Fillipe Dias Moreira de Souza
Fillipe Dias Moreira de Souza
Machine Learning Engineer, Intel Corporation
E-mail confirmado em mail.usf.edu - Página inicial
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Violence detection in video using spatio-temporal features
FDM De Souza, GC Chavez, EA do Valle Jr, AA Araújo
2010 23rd SIBGRAPI Conference on Graphics, Patterns and Images, 224-230, 2010
1172010
Rate-invariant analysis of trajectories on riemannian manifolds with application in visual speech recognition
J Su, A Srivastava, FDM De Souza, S Sarkar
Proceedings of the IEEE conference on computer vision and pattern …, 2014
602014
Temporally coherent interpretations for long videos using pattern theory
F Souza, S Sarkar, A Srivastava, J Su
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2015
182015
Spatially coherent interpretations of videos using pattern theory
FDM de Souza, S Sarkar, A Srivastava, J Su
International Journal of Computer Vision 121 (1), 5-25, 2017
162017
An Evaluation on Color Invariant Based Local Spatiotemporal Features for Action Recognition
F Souza, E Valle, G Cámara-Chávez, AA Araújo
25th Conference on Graphics, Patterns and Images, 2012
162012
Content-based filtering for video sharing social networks
E Valle, S de Avila, A Luz Jr, F de Souza, M Coelho, A Araújo
arXiv preprint arXiv:1101.2427, 2011
122011
Pattern theory-based interpretation of activities
FDM De Souza, S Sarkar, A Srivastava, J Su
2014 22nd International Conference on Pattern Recognition, 106-111, 2014
112014
Color-aware local spatiotemporal features for action recognition
F Souza, E Valle, G Chávez, AA Araújo
Iberoamerican Congress on Pattern Recognition, 248-255, 2011
92011
Building semantic understanding beyond deep learning from sound and vision
FDM de Souza, S Sarkar, G Cámara-Chávez
2016 23rd International Conference on Pattern Recognition (ICPR), 2097-2102, 2016
72016
Towards a knowledge-based approach for generating video descriptions
S Aakur, FDM De Souza, S Sarkar
2017 14th Conference on Computer and Robot Vision (CRV), 24-31, 2017
62017
Pattern theory for representation and inference of semantic structures in videos
FDM De Souza, S Sarkar, A Srivastava, J Su
Pattern Recognition Letters 72, 41-51, 2016
52016
Hue histograms to spatiotemporal local features for action recognition
F Souza, E Valle, G Chávez, A Araújo
arXiv preprint arXiv:1104.3742, 2011
42011
Generating open world descriptions of video using common sense knowledge in a pattern theory framework
S Aakur, F de Souza, S Sarkar
Quarterly of Applied Mathematics 77 (2), 323-356, 2019
22019
Going Deeper with Semantics: Video Activity Interpretation using Semantic Contextualization
S Aakur, FDM de Souza, S Sarkar
2019 IEEE Winter Conference on Applications of Computer Vision (WACV), 190-199, 2019
22019
News browsing system: multimodal analysis
BN Teixeira, JEE Oliveira, FDM Souza, TO Cunha, AA Araújo, C Okamoto, ...
Proceedings of the 19th ACM international conference on Multimedia, 671-674, 2011
22011
An inherently explainable model for video activity interpretation
SN Aakur, FDM de Souza, S Sarkar
Workshops at the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
12018
On the Inherent Explainability of Pattern Theory-Based Video Event Interpretations
SN Aakur, FDM de Souza, S Sarkar
Explainable and Interpretable Models in Computer Vision and Machine Learning …, 2018
2018
Semantic Description of Activities in Videos
FDM De Souza
University of South Florida, 2017
2017
Exploiting Semantic Contextualization for Interpretation of Human Activity in Videos
S Aakur, FDM de Souza, S Sarkar
CoRR, 2017
2017
Video Event Understanding with Pattern Theory
F Souza, S Sarkar, A Srivastava, J Su
2015
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