Anderson Rocha

ORCID

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 137

Top Venues

CoRR

IEEE Trans. Inf. Forensics Secur.

ICIP

ICASSP

Publications

Daniel Moreira, Sébastien Marcel, Anderson Rocha
Synthetic Realities and Artificial Intelligence-Generated Contents. IEEE Secur. Priv. 22 (4) (2024)
Daniel Moreira, Sébastien Marcel, Anderson Rocha
Synthetic Realities and Artificial Intelligence-Generated Contents. IEEE Secur. Priv. 22 (3) (2024)
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) (2024)
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) (2024)
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 (2024)
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 (2024)
Michael Macedo Diniz, Anderson Rocha
Open-Set Deepfake Detection To Fight The Unknown. ICASSP (2024)
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 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)
Víctor Martínez, Anderson Rocha
The Golem: A General Data-Driven Model for Oil & Gas Forecasting Based on Recurrent Neural Networks. IEEE Access 11 (2023)
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 (2023)
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) (2023)
Hui Liu, Wenya Wang, Hao Sun, Anderson Rocha, Haoliang Li
Robust Domain Misinformation Detection via Multi-modal Feature Alignment. CoRR (2023)
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 (2023)
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 (2023)
Antonio Theophilo, Romain Giot, Anderson Rocha
Authorship Attribution of Social Media Messages. IEEE Trans. Comput. Soc. Syst. 10 (1) (2023)
Irene Amerini, Anderson Rocha, Paul L. Rosin, Xianfang Sun
Media Forensics and the Challenge of Big Data (Dagstuhl Seminar 23021). Dagstuhl Reports 13 (1) (2023)
Chenqi Kong, Anwei Luo, Shiqi Wang, Haoliang Li, Anderson Rocha, Alex C. Kot
Pixel-Inconsistency Modeling for Image Manipulation Localization. CoRR (2023)
Gabriel Bertocco, Fernanda A. Andaló, Terrance E. Boult, Anderson Rocha
Large-scale Fully-Unsupervised Re-Identification. CoRR (2023)
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 (2023)
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) (2022)
Antonio Theophilo, Rafael Padilha, Fernanda A. Andaló, Anderson Rocha
Explainable Artificial Intelligence for Authorship Attribution on Social Media. ICASSP (2022)
José Nascimento, João Phillipe Cardenuto, Jing Yang, Anderson Rocha
Few-shot Learning for Multi-modal Social Media Event Filtering. CoRR (2022)
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 (2022)
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) (2022)
Jing Yang, Didier Augusto Vega-Oliveros, Tais Seibt, Anderson Rocha
Explainable Fact-Checking Through Question Answering. ICASSP (2022)
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) (2022)
Gabriel Bertocco, Antonio Theofilo, Fernanda A. Andaló, Anderson Rocha
Reasoning for Complex Data through Ensemble-based Self-Supervised Learning. CoRR (2022)
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 (2022)
João P. Cardenuto, Anderson Rocha
Benchmarking Scientific Image Forgery Detectors. Sci. Eng. Ethics 28 (4) (2022)
José Nascimento, João Phillipe Cardenuto, Jing Yang, Anderson Rocha
Few-shot Learning for Multi-modal Social Media Event Filtering. WIFS (2022)
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 (2022)
Antonio Theophilo, Anderson Rocha
Authorship Attribution of Small Messages Through Language Models. WIFS (2022)
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 (2022)
Pedro Ribeiro Mendes Júnior, Terrance E. Boult, Jacques Wainer, Anderson Rocha
Open-Set Support Vector Machines. IEEE Trans. Syst. Man Cybern. Syst. 52 (6) (2022)
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 (2022)
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 (2021)
Gabriel Bertocco, Fernanda A. Andaló, Anderson Rocha
Unsupervised and Self-Adaptative Techniques for Cross-Domain Person Re-Identification. IEEE Trans. Inf. Forensics Secur. 16 (2021)
Lucas Oliveira David, Hélio Pedrini, Zanoni Dias, Anderson Rocha
Authentication of Vincent van Gogh's Work. CAIP (2) (2021)
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 (2021)
João P. Cardenuto, Anderson Rocha
Benchmarking Scientific Image Forgery Detectors. CoRR (2021)
Rafael Padilha, Tawfiq Salem, Scott Workman, Fernanda A. Andaló, Anderson Rocha, Nathan Jacobs
Content-Based Detection of Temporal Metadata Manipulation. CoRR (2021)
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 (2021)
Rafael Padilha, Fernanda A. Andaló, Bahram Lavi, Luís A. M. Pereira, Anderson Rocha
Temporally sorting images from real-world events. Pattern Recognit. Lett. 147 (2021)
Gabriel Bertocco, Fernanda A. Andaló, Anderson Rocha
Unsupervised and self-adaptative techniques for cross-domain person re-identification. CoRR (2021)
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 (2021)
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)
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 (2021)
Lucas Oliveira David, Hélio Pedrini, Zanoni Dias, Anderson Rocha
Connoisseur: Provenance Analysis in Paintings. SSCI (2021)
Bahram Lavi, José Nascimento, Anderson Rocha
Semi-Supervised Feature Embedding for Data Sanitization in Real-World Events. ICASSP (2021)
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 (2021)
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) (2020)
Aparna Bharati, Daniel Moreira, Patrick J. Flynn, Anderson Rocha, Kevin W. Bowyer, Walter J. Scheirer
Learning Transformation-Aware Embeddings for Image Forensics. CoRR (2020)
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 (2020)
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) (2020)
Haoliang Li, Shiqi Wang, Peisong He, Anderson Rocha
Face Anti-Spoofing With Deep Neural Network Distillation. IEEE J. Sel. Top. Signal Process. 14 (5) (2020)
Sebastiano Verde, Thiago Resek, Simone Milani, Anderson Rocha
Ground-to-Aerial Viewpoint Localization via Landmark Graphs Matching. IEEE Signal Process. Lett. 27 (2020)
Bruno Peixoto, Bahram Lavi, Paolo Bestagini, Zanoni Dias, Anderson Rocha
Multimodal Violence Detection in Videos. ICASSP (2020)
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 (2020)
Allan da Silva Pinto, Siome Goldenstein, Alexandre M. Ferreira, Tiago Carvalho, Hélio Pedrini, Anderson Rocha
Leveraging Shape, Reflectance and Albedo From Shading for Face Presentation Attack Detection. IEEE Trans. Inf. Forensics Secur. 15 (2020)
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)
Bahram Lavi, Ihsan Ullah, Mehdi Fatan, Anderson Rocha
Survey on Reliable Deep Learning-Based Person Re-Identification Models: Are We There Yet? CoRR (2020)
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 (2020)
Stephane Schwarz, Antônio Theóphilo, Anderson Rocha
EMET: Embeddings from Multilingual-Encoder Transformer for Fake News Detection. ICASSP (2020)
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) (2020)
Rodrigo Bresan, Allan da Silva Pinto, Anderson Rocha, Carlos Beluzo, Tiago Carvalho
FaceSpoof Buster: a Presentation Attack Detector Based on Intrinsic Image Properties and Deep Learning. CoRR (2019)
Roberto Leyva, Geise Santos, Anderson Rocha, Victor Sanchez, Chang-Tsun Li
Accelerometer Dense Trajectories for Activity Recognition and People Identification. IWBF (2019)
Anselmo Ferreira, Siovani Cintra Felipussi, Ramon Pires, Sandra Avila, Geise Santos, Jorge 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) (2019)
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)
Caroline Mazini Rodrigues, Luís A. M. Pereira, Anderson Rocha, Zanoni Dias
Image Semantic Representation for Event Understanding. WIFS (2019)
Alberto A. de Oliveira, Anderson Rocha
Score-based Learning for Relevance Prediction in Image Similarity Search. ICASSP (2019)
Pedro Ribeiro Mendes Júnior, Luca Bondi, Paolo Bestagini, Stefano Tubaro, Anderson Rocha
An In-Depth Study on Open-Set Camera Model Identification. CoRR (2019)
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)
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 (2019)
Marcos Cirne, Fernanda A. Andaló, Rafael Dias, Thiago Resek, Gabriel Bertocco, Ricardo da Silva Torres, Anderson Rocha
Deep Face Verification for Spherical Images. ICIP (2019)
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 (2019)
Dimitrios A. Pritsos, Anderson Rocha, Efstathios Stamatatos
Open-Set Web Genre Identification Using Distributional Features and Nearest Neighbors Distance Ratio. ECIR (2) (2019)
Giuliano Pinheiro, Marcos Cirne, Paolo Bestagini, Stefano Tubaro, Anderson Rocha
Detection and Synchronization of Video Sequences for Event Reconstruction. ICIP (2019)
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)
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 (2019)
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 (2019)
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) (2019)
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 (2019)
Bruno Peixoto, Bahram Lavi, João Paulo Pereira Martin, Sandra Avila, Zanoni Dias, Anderson Rocha
Toward Subjective Violence Detection in Videos. ICASSP (2019)
Mauricio Perez, Alex C. Kot, Anderson Rocha
Detection of Real-world Fights in Surveillance Videos. ICASSP (2019)
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 (2019)
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 (2018)
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)
Thales Pomari, Guillherme Ruppert, Edmar R. S. De Rezende, Anderson Rocha, Tiago Carvalho
Image Splicing Detection Through Illumination Inconsistencies and Deep Learning. ICIP (2018)
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 (2018)
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 (2018)
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 (2018)
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 (2018)
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 (2018)
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) (2018)
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) (2018)
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 (2018)
Anderson Rocha, Shujun Li, C.-C. Jay Kuo, Alessandro Piva, Jiwu Huang
Data-driven multimedia forensics and security. J. Vis. Commun. Image Represent. 55 (2018)
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) (2018)
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 (2018)
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)

Anderson Rocha.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Anderson Rocha