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ORCIDAnderson Rocha 0001
Anderson de Rezende Rocha
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- affiliation: University of Campinas, Institute of Computing, Sao Paulo, Brazil
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2020 – today
- 2024
[j109]Gabriel Cirac Mendes Souza
, Jeanfranco Farfan, Guilherme Daniel Avansi, Denis José Schiozer, Anderson Rocha:
Cross-Domain Feature learning and data augmentation for few-shot proxy development in oil industry. Appl. Soft Comput. 149(Part A): 110972 (2024)- [j108]Jeanfranco Farfan, Gabriel Cirac Mendes Souza, Guilherme Daniel Avansi, Célio Maschio, Denis José Schiozer, Anderson Rocha:
End-to-end dimensionality reduction and regression from 3D geological uncertainties to estimate oil reservoir simulations. Appl. Soft Comput. 162: 111799 (2024) - [j107]Pedro Ribeiro Mendes, Soroor Salavati, Oscar Linares, Maiara Moreira Gonçalves, Marcelo Ferreira Zampieri, Vitor Hugo de Sousa Ferreira, Manuel Castro, Rafael de Oliveira Werneck, Renato Moura, Elayne Morais, Ahmed Esmin, Leopoldo Lusquino, Denis José Schiozer, Alexandre Ferreira, Alessandra Davólio, Anderson Rocha:
Rock-type classification: A (critical) machine-learning perspective. Comput. Geosci. 193: 105730 (2024) - [j106]Daniel Moreira, Sébastien Marcel, Anderson Rocha:
Synthetic Realities and Artificial Intelligence-Generated Contents. IEEE Secur. Priv. 22(3): 7-10 (2024) - [j105]Daniel Moreira, Sébastien Marcel, Anderson Rocha:
Synthetic Realities and Artificial Intelligence-Generated Contents. IEEE Secur. Priv. 22(4): 101-102 (2024) - [j104]Gabriel Cirac Mendes Souza, Guilherme Daniel Avansi, Jeanfranco Farfan, Denis José Schiozer, Anderson Rocha:
Few-shot learning and modeling of 3D reservoir properties for predicting oil reservoir production. Neural Comput. Appl. 36(23): 14527-14541 (2024) - [j103]Hui Liu, Wenya Wang, Hao Sun, Anderson Rocha, Haoliang Li:
Robust Domain Misinformation Detection via Multi-Modal Feature Alignment. IEEE Trans. Inf. Forensics Secur. 19: 793-806 (2024) - [c87]Michael Macedo Diniz, Anderson Rocha:
Open-Set Deepfake Detection To Fight The Unknown. ICASSP 2024: 13091-13095 - [i36]Chenqi Kong, Anwei Luo, Peijun Bao, Haoliang Li, Renjie Wan, Zengwei Zheng, Anderson Rocha, Alex C. Kot:
Open-Set Deepfake Detection: A Parameter-Efficient Adaptation Method with Forgery Style Mixture. CoRR abs/2408.12791 (2024) - [i35]João Phillipe Cardenuto, Sara Mandelli, Daniel Moreira, Paolo Bestagini, Edward J. Delp, Anderson Rocha:
Explainable Artifacts for Synthetic Western Blot Source Attribution. CoRR abs/2409.18881 (2024) - [i34]Jing Yang, Anderson Rocha:
Take It Easy: Label-Adaptive Self-Rationalization for Fact Verification and Explanation Generation. CoRR abs/2410.04002 (2024) - 2023
- [j102]Víctor Martínez, Anderson Rocha:
The Golem: A General Data-Driven Model for Oil & Gas Forecasting Based on Recurrent Neural Networks. IEEE Access 11: 41105-41132 (2023) - [j101]Didier A. Vega-Oliveros, José Nascimento, Bahram Lavi, Anderson Rocha:
Real-world-events data sifting through ultra-small labeled datasets and graph fusion. Appl. Soft Comput. 132: 109865 (2023) - [j100]Gabriel Cirac Mendes Souza, Jeanfranco Farfan, Guilherme Daniel Avansi, Denis José Schiozer, Anderson Rocha:
Deep hierarchical distillation proxy-oil modeling for heterogeneous carbonate reservoirs. Eng. Appl. Artif. Intell. 126: 107076 (2023) - [j99]Mauro Barni, Patrizio Campisi, Edward J. Delp, Gwenaël J. Doërr, Jessica J. Fridrich, Nasir D. Memon, Fernando Pérez-González, Anderson Rocha, Luisa Verdoliva, Min Wu:
Information Forensics and Security: A quarter-century-long journey. IEEE Signal Process. Mag. 40(5): 67-79 (2023) - [j98]Antonio Theophilo, Romain Giot, Anderson Rocha:
Authorship Attribution of Social Media Messages. IEEE Trans. Comput. Soc. Syst. 10(1): 10-23 (2023) - [j97]Gabriel Bertocco, Antonio Theophilo, Fernanda A. Andaló, Anderson de Rezende Rocha:
Leveraging Ensembles and Self-Supervised Learning for Fully-Unsupervised Person Re-Identification and Text Authorship Attribution. IEEE Trans. Inf. Forensics Secur. 18: 3876-3890 (2023) - [c86]Kien Nguyen, Clinton Fookes, Sridha Sridharan, Feng Liu, Xiaoming Liu, Arun Ross, Dana Michalski, Huy Nguyen, Debayan Deb, Mahak Kothari, Manisha Saini, Dawei Du, Scott McCloskey, Gabriel Bertocco, Fernanda A. Andaló, Terrance E. Boult, Anderson Rocha, Haidong Zhu, Zhaoheng Zheng, Ram Nevatia, Zaigham A. Randhawa, Sinan Sabri, Gianfranco Doretto:
AG-ReID 2023: Aerial-Ground Person Re-identification Challenge Results. IJCB 2023: 1-10 - [c85]Rebeca Padovani Ederli, Didier A. Vega-Oliveros, Aurea Soriano-Vargas, Anderson Rocha, Zanoni Dias:
Sleep-Wake Classification using Recurrence Plots from Smartwatch Accelerometer Data. LA-CCI 2023: 1-6 - [i33]Chenqi Kong, Kexin Zheng, Yibing Liu, Shiqi Wang, Anderson Rocha, Haoliang Li:
M3FAS: An Accurate and Robust MultiModal Mobile Face Anti-Spoofing System. CoRR abs/2301.12831 (2023) - [i32]João Phillipe Cardenuto, Jing Yang, Rafael Padilha, Renjie Wan, Daniel Moreira, Haoliang Li, Shiqi Wang, Fernanda A. Andaló, Sébastien Marcel, Anderson Rocha:
The Age of Synthetic Realities: Challenges and Opportunities. CoRR abs/2306.11503 (2023) - [i31]Gabriel Bertocco, Fernanda A. Andaló, Terrance E. Boult, Anderson Rocha:
Large-scale Fully-Unsupervised Re-Identification. CoRR abs/2307.14278 (2023) - [i30]Mauro Barni, Patrizio Campisi, Edward J. Delp, Gwenaël J. Doërr, Jessica J. Fridrich, Nasir D. Memon, Fernando Pérez-González, Anderson Rocha, Luisa Verdoliva, Min Wu:
Information Forensics and Security: A quarter-century-long journey. CoRR abs/2309.12159 (2023) - [i29]Chenqi Kong, Anwei Luo, Shiqi Wang, Haoliang Li, Anderson Rocha, Alex C. Kot:
Pixel-Inconsistency Modeling for Image Manipulation Localization. CoRR abs/2310.00234 (2023) - [i28]Hui Liu, Wenya Wang, Hao Sun, Anderson Rocha, Haoliang Li:
Robust Domain Misinformation Detection via Multi-modal Feature Alignment. CoRR abs/2311.14315 (2023) - [i27]Irene Amerini, Anderson Rocha, Paul L. Rosin, Xianfang Sun:
Media Forensics and the Challenge of Big Data (Dagstuhl Seminar 23021). Dagstuhl Reports 13(1): 1-35 (2023) - 2022
- [j96]Sara Mandelli, Davide Cozzolino, Edoardo Daniele Cannas, João P. Cardenuto, Daniel Moreira, Paolo Bestagini, Walter J. Scheirer, Anderson Rocha, Luisa Verdoliva, Stefano Tubaro, Edward J. Delp:
Forensic Analysis of Synthetically Generated Western Blot Images. IEEE Access 10: 59919-59932 (2022) - [j95]Fabio Massacci, Antonino Sabetta, Jelena Mirkovic, Toby Murray, Hamed Okhravi, Mohammad Mannan, Anderson Rocha, Eric Bodden, Daniel E. Geer:
"Free" as in Freedom to Protest? IEEE Secur. Priv. 20(5): 16-21 (2022) - [j94]William Dias, Fernanda A. Andaló, Rafael Padilha, Gabriel Bertocco, Waldir R. de Almeida, Paula D. P. Costa, Anderson Rocha:
Cross-dataset emotion recognition from facial expressions through convolutional neural networks. J. Vis. Commun. Image Represent. 82: 103395 (2022) - [j93]João P. Cardenuto, Anderson Rocha:
Benchmarking Scientific Image Forgery Detectors. Sci. Eng. Ethics 28(4): 35 (2022) - [j92]Rafael Padilha, Tawfiq Salem, Scott Workman, Fernanda A. Andaló, Anderson Rocha, Nathan Jacobs:
Content-Aware Detection of Temporal Metadata Manipulation. IEEE Trans. Inf. Forensics Secur. 17: 1316-1327 (2022) - [j91]Chenqi Kong, Baoliang Chen, Haoliang Li, Shiqi Wang, Anderson Rocha, Sam Kwong:
Detect and Locate: Exposing Face Manipulation by Semantic- and Noise-Level Telltales. IEEE Trans. Inf. Forensics Secur. 17: 1741-1756 (2022) - [j90]Chenqi Kong, Kexin Zheng, Shiqi Wang, Anderson Rocha, Haoliang Li:
Beyond the Pixel World: A Novel Acoustic-Based Face Anti-Spoofing System for Smartphones. IEEE Trans. Inf. Forensics Secur. 17: 3238-3253 (2022) - [j89]Didier A. Vega-Oliveros, Liang Zhao, Anderson Rocha, Lilian Berton:
Link Prediction Based on Stochastic Information Diffusion. IEEE Trans. Neural Networks Learn. Syst. 33(8): 3522-3532 (2022) - [j88]Klaus Rollmann, Aurea Soriano-Vargas, Forlan Almeida, Alessandra Davolio, Denis José Schiozer, Anderson Rocha:
Convolutional Neural Network Formulation to Compare 4-D Seismic and Reservoir Simulation Models. IEEE Trans. Syst. Man Cybern. Syst. 52(5): 3052-3065 (2022) - [j87]Pedro Ribeiro Mendes Júnior, Terrance E. Boult, Jacques Wainer, Anderson Rocha:
Open-Set Support Vector Machines. IEEE Trans. Syst. Man Cybern. Syst. 52(6): 3785-3798 (2022) - [c84]Antonio Theophilo, Rafael Padilha, Fernanda A. Andaló, Anderson Rocha:
Explainable Artificial Intelligence for Authorship Attribution on Social Media. ICASSP 2022: 2909-2913 - [c83]Jing Yang, Didier Augusto Vega-Oliveros, Tais Seibt, Anderson Rocha:
Explainable Fact-Checking Through Question Answering. ICASSP 2022: 8952-8956 - [c82]José Nascimento, João Phillipe Cardenuto, Jing Yang, Anderson Rocha:
Few-shot Learning for Multi-modal Social Media Event Filtering. WIFS 2022: 1-6 - [c81]Antonio Theophilo, Anderson Rocha:
Authorship Attribution of Small Messages Through Language Models. WIFS 2022: 1-6 - [d6]Anselmo Ferreira, Siovani Cintra Felipussi, Ramon Pires, Geise Santos, Sandra Avila, Jorge Albuquerque Lambert, Jiwu Huang, Anderson Rocha:
Eyes in the Skies: A Data-driven Fusion Approach to Identifying Drug Crops from Remote Sensing Images Dataset. IEEE DataPort, 2022
- [i26]Gabriel Bertocco, Antonio Theofilo, Fernanda A. Andaló, Anderson Rocha:
Reasoning for Complex Data through Ensemble-based Self-Supervised Learning. CoRR abs/2202.03126 (2022) - [i25]José Nascimento, João Phillipe Cardenuto, Jing Yang, Anderson Rocha:
Few-shot Learning for Multi-modal Social Media Event Filtering. CoRR abs/2211.10340 (2022) - 2021
- [j86]Marcos M. Raimundo, Thalita F. Drumond, Alan Caio R. Marques, Christiano Lyra, Anderson Rocha, Fernando J. Von Zuben:
Exploring multiobjective training in multiclass classification. Neurocomputing 435: 307-320 (2021) - [j85]Bruno Malveira Peixoto, Bahram Lavi, Zanoni Dias, Anderson Rocha:
Harnessing high-level concepts, visual, and auditory features for violence detection in videos. J. Vis. Commun. Image Represent. 78: 103174 (2021) - [j84]Rafael Padilha, Fernanda A. Andaló, Bahram Lavi, Luís A. M. Pereira, Anderson Rocha:
Temporally sorting images from real-world events. Pattern Recognit. Lett. 147: 212-219 (2021) - [j83]Aparna Bharati, Daniel Moreira, Patrick J. Flynn, Anderson de Rezende Rocha, Kevin W. Bowyer, Walter J. Scheirer:
Transformation-Aware Embeddings for Image Provenance. IEEE Trans. Inf. Forensics Secur. 16: 2493-2507 (2021) - [j82]Caroline Mazini Rodrigues, Aurea Soriano-Vargas, Bahram Lavi, Anderson Rocha, Zanoni Dias:
Manifold Learning for Real-World Event Understanding. IEEE Trans. Inf. Forensics Secur. 16: 2957-2972 (2021) - [j81]Gabriel Bertocco, Fernanda A. Andaló, Anderson Rocha:
Unsupervised and Self-Adaptative Techniques for Cross-Domain Person Re-Identification. IEEE Trans. Inf. Forensics Secur. 16: 4419-4434 (2021) - [j80]Joel Brogan, Aparna Bharati, Daniel Moreira, Anderson Rocha, Kevin W. Bowyer, Patrick J. Flynn, Walter J. Scheirer:
Fast Local Spatial Verification for Feature-Agnostic Large-Scale Image Retrieval. IEEE Trans. Image Process. 30: 6892-6905 (2021) - [c80]Lucas Oliveira David, Hélio Pedrini, Zanoni Dias, Anderson Rocha:
Authentication of Vincent van Gogh's Work. CAIP (2) 2021: 371-380 - [c79]Bahram Lavi, José Nascimento, Anderson Rocha:
Semi-Supervised Feature Embedding for Data Sanitization in Real-World Events. ICASSP 2021: 2495-2499 - [c78]Geise Santos, Johnty Wang, Carolina Brum Medeiros, Marcelo M. Wanderley, Tiago Fernandes Tavares, Anderson Rocha:
Comparative Latency Analysis of Optical and Inertial Motion Capture Systems for Gestural Analysis and Musical Performance. NIME 2021 - [c77]Lucas Oliveira David, Hélio Pedrini, Zanoni Dias, Anderson Rocha:
Connoisseur: Provenance Analysis in Paintings. SSCI 2021: 1-8 - [c76]Jing Yang, Didier Augusto Vega-Oliveros, Tais Seibt, Anderson Rocha:
Scalable Fact-checking with Human-in-the-Loop. WIFS 2021: 1-6 - [d5]João P. Cardenuto, José Nascimento, Anderson Rocha:
Social Media Tweets Pro and Anti Bolsonaro. Zenodo, 2021 - [d4]Bahram Lavi, José Nascimento, Anderson Rocha:
Events Dataset for Image Sanitization. Zenodo, 2021 - [d3]José Nascimento, Anderson Rocha:
RECOD.ai Events Dataset. Zenodo, 2021 - [d2]Antonio Theophilo, Luís A. M. Pereira, Anderson Rocha:
Authorship Attribution - Twitter - 2019. Zenodo, 2021 - [i24]Rafael Padilha, Tawfiq Salem, Scott Workman, Fernanda A. Andaló, Anderson Rocha, Nathan Jacobs:
Content-Based Detection of Temporal Metadata Manipulation. CoRR abs/2103.04736 (2021) - [i23]Gabriel Bertocco, Fernanda A. Andaló, Anderson Rocha:
Unsupervised and self-adaptative techniques for cross-domain person re-identification. CoRR abs/2103.11520 (2021) - [i22]João P. Cardenuto, Anderson Rocha:
Benchmarking Scientific Image Forgery Detectors. CoRR abs/2105.12872 (2021) - [i21]Chenqi Kong, Baoliang Chen, Haoliang Li, Shiqi Wang, Anderson Rocha, Sam Kwong:
Detect and Locate: A Face Anti-Manipulation Approach with Semantic and Noise-level Supervision. CoRR abs/2107.05821 (2021) - [i20]Jing Yang, Didier A. Vega-Oliveros, Tais Seibt, Anderson Rocha:
Scalable Fact-checking with Human-in-the-Loop. CoRR abs/2109.10992 (2021) - [i19]Jing Yang, Didier A. Vega-Oliveros, Tais Seibt, Anderson Rocha:
Explainable Fact-checking through Question Answering. CoRR abs/2110.05369 (2021) - [i18]Geise Santos, Marcelo M. Wanderley, Tiago Fernandes Tavares, Anderson Rocha:
A multi-sensor human gait dataset captured through an optical system and inertial measurement units. CoRR abs/2111.15044 (2021) - [i17]Sara Mandelli, Davide Cozzolino, João P. Cardenuto, Daniel Moreira, Paolo Bestagini, Walter J. Scheirer, Anderson Rocha, Luisa Verdoliva, Stefano Tubaro, Edward J. Delp:
Forensic Analysis of Synthetically Generated Scientific Images. CoRR abs/2112.08739 (2021) - 2020
- [j79]Cristina C. B. Cavalcante, Célio Maschio, Denis J. Schiozer, Anderson Rocha:
A stochastic learning-from-data approach to the history-matching problem. Eng. Appl. Artif. Intell. 94: 103767 (2020) - [j78]Aurea Soriano-Vargas, Klaus Rollmann, Forlan Almeida, Alessandra Davolio, Bernd Hamann, Denis J. Schiozer, Anderson Rocha:
A synthetic case study of measuring the misfit between 4D seismic data and numerical reservoir simulation models through the Momenta Tree. Comput. Geosci. 145: 104617 (2020) - [j77]Rafael Padilha, Caroline Mazini Rodrigues, Fernanda A. Andaló, Gabriel Bertocco, Zanoni Dias, Anderson Rocha:
Forensic Event Analysis: From Seemingly Unrelated Data to Understanding. IEEE Secur. Priv. 18(6): 23-32 (2020) - [j76]Rafael Padilha, Fernanda A. Andaló, Gabriel Bertocco, Waldir R. de Almeida, William Dias, Thiago Resek, Ricardo da Silva Torres, Jacques Wainer, Anderson Rocha:
Two-tiered face verification with low-memory footprint for mobile devices. IET Biom. 9(5): 205-215 (2020) - [j75]Edward J. Delp, Jiwu Huang, Nasir D. Memon, Anderson Rocha, Matt Turek, Luisa Verdoliva:
Editorial: Media Authentication and Forensics - New Solutions and Research Opportunities. IEEE J. Sel. Top. Signal Process. 14(5): 906-909 (2020) - [j74]Haoliang Li, Shiqi Wang, Peisong He, Anderson Rocha:
Face Anti-Spoofing With Deep Neural Network Distillation. IEEE J. Sel. Top. Signal Process. 14(5): 933-946 (2020) - [j73]Geise Santos, Paulo Henrique Pisani, Roberto Leyva, Chang-Tsun Li, Tiago Fernandes Tavares, Anderson Rocha:
Manifold learning for user profiling and identity verification using motion sensors. Pattern Recognit. 106: 107408 (2020) - [j72]Sebastiano Verde, Thiago Resek, Simone Milani, Anderson Rocha:
Ground-to-Aerial Viewpoint Localization via Landmark Graphs Matching. IEEE Signal Process. Lett. 27: 1490-1494 (2020) - [j71]Anderson de Rezende Rocha:
The Information Forensics and Security Technical Committee: Then, Now, and in the Future [In the Spotlight]. IEEE Signal Process. Mag. 37(3): 175-176 (2020) - [j70]Allan da Silva Pinto, Siome Goldenstein, Alexandre M. Ferreira, Tiago J. Carvalho, Hélio Pedrini, Anderson Rocha:
Leveraging Shape, Reflectance and Albedo From Shading for Face Presentation Attack Detection. IEEE Trans. Inf. Forensics Secur. 15: 3347-3358 (2020) - [c75]Stephane Schwarz, Antônio Theóphilo, Anderson Rocha:
EMET: Embeddings from Multilingual-Encoder Transformer for Fake News Detection. ICASSP 2020: 2777-2781 - [c74]Bruno Peixoto, Bahram Lavi, Paolo Bestagini, Zanoni Dias, Anderson Rocha:
Multimodal Violence Detection in Videos. ICASSP 2020: 2957-2961 - [c73]Rafael Padilha, Fernanda A. Andaló, Anderson Rocha:
Improving the Chronological Sorting of Images through Occlusion: A Study on the Notre-Dame Cathedral Fire. ICASSP 2020: 2972-2976 - [c72]Alberto Oliveira, Anderson Rocha:
Contextual Features and Sequence Labeling Techniques for Relevance Prediction in Retrieval. IWSSIP 2020: 305-310 - [p1]Luís A. M. Pereira, Allan Pinto, Fernanda A. Andaló, Alexandre M. Ferreira, Bahram Lavi, Aurea Soriano-Vargas, Marcos V. M. Cirne, Anderson Rocha:
The Rise of Data-Driven Models in Presentation Attack Detection. Deep Biometrics 2020: 289-311 - [d1]Flavia L. Dias-Audibert, Luiz C. Navarro, Diogo N. Oliveira, Jeany Delafiori, Carlos F. O. R. Melo, Tatiane M. Guerreiro, Mohamed Z. Dabaja, Flavia T. Rosa, Diego L. Petenuci, Maria A E. Watanabe, Licio A Velloso, Anderson de Rezende Rocha, Rodrigo R. Catharino:
Combining machine learning and metabolomics to identify weight gain biomarkers. IEEE DataPort, 2020 - [i16]Aparna Bharati, Daniel Moreira, Patrick J. Flynn, Anderson Rocha, Kevin W. Bowyer, Walter J. Scheirer:
Learning Transformation-Aware Embeddings for Image Forensics. CoRR abs/2001.04547 (2020) - [i15]Bahram Lavi, Ihsan Ullah, Mehdi Fatan, Anderson Rocha:
Survey on Reliable Deep Learning-Based Person Re-Identification Models: Are We There Yet? CoRR abs/2005.00355 (2020)
2010 – 2019
- 2019
- [j69]Pedro Ribeiro Mendes Júnior, Luca Bondi, Paolo Bestagini, Stefano Tubaro, Anderson Rocha:
An In-Depth Study on Open-Set Camera Model Identification. IEEE Access 7: 180713-180726 (2019) - [j68]Ramon Pires, Sandra Avila, Jacques Wainer, Eduardo Valle, Michael D. Abràmoff, Anderson Rocha:
A data-driven approach to referable diabetic retinopathy detection. Artif. Intell. Medicine 96: 93-106 (2019) - [j67]Cristina C. B. Cavalcante, Célio Maschio, Antonio Alberto S. Santos, Denis J. Schiozer, Anderson Rocha:
A continuous learning algorithm for history matching. Eng. Appl. Artif. Intell. 85: 543-568 (2019) - [j66]Daniel Moreira, Sandra Avila, Mauricio Perez, Daniel Moraes, Vanessa Testoni, Eduardo Valle, Siome Goldenstein, Anderson Rocha:
Multimodal data fusion for sensitive scene localization. Inf. Fusion 45: 307-323 (2019) - [j65]Alberto A. de Oliveira, Eric Oakley, Ricardo da Silva Torres, Anderson Rocha:
Relevance prediction in similarity-search systems using extreme value theory. J. Vis. Commun. Image Represent. 60: 236-249 (2019) - [j64]Anselmo Ferreira, Siovani Cintra Felipussi, Ramon Pires, Sandra Avila, Geise Santos, Jorge Albuquerque Lambert, Jiwu Huang, Anderson Rocha:
Eyes in the Skies: A Data-Driven Fusion Approach to Identifying Drug Crops From Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(12): 4773-4786 (2019) - [j63]Andrey Kuehlkamp, Allan da Silva Pinto, Anderson Rocha, Kevin W. Bowyer, Adam Czajka:
Ensemble of Multi-View Learning Classifiers for Cross-Domain Iris Presentation Attack Detection. IEEE Trans. Inf. Forensics Secur. 14(6): 1419-1431 (2019) - [c71]Dimitrios A. Pritsos, Anderson Rocha, Efstathios Stamatatos:
Open-Set Web Genre Identification Using Distributional Features and Nearest Neighbors Distance Ratio. ECIR (2) 2019: 3-11 - [c70]Alberto A. de Oliveira, Anderson Rocha:
Score-based Learning for Relevance Prediction in Image Similarity Search. ICASSP 2019: 2087-2091 - [c69]Mauricio Perez, Alex C. Kot, Anderson Rocha:
Detection of Real-world Fights in Surveillance Videos. ICASSP 2019: 2662-2666 - [c68]Antônio Theóphilo, Luís A. M. Pereira, Anderson Rocha:
A Needle in a Haystack? Harnessing Onomatopoeia and User-specific Stylometrics for Authorship Attribution of Micro-messages. ICASSP 2019: 2692-2696 - [c67]Bruno Peixoto, Bahram Lavi, João Paulo Pereira Martin, Sandra Avila, Zanoni Dias, Anderson Rocha:
Toward Subjective Violence Detection in Videos. ICASSP 2019: 8276-8280 - [c66]Pedro Ribeiro Mendes Júnior, Luca Bondi, Paolo Bestagini, Anderson Rocha, Stefano Tubaro:
A Prnu-Based Method to Expose Video Device Compositions in Open-Set Setups. ICIP 2019: 96-100 - [c65]Marcos V. M. Cirne, Fernanda A. Andaló, Rafael Dias, Thiago Resek, Gabriel Bertocco, Ricardo da Silva Torres, Anderson Rocha:
Deep Face Verification for Spherical Images. ICIP 2019: 3292-3296 - [c64]Giuliano Pinheiro, Marcos V. M. Cirne, Paolo Bestagini, Stefano Tubaro, Anderson Rocha:
Detection and Synchronization of Video Sequences for Event Reconstruction. ICIP 2019: 4060-4064 - [c63]Roberto Leyva, Geise Santos, Anderson Rocha, Victor Sanchez, Chang-Tsun Li:
Accelerometer Dense Trajectories for Activity Recognition and People Identification. IWBF 2019: 1-6 - [c62]Aparna Bharati, Daniel Moreira, Joel Brogan, Patricia Hale, Kevin W. Bowyer, Patrick J. Flynn, Anderson Rocha, Walter J. Scheirer:
Beyond Pixels: Image Provenance Analysis Leveraging Metadata. WACV 2019: 1692-1702 - [c61]Romain Giot, Anderson Rocha:
Siamese Networks for Static Keystroke Dynamics Authentication. WIFS 2019: 1-6 - [c60]Caroline Mazini Rodrigues, Luís A. M. Pereira, Anderson Rocha, Zanoni Dias:
Image Semantic Representation for Event Understanding. WIFS 2019: 1-6 - [i14]Rodrigo Bresan, Allan da Silva Pinto, Anderson Rocha, Carlos Beluzo, Tiago J. Carvalho:
FaceSpoof Buster: a Presentation Attack Detector Based on Intrinsic Image Properties and Deep Learning. CoRR abs/1902.02845 (2019) - [i13]Joel Brogan, Aparna Bharati, Daniel Moreira, Kevin W. Bowyer, Patrick J. Flynn, Anderson Rocha, Walter J. Scheirer:
Needle in a Haystack: A Framework for Seeking Small Objects in Big Datasets. CoRR abs/1903.10019 (2019) - [i12]Pedro Ribeiro Mendes Júnior, Luca Bondi, Paolo Bestagini, Stefano Tubaro, Anderson Rocha:
An In-Depth Study on Open-Set Camera Model Identification. CoRR abs/1904.08497 (2019) - 2018
- [j62]Manuel Alberto Cordova Neira, Pedro Ribeiro Mendes Júnior, Anderson Rocha, Ricardo da Silva Torres:
Data-Fusion Techniques for Open-Set Recognition Problems. IEEE Access 6: 21242-21265 (2018) - [j61]Bingyu Shen, Christopher W. Forstall, Anderson de Rezende Rocha, Walter J. Scheirer:
Practical Text Phylogeny for Real-World Settings. IEEE Access 6: 41002-41012 (2018) - [j60]Luiz C. Navarro, Alexandre K. W. Navarro, André Grégio, Anderson Rocha, Ricardo Dahab:
Leveraging ontologies and machine-learning techniques for malware analysis into Android permissions ecosystems. Comput. Secur. 78: 429-453 (2018) - [j59]Rafael de Oliveira Werneck, Waldir R. de Almeida, Bernardo Vecchia Stein, Daniel V. Pazinato, Pedro Ribeiro Mendes Júnior, Otávio Augusto Bizetto Penatti, Anderson Rocha, Ricardo da Silva Torres:
Kuaa: A unified framework for design, deployment, execution, and recommendation of machine learning experiments. Future Gener. Comput. Syst. 78: 59-76 (2018) - [j58]Daniela Seabra Oliveira, Jeremy Epstein, James F. Kurose, Anderson Rocha:
Cybersecurity and Privacy Issues in Brazil: Back, Now, and Then [Guest Editors' Introduction]. IEEE Secur. Priv. 16(6): 10-12 (2018) - [j57]Paulo Vitorino, Sandra Avila, Mauricio Perez, Anderson Rocha:
Leveraging deep neural networks to fight child pornography in the age of social media. J. Vis. Commun. Image Represent. 50: 303-313 (2018) - [j56]Luiz C. Navarro, Alexandre K. W. Navarro, Anderson Rocha, Ricardo Dahab:
Connecting the dots: Toward accountable machine-learning printer attribution methods. J. Vis. Commun. Image Represent. 53: 257-272 (2018) - [j55]Anderson Rocha, Shujun Li, C.-C. Jay Kuo, Alessandro Piva, Jiwu Huang:
Data-driven multimedia forensics and security. J. Vis. Commun. Image Represent. 55: 447-448 (2018) - [j54]Haoliang Li, Peisong He, Shiqi Wang, Anderson Rocha, Xinghao Jiang, Alex C. Kot:
Learning Generalized Deep Feature Representation for Face Anti-Spoofing. IEEE Trans. Inf. Forensics Secur. 13(10): 2639-2652 (2018) - [j53]Aparna Bharati, Joel Brogan, Allan da Silva Pinto, Michael Parowski, Kevin W. Bowyer, Patrick J. Flynn, Anderson Rocha, Walter J. Scheirer:
Image Provenance Analysis at Scale. IEEE Trans. Image Process. 27(12): 6109-6123 (2018) - [c59]Bruno Malveira Peixoto, Sandra Avila, Zanoni Dias, Anderson Rocha:
Breaking down violence: A deep-learning strategy to model and classify violence in videos. ARES 2018: 50:1-50:7 - [c58]Thales Pomari, Guilherme C. S. Ruppert, Edmar R. S. De Rezende, Anderson Rocha, Tiago J. Carvalho:
Image Splicing Detection Through Illumination Inconsistencies and Deep Learning. ICIP 2018: 3788-3792 - [i11]Daniel Moreira, Aparna Bharati, Joel Brogan, Allan da Silva Pinto, Michael Parowski, Kevin W. Bowyer, Patrick J. Flynn, Anderson Rocha, Walter J. Scheirer:
Image Provenance Analysis at Scale. CoRR abs/1801.06510 (2018) - [i10]Johnatan S. Oliveira, Gustavo Botelho de Souza, Anderson de Rezende Rocha, Flavio E. de Deus, Aparecido Nilceu Marana:
Cross-Domain Deep Face Matching for Real Banking Security Systems. CoRR abs/1806.07644 (2018) - [i9]Aparna Bharati, Daniel Moreira, Joel Brogan, Patricia Hale, Kevin W. Bowyer, Patrick J. Flynn, Anderson Rocha, Walter J. Scheirer:
Beyond Pixels: Image Provenance Analysis Leveraging Metadata. CoRR abs/1807.03376 (2018) - [i8]Andrey Kuehlkamp, Allan da Silva Pinto, Anderson Rocha, Kevin W. Bowyer, Adam Czajka:
Ensemble of Multi-View Learning Classifiers for Cross-Domain Iris Presentation Attack Detection. CoRR abs/1811.10068 (2018) - 2017
- [j52]Hilario Seibel, Siome Goldenstein, Anderson Rocha:
Eyes on the Target: Super-Resolution and License-Plate Recognition in Low-Quality Surveillance Videos. IEEE Access 5: 20020-20035 (2017) - [j51]Guilherme C. S. Ruppert, Giovani Chiachia, Felipe P. G. Bergo, Fernanda O. Favretto, Clarissa L. Yasuda, Anderson Rocha, Alexandre X. Falcão:
Medical image registration based on watershed transform from greyscale marker and multi-scale parameter search. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 5(2): 138-156 (2017) - [j50]Mauricio Perez, Sandra Eliza Fontes de Avila, Daniel Moreira, Daniel Moraes, Vanessa Testoni, Eduardo Valle, Siome Goldenstein, Anderson Rocha:
Video pornography detection through deep learning techniques and motion information. Neurocomputing 230: 279-293 (2017) - [j49]Pedro Ribeiro Mendes Júnior, Roberto Medeiros de Souza, Rafael de Oliveira Werneck, Bernardo V. Stein, Daniel V. Pazinato, Waldir R. de Almeida, Otávio A. B. Penatti, Ricardo da Silva Torres, Anderson Rocha:
Nearest neighbors distance ratio open-set classifier. Mach. Learn. 106(3): 359-386 (2017) - [j48]Filipe de Oliveira Costa, Alberto A. de Oliveira, Pasquale Ferrara, Zanoni Dias, Siome Goldenstein, Anderson Rocha:
New dissimilarity measures for image phylogeny reconstruction. Pattern Anal. Appl. 20(4): 1289-1305 (2017) - [j47]Laurindo de Sousa Britto Neto, Felipe Grijalva, Vanessa Regina Margareth Lima Maike, Luiz Martini, Dinei A. F. Florêncio, Maria Cecília Calani Baranauskas, Anderson Rocha, Siome Goldenstein:
A Kinect-Based Wearable Face Recognition System to Aid Visually Impaired Users. IEEE Trans. Hum. Mach. Syst. 47(1): 52-64 (2017) - [j46]Anderson Rocha, Walter J. Scheirer, Christopher W. Forstall, Thiago Cavalcante, Antonio Theophilo, Bingyu Shen, Ariadne Carvalho, Efstathios Stamatatos:
Authorship Attribution for Social Media Forensics. IEEE Trans. Inf. Forensics Secur. 12(1): 5-33 (2017) - [j45]Anselmo Ferreira, Luca Bondi, Luca Baroffio, Paolo Bestagini, Jiwu Huang, Jefersson A. dos Santos, Stefano Tubaro, Anderson Rocha:
Data-Driven Feature Characterization Techniques for Laser Printer Attribution. IEEE Trans. Inf. Forensics Secur. 12(8): 1860-1873 (2017) - [j44]Ramon Pires, Sandra Eliza Fontes de Avila, Herbert F. Jelinek, Jacques Wainer, Eduardo Valle, Anderson Rocha:
Beyond Lesion-Based Diabetic Retinopathy: A Direct Approach for Referral. IEEE J. Biomed. Health Informatics 21(1): 193-200 (2017) - [c57]Zinelabdine Boulkenafet, Jukka Komulainen, Zahid Akhtar, Azeddine Benlamoudi, Djamel Samai, Salah Eddine Bekhouche, Abdelkrim Ouafi, Fadi Dornaika, Abdelmalik Taleb-Ahmed, Le Qin, Fei Peng, L. B. Zhang, Min Long, Shruti Bhilare, Vivek Kanhangad, Artur Costa-Pazo, Esteban Vázquez-Fernández, Daniel Pérez-Cabo, J. J. Moreira-Perez, Daniel González-Jiménez, Amir Mohammadi, Sushil Bhattacharjee, Sébastien Marcel, Svetlana Volkova, Y. Tang, N. Abe, L. Li, X. Feng, Z. Xia, X. Jiang, S. Liu, Rui Shao, Pong C. Yuen, Waldir R. de Almeida, Fernanda A. Andaló, Rafael Padilha, Gabriel Bertocco, William Dias, Jacques Wainer, Ricardo da Silva Torres, Anderson Rocha, Marcus A. Angeloni, Guilherme Folego, Alan Godoy, Abdenour Hadid:
A competition on generalized software-based face presentation attack detection in mobile scenarios. IJCB 2017: 688-696 - [c56]Allan da Silva Pinto, Daniel Moreira, Aparna Bharati, Joel Brogan, Kevin W. Bowyer, Patrick J. Flynn, Walter J. Scheirer, Anderson Rocha:
Provenance filtering for multimedia phylogeny. ICIP 2017: 1502-1506 - [c55]Aparna Bharati, Daniel Moreira, Allan da Silva Pinto, Joel Brogan, Kevin W. Bowyer, Patrick J. Flynn, Walter J. Scheirer, Anderson Rocha:
U-Phylogeny: Undirected provenance graph construction in the wild. ICIP 2017: 1517-1521 - [c54]Joel Brogan, Paolo Bestagini, Aparna Bharati, Allan da Silva Pinto, Daniel Moreira, Kevin W. Bowyer, Patrick J. Flynn, Anderson Rocha, Walter J. Scheirer:
Spotting the difference: Context retrieval and analysis for improved forgery detection and localization. ICIP 2017: 4078-4082 - [c53]Daniel Moreira, Sandra Eliza Fontes de Avila, Mauricio Perez, Daniel Moraes, Vanessa Testoni, Eduardo Valle, Siome Goldenstein, Anderson Rocha:
Temporal Robust Features for Violence Detection. WACV 2017: 391-399 - [e1]Markos Zampoglou, Stefanos Vrochidis, Anderson Rocha, Vasilis Katos:
Proceedings of the 2nd International Workshop on Multimedia Forensics and Security, MFSec@ICMR 2017, Bucharest, Romania, June 6, 2017. ACM 2017, ISBN 978-1-4503-5034-1 [contents] - [i7]Joel Brogan, Paolo Bestagini, Aparna Bharati, Allan da Silva Pinto, Daniel Moreira, Kevin W. Bowyer, Patrick J. Flynn, Anderson Rocha, Walter J. Scheirer:
Spotting the Difference: Context Retrieval and Analysis for Improved Forgery Detection and Localization. CoRR abs/1705.00604 (2017) - [i6]Aparna Bharati, Daniel Moreira, Allan da Silva Pinto, Joel Brogan, Kevin W. Bowyer, Patrick J. Flynn, Walter J. Scheirer, Anderson Rocha:
U-Phylogeny: Undirected Provenance Graph Construction in the Wild. CoRR abs/1705.11187 (2017) - [i5]Allan da Silva Pinto, Daniel Moreira, Aparna Bharati, Joel Brogan, Kevin W. Bowyer, Patrick J. Flynn, Walter J. Scheirer, Anderson Rocha:
Provenance Filtering for Multimedia Phylogeny. CoRR abs/1706.00447 (2017) - 2016
- [j43]Anselmo Ferreira, Jefersson A. dos Santos, Anderson Rocha:
Multi-directional and multi-scale perturbation approaches for blind forensic median filtering detection. Intell. Data Anal. 20(s1): S17-S36 (2016) - [j42]Marina A. Oikawa, Zanoni Dias, Anderson Rocha, Siome Goldenstein:
Distances in multimedia phylogeny. Int. Trans. Oper. Res. 23(5): 921-946 (2016) - [j41]Luca Bondi, Luca Baroffio, Matteo Cesana, Marco Tagliasacchi, Giovani Chiachia, Anderson Rocha:
Rate-energy-accuracy optimization of convolutional architectures for face recognition. J. Vis. Commun. Image Represent. 36: 142-148 (2016) - [j40]Daniel Moraes, Jacques Wainer, Anderson Rocha:
Low false positive learning with support vector machines. J. Vis. Commun. Image Represent. 38: 340-350 (2016) - [j39]Fábio Augusto Faria, Jurandy Almeida, Bruna Alberton, Leonor Patricia C. Morellato, Anderson Rocha, Ricardo da Silva Torres:
Time series-based classifier fusion for fine-grained plant species recognition. Pattern Recognit. Lett. 81: 101-109 (2016) - [j38]Marina A. Oikawa, Zanoni Dias, Anderson de Rezende Rocha, Siome Goldenstein:
Manifold Learning and Spectral Clustering for Image Phylogeny Forests. IEEE Trans. Inf. Forensics Secur. 11(1): 5-18 (2016) - [j37]Alberto A. de Oliveira, Pasquale Ferrara, Alessia De Rosa, Alessandro Piva, Mauro Barni, Siome Goldenstein, Zanoni Dias, Anderson Rocha:
Multiple Parenting Phylogeny Relationships in Digital Images. IEEE Trans. Inf. Forensics Secur. 11(2): 328-343 (2016) - [j36]Tiago Jose de Carvalho, Fábio Augusto Faria, Hélio Pedrini, Ricardo da Silva Torres, Anderson Rocha:
Illuminant-Based Transformed Spaces for Image Forensics. IEEE Trans. Inf. Forensics Secur. 11(4): 720-733 (2016) - [j35]Anselmo Ferreira, Siovani Cintra Felipussi, Carlos Alfaro, Pablo Fonseca, John E. Vargas-Munoz, Jefersson A. dos Santos, Anderson Rocha:
Behavior Knowledge Space-Based Fusion for Copy-Move Forgery Detection. IEEE Trans. Image Process. 25(10): 4729-4742 (2016) - [j34]Daniel V. Pazinato, Bernardo V. Stein, Waldir R. de Almeida, Rafael de Oliveira Werneck, Pedro Ribeiro Mendes Júnior, Otávio Augusto Bizetto Penatti, Ricardo da Silva Torres, Fabio H. Menezes, Anderson Rocha:
Pixel-Level Tissue Classification for Ultrasound Images. IEEE J. Biomed. Health Informatics 20(1): 256-267 (2016) - [c52]Guilherme Folego, Otavio Gomes, Anderson Rocha:
From impressionism to expressionism: Automatically identifying van Gogh's paintings. ICIP 2016: 141-145 - [c51]Filipe de Oliveira Costa, Silvia Lameri, Paolo Bestagini, Zanoni Dias, Stefano Tubaro, Anderson Rocha:
Hash-based frame selection for video phylogeny. WIFS 2016: 1-6 - [i4]Pedro Ribeiro Mendes Júnior, Jacques Wainer, Anderson Rocha:
Specialized Support Vector Machines for open-set recognition. CoRR abs/1606.03802 (2016) - [i3]Guilherme Folego, Marcus A. Angeloni, José Augusto Stuchi, Alan Godoy, Anderson Rocha:
Cross-Domain Face Verification: Matching ID Document and Self-Portrait Photographs. CoRR abs/1611.05755 (2016) - 2015
- [j33]Otávio Augusto Bizetto Penatti, Rafael de Oliveira Werneck, Waldir R. de Almeida, Bernardo V. Stein, Daniel V. Pazinato, Pedro Ribeiro Mendes Júnior, Ricardo da Silva Torres, Anderson Rocha:
Mid-level image representations for real-time heart view plane classification of echocardiograms. Comput. Biol. Medicine 66: 66-81 (2015) - [j32]Anderson Rocha, Walter J. Scheirer:
Large-scale learning for media understanding. EURASIP J. Image Video Process. 2015: 24 (2015) - [j31]Ewerton Silva, Tiago Jose de Carvalho, Anselmo Ferreira, Anderson Rocha:
Going deeper into copy-move forgery detection: Exploring image telltales via multi-scale analysis and voting processes. J. Vis. Commun. Image Represent. 29: 16-32 (2015) - [j30]Tiago Jose de Carvalho, Hélio Pedrini, Anderson de Rezende Rocha:
Visual Computing and Machine Learning Techniques for Digital Forensics. RITA 22(1): 128-153 (2015) - [j29]David Menotti, Giovani Chiachia, Allan da Silva Pinto, William Robson Schwartz, Hélio Pedrini, Alexandre Xavier Falcão, Anderson Rocha:
Deep Representations for Iris, Face, and Fingerprint Spoofing Detection. IEEE Trans. Inf. Forensics Secur. 10(4): 864-879 (2015) - [j28]Allan da Silva Pinto, William Robson Schwartz, Hélio Pedrini, Anderson de Rezende Rocha:
Using Visual Rhythms for Detecting Video-Based Facial Spoof Attacks. IEEE Trans. Inf. Forensics Secur. 10(5): 1025-1038 (2015) - [j27]Allan da Silva Pinto, Hélio Pedrini, William Robson Schwartz, Anderson Rocha:
Face Spoofing Detection Through Visual Codebooks of Spectral Temporal Cubes. IEEE Trans. Image Process. 24(12): 4726-4740 (2015) - [c50]Laurindo de Sousa Britto Neto, Vanessa Regina Margareth Lima Maike, Fernando Luiz Koch, Maria Cecília Calani Baranauskas, Anderson de Rezende Rocha, Siome Klein Goldenstein:
A Wearable Face Recognition System Built into a Smartwatch and the Visually Impaired User. ICEIS (3) 2015: 5-12 - [c49]Laurindo de Sousa Britto Neto, Vanessa Regina Margareth Lima Maike, Fernando Luiz Koch, Maria Cecília Calani Baranauskas, Anderson de Rezende Rocha, Siome Klein Goldenstein:
A Wearable Face Recognition System Built into a Smartwatch and the Blind and Low Vision Users. ICEIS (Revised Selected Papers) 2015: 515-528 - [c48]Filipe de Oliveira Costa, S. Lameri, Paolo Bestagini, Zanoni Dias, Anderson Rocha, Marco Tagliasacchi, Stefano Tubaro:
Phylogeny reconstruction for misaligned and compressed video sequences. ICIP 2015: 301-305 - [c47]Daniel Moreira, Sandra Eliza Fontes de Avila, Mauricio Perez, Daniel Moraes, Vanessa Testoni, Eduardo Valle, Siome Goldenstein, Anderson Rocha:
RECOD at MediaEval 2015: Affective Impact of Movies Task. MediaEval 2015 - [c46]Hilario Seibel, Siome Goldenstein, Anderson Rocha:
Fast and Effective Geometric K-Nearest Neighbors Multi-frame Super-Resolution. SIBGRAPI 2015: 103-110 - 2014
- [j26]Fábio Augusto Faria, P. Perre, Roberto A. Zucchi, Leonardo Ré Jorge, T. M. Lewinsohn, Anderson Rocha, Ricardo da Silva Torres:
Automatic identification of fruit flies (Diptera: Tephritidae). J. Vis. Commun. Image Represent. 25(7): 1516-1527 (2014) - [j25]Erikson Freitas de Morais, Anselmo Ferreira, Sergio Augusto Cunha, Ricardo M. L. Barros, Anderson Rocha, Siome Goldenstein:
A multiple camera methodology for automatic localization and tracking of futsal players. Pattern Recognit. Lett. 39: 21-30 (2014) - [j24]Fábio Augusto Faria, Jefersson Alex dos Santos, Anderson Rocha, Ricardo da Silva Torres:
A framework for selection and fusion of pattern classifiers in multimedia recognition. Pattern Recognit. Lett. 39: 52-64 (2014) - [j23]Junior Fabian, Ramon Pires, Anderson Rocha:
Visual words dictionaries and fusion techniques for searching people through textual and visual attributes. Pattern Recognit. Lett. 39: 74-84 (2014) - [j22]Filipe de Oliveira Costa, Ewerton Silva, Michael Eckmann, Walter J. Scheirer, Anderson Rocha:
Open set source camera attribution and device linking. Pattern Recognit. Lett. 39: 92-101 (2014) - [j21]Fábio Augusto Faria, Daniel C. G. Pedronette, Jefersson A. dos Santos, Anderson Rocha, Ricardo da Silva Torres:
Rank Aggregation for Pattern Classifier Selection in Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(4): 1103-1115 (2014) - [j20]Filipe de Oliveira Costa, Marina A. Oikawa, Zanoni Dias, Siome Goldenstein, Anderson de Rezende Rocha:
Image Phylogeny Forests Reconstruction. IEEE Trans. Inf. Forensics Secur. 9(10): 1533-1546 (2014) - [j19]Giovani Chiachia, Alexandre X. Falcão, Nicolas Pinto, Anderson Rocha, David D. Cox:
Learning Person-Specific Representations From Faces in the Wild. IEEE Trans. Inf. Forensics Secur. 9(12): 2089-2099 (2014) - [j18]Anderson Rocha, Siome Klein Goldenstein:
Multiclass From Binary: Expanding One-Versus-All, One-Versus-One and ECOC-Based Approaches. IEEE Trans. Neural Networks Learn. Syst. 25(2): 289-302 (2014) - [c45]Anselmo Ferreira, Anderson Rocha:
A Multiscale and Multi-Perturbation Blind Forensic Technique for Median Detecting. CIARP 2014: 302-310 - [c44]Thiago Cavalcante, Anderson Rocha, Ariadne Carvalho:
Large-Scale Micro-Blog Authorship Attribution: Beyond Simple Feature Engineering. CIARP 2014: 399-407 - [c43]Ramon Pires, Sandra Avila, Herbert F. Jelinek, Jacques Wainer, Eduardo Valle, Anderson Rocha:
Automatic Diabetic Retinopathy detection using BossaNova representation. EMBC 2014: 146-149 - [c42]Andrea Melloni, Paolo Bestagini, Simone Milani, Marco Tagliasacchi, Anderson Rocha, Stefano Tubaro:
Image phylogeny through dissimilarity metrics fusion. EUVIP 2014: 1-6 - [c41]S. Lameri, Paolo Bestagini, Andrea Melloni, Simone Milani, Anderson Rocha, Marco Tagliasacchi, Stefano Tubaro:
Who is my parent? Reconstructing video sequences from partially matching shots. ICIP 2014: 5342-5346 - [c40]Alberto A. de Oliveira, Pasquale Ferrara, Alessia De Rosa, Alessandro Piva, Mauro Barni, Siome Goldenstein, Zanoni Dias, Anderson Rocha:
Multiple parenting identification in image phylogeny. ICIP 2014: 5347-5351 - [c39]Sandra Eliza Fontes de Avila, Daniel Moreira, Mauricio Perez, Daniel Moraes, Isabela Cota, Vanessa Testoni, Eduardo Valle, Siome Goldenstein, Anderson Rocha:
RECOD at MediaEval 2014: Violent Scenes Detection Task. MediaEval 2014 - [i2]David Menotti, Giovani Chiachia, Allan da Silva Pinto, William Robson Schwartz, Hélio Pedrini, Alexandre Xavier Falcão, Anderson Rocha:
Deep Representations for Iris, Face, and Fingerprint Spoofing Attack Detection. CoRR abs/1410.1980 (2014) - 2013
- [j17]Jacques Wainer, Michael Eckmann, Siome Goldenstein, Anderson Rocha:
How productivity and impact differ across computer science subareas. Commun. ACM 56(8): 67-73 (2013) - [j16]Zanoni Dias, Siome Goldenstein, Anderson Rocha:
Large-Scale Image Phylogeny: Tracing Image Ancestral Relationships. IEEE Multim. 20(3): 58-70 (2013) - [j15]Zanoni Dias, Siome Goldenstein, Anderson Rocha:
Exploring heuristic and optimum branching algorithms for image phylogeny. J. Vis. Commun. Image Represent. 24(7): 1124-1134 (2013) - [j14]Eric Tokuda, Hélio Pedrini, Anderson Rocha:
Computer generated images vs. digital photographs: A synergetic feature and classifier combination approach. J. Vis. Commun. Image Represent. 24(8): 1276-1292 (2013) - [j13]Walter J. Scheirer, Anderson de Rezende Rocha, Archana Sapkota, Terrance E. Boult:
Toward Open Set Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 35(7): 1757-1772 (2013) - [j12]Ramon Pires, Herbert F. Jelinek, Jacques Wainer, Siome Goldenstein, Eduardo Valle, Anderson Rocha:
Assessing the Need for Referral in Automatic Diabetic Retinopathy Detection. IEEE Trans. Biomed. Eng. 60(12): 3391-3398 (2013) - [j11]Tiago Jose de Carvalho, Christian Riess, Elli Angelopoulou, Hélio Pedrini, Anderson de Rezende Rocha:
Exposing Digital Image Forgeries by Illumination Color Classification. IEEE Trans. Inf. Forensics Secur. 8(7): 1182-1194 (2013) - [c38]Ivana Chingovska, J. Yang, Zhen Lei, Dong Yi, Stan Z. Li, Olga Kähm, Christian Glaser, Naser Damer, Arjan Kuijper, Alexander Nouak, Jukka Komulainen, Tiago Freitas Pereira, Shubham Gupta, Shubham Khandelwal, Shubham Bansal, Ayush K. Rai, Tarun Krishna, Dushyant Goyal, Muhammad-Adeel Waris, Honglei Zhang, Iftikhar Ahmad, Serkan Kiranyaz, Moncef Gabbouj, Roberto Tronci, Maurizio Pili, Nicola Sirena, Fabio Roli, Javier Galbally, Julian Fiérrez, Allan da Silva Pinto, Hélio Pedrini, W. S. Schwartz, Anderson Rocha, André Anjos, Sébastien Marcel:
The 2nd competition on counter measures to 2D face spoofing attacks. ICB 2013: 1-6 - [c37]Manuel Günther, Artur Costa-Pazo, Changxing Ding, Elhocine Boutellaa, Giovani Chiachia, Honglei Zhang, Marcus A. Angeloni, Vitomir Struc, Elie Khoury, Esteban Vázquez-Fernández, Dacheng Tao, Messaoud Bengherabi, David D. Cox, Serkan Kiranyaz, Tiago de Freitas Pereira, Jerneja Zganec-Gros, Enrique Argones-Rúa, Nicolas Pinto, Moncef Gabbouj, Flávio Olmos Simões, Simon Dobrisek, Daniel González-Jiménez, Anderson Rocha, Mário Uliani Neto, Nikola Pavesic, Alexandre Xavier Falcão, Ricardo P. V. Violato, Sébastien Marcel:
The 2013 face recognition evaluation in mobile environment. ICB 2013: 1-7 - [c36]Fábio Augusto Faria, Jefersson Alex dos Santos, Sudeep Sarkar, Anderson Rocha, Ricardo da Silva Torres:
Classifier Selection Based on the Correlation of Diversity Measures: When Fewer Is More. SIBGRAPI 2013: 16-23 - 2012
- [j10]Anderson Rocha, João Paulo Papa, Luis A. A. Meira:
How Far do We Get Using Machine Learning Black-Boxes? Int. J. Pattern Recognit. Artif. Intell. 26(2) (2012) - [j9]Michael Eckmann, Anderson Rocha, Jacques Wainer:
Relationship between high-quality journals and conferences in computer vision. Scientometrics 90(2): 617-630 (2012) - [j8]Anderson Rocha, Tiago Jose de Carvalho, Herbert F. Jelinek, Siome Goldenstein, Jacques Wainer:
Points of Interest and Visual Dictionaries for Automatic Retinal Lesion Detection. IEEE Trans. Biomed. Eng. 59(8): 2244-2253 (2012) - [j7]Zanoni Dias, Anderson Rocha, Siome Goldenstein:
Image Phylogeny by Minimal Spanning Trees. IEEE Trans. Inf. Forensics Secur. 7(2): 774-788 (2012) - [j6]Walter J. Scheirer, Anderson de Rezende Rocha, Jonathan Parris, Terrance E. Boult:
Learning for Meta-Recognition. IEEE Trans. Inf. Forensics Secur. 7(4): 1214-1224 (2012) - [c35]Giovani Chiachia, Nicolas Pinto, William Robson Schwartz, Anderson Rocha, Alexandre X. Falcão, David D. Cox:
Person-Specific Subspace Analysis for Unconstrained Familiar Face Identification. BMVC 2012: 1-12 - [c34]Herbert Franz Jelinek, Ramon Pires, Rafael Padilha, Siome Goldenstein, Jacques Wainer, Terry Bossomaier, Anderson Rocha:
Data fusion for multi-lesion Diabetic Retinopathy detection. CBMS 2012: 1-4 - [c33]Luis Claudio Sugi Afonso, João Paulo Papa, Luciene P. Papa, Aparecido Nilceu Marana, Anderson Rocha:
Automatic visual dictionary generation through Optimum-Path Forest clustering. ICIP 2012: 1897-1900 - [c32]Jefersson A. dos Santos, Fábio Augusto Faria, Ricardo da Silva Torres, Anderson Rocha, Philippe Henri Gosselin, Sylvie Philipp-Foliguet, Alexandre X. Falcão:
Descriptor correlation analysis for remote sensing image multi-scale classification. ICPR 2012: 3078-3081 - [c31]Fábio Augusto Faria, Jefersson Alex dos Santos, Ricardo da Silva Torres, Anderson Rocha, Alexandre X. Falcão:
Automatic fusion of region-based classifiers for coffee crop recognition. IGARSS 2012: 2221-2224 - [c30]Filipe de Oliveira Costa, Michael Eckmann, Walter J. Scheirer, Anderson Rocha:
Open Set Source Camera Attribution. SIBGRAPI 2012: 71-78 - [c29]Erikson Freitas de Morais, Siome Goldenstein, Anselmo Ferreira, Anderson Rocha:
Automatic Tracking of Indoor Soccer Players Using Videos from Multiple Cameras. SIBGRAPI 2012: 174-181 - [c28]Allan da Silva Pinto, Hélio Pedrini, William Robson Schwartz, Anderson Rocha:
Video-Based Face Spoofing Detection through Visual Rhythm Analysis. SIBGRAPI 2012: 221-228 - [c27]Ramon Pires, Herbert F. Jelinek, Jacques Wainer, Anderson Rocha:
Retinal Image Quality Analysis for Automatic Diabetic Retinopathy Detection. SIBGRAPI 2012: 229-236 - [c26]Fábio Augusto Faria, Jefersson Alex dos Santos, Anderson Rocha, Ricardo da Silva Torres:
Automatic Classifier Fusion for Produce Recognition. SIBGRAPI 2012: 252-259 - [c25]Junior Fabian, Ramon Pires, Anderson Rocha:
Searching for People through Textual and Visual Attributes. SIBGRAPI 2012: 276-282 - [c24]Erikson Freitas de Morais, Siome Goldenstein, Anderson Rocha:
Automatic Localization of Indoor Soccer Players from Multiple Cameras. VISAPP (1) 2012: 205-212 - [i1]Jacques Wainer, Michael Eckmann, Siome Goldenstein, Anderson Rocha:
Differences in productivity and impact across the different computer science subareas. Technical Report IC-12-08 (2012) - 2011
- [j5]Anderson Rocha, Walter J. Scheirer, Terrance E. Boult, Siome Goldenstein:
Vision of the unseen: Current trends and challenges in digital image and video forensics. ACM Comput. Surv. 43(4): 26:1-26:42 (2011) - [j4]Walter J. Scheirer, Anderson Rocha, Ross J. Micheals, Terrance E. Boult:
Meta-Recognition: The Theory and Practice of Recognition Score Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 33(8): 1689-1695 (2011) - [c23]Herbert F. Jelinek, Anderson Rocha, Tiago Jose de Carvalho, Siome Goldenstein, Jacques Wainer:
Machine learning and pattern classification in identification of indigenous retinal pathology. EMBC 2011: 5951-5954 - [c22]Murali Mohan Chakka, André Anjos, Sébastien Marcel, Roberto Tronci, Daniele Muntoni, Gianluca Fadda, Maurizio Pili, Nicola Sirena, Gabriele Murgia, Marco Ristori, Fabio Roli, Junjie Yan, Dong Yi, Zhen Lei, Zhiwei Zhang, Stan Z. Li, William Robson Schwartz, Anderson Rocha, Hélio Pedrini, Javier Lorenzo-Navarro, Modesto Castrillón Santana, Jukka Määttä, Abdenour Hadid, Matti Pietikäinen:
Competition on counter measures to 2-D facial spoofing attacks. IJCB 2011: 1-6 - [c21]Giovani Chiachia, Alexandre X. Falcão, Anderson Rocha:
Person-specific face representation for recognition. IJCB 2011: 1-8 - [c20]William Robson Schwartz, Anderson Rocha, Hélio Pedrini:
Face spoofing detection through partial least squares and low-level descriptors. IJCB 2011: 1-8 - [c19]Priscila Saboia, Tiago Jose de Carvalho, Anderson Rocha:
Eye specular highlights telltales for digital forensics: A machine learning approach. ICIP 2011: 1937-1940 - [c18]João Paulo Papa, Anderson Rocha:
Image categorization through optimum path forest and visual words. ICIP 2011: 3525-3528 - [c17]Bruno Peixoto, Carolina Michelassi, Anderson Rocha:
Face liveness detection under bad illumination conditions. ICIP 2011: 3557-3560 - [c16]Zanoni Dias, Anderson Rocha, Siome Goldenstein:
Video Phylogeny: Recovering near-duplicate video relationships. WIFS 2011: 1-6 - 2010
- [j3]Anderson Rocha, Siome Goldenstein:
Progressive randomization: Seeing the unseen. Comput. Vis. Image Underst. 114(3): 349-362 (2010) - [c15]Walter J. Scheirer, Anderson Rocha, Ross J. Micheals, Terrance E. Boult:
Robust Fusion: Extreme Value Theory for Recognition Score Normalization. ECCV (3) 2010: 481-495 - [c14]Marcos G. Quiles, Liang Zhao, Fabricio A. Breve, Anderson Rocha:
Label propagation through neuronal synchrony. IJCNN 2010: 1-8 - [c13]Anderson Rocha, João Paulo Papa, Luis A. A. Meira:
How Far You Can Get Using Machine Learning Black-Boxes. SIBGRAPI 2010: 193-200 - [c12]Zanoni Dias, Anderson Rocha, Siome Goldenstein:
First steps toward image phylogeny. WIFS 2010: 1-6
2000 – 2009
- 2009
- [b1]Anderson de Rezende Rocha:
Classifiers and machine learning techniques for image processing and computer vision. University of Campinas, Brazil, 2009 - [c11]Siome Goldenstein, Anderson Rocha:
High-profile forensic analysis of images. ICDP 2009: 1-6 - [c10]Anderson Rocha, Siome Goldenstein:
Multi-class from Binary - Divide to conquer. VISAPP (1) 2009: 323-330 - 2008
- [j2]Paulo A. V. Miranda, Alexandre X. Falcão, Anderson Rocha, Felipe P. G. Bergo:
Object Delineation by κ-Connected Components. EURASIP J. Adv. Signal Process. 2008 (2008) - [j1]Anderson Rocha, Siome Goldenstein:
Steganography and Steganalysis in Digital Multimedia: Hype or Hallelujah? RITA 15(1): 83-110 (2008) - [c9]Anderson Rocha, Jurandy Almeida, Mario A. Nascimento, Ricardo da Silva Torres, Siome Goldenstein:
Efficient and Flexible Cluster-and-Search for CBIR. ACIVS 2008: 77-88 - [c8]Anderson Rocha, Siome Goldenstein, Walter J. Scheirer, Terrance E. Boult:
The Unseen Challenge data sets. CVPR Workshops 2008: 1-8 - [c7]Jurandy Almeida, Anderson Rocha, Ricardo da Silva Torres, Siome Goldenstein:
Making colors worth more than a thousand words. SAC 2008: 1180-1186 - [c6]Anderson Rocha, Daniel Cabrini Hauagge, Jacques Wainer, Siome Goldenstein:
Automatic Produce Classification from Images Using Color, Texture and Appearance Cues. SIBGRAPI 2008: 3-10 - 2007
- [c5]Anderson Rocha, Siome Goldenstein:
PR: More than Meets the Eye. ICCV 2007: 1-8 - 2006
- [c4]Alexandre X. Falcão, Paulo A. V. Miranda, Anderson Rocha:
A Linear-Time Approach for Image Segmentation Using Graph-Cut Measures. ACIVS 2006: 138-149 - [c3]Anderson Rocha, Siome Goldenstein:
Progressive Randomization for Steganalysis. MMSP 2006: 314-319 - 2005
- [c2]Alexandre X. Falcão, Paulo A. V. Miranda, Anderson Rocha, Felipe P. G. Bergo:
Object Detection by K-Connected Seed Competition. SIBGRAPI 2005: 97-104 - 2000
- [c1]Anderson Rocha, Jacques Facon, Flávio Bortolozzi, Robert Sabourin:
Morphological Pseudo Convex Hull to Correct Handwriting Baseline skew. ISMM 2000: 389-396
Coauthor Index
Sandra Eliza Fontes de Avila
aka: Sandra Avila
aka: Sandra Avila
Alexandre X. Falcão
aka: Alexandre Xavier Falcão
aka: Alexandre Xavier Falcão
Siome Goldenstein
aka: Siome Klein Goldenstein
aka: Siome Klein Goldenstein
Allan Pinto
aka: Allan da Silva Pinto
aka: Allan da Silva Pinto
Jefersson A. dos Santos
aka: Jefersson Alex dos Santos
aka: Jefersson Alex dos Santos
Denis J. Schiozer
aka: Denis José Schiozer
aka: Denis José Schiozer
Didier Augusto Vega-Oliveros
aka: Didier A. Vega-Oliveros
aka: Didier A. Vega-Oliveros
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