000: Advances in Artificial Intelligence, 2000