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D-Index & Metrics

Computer Science

D-Index
52
Citations
11063
World Ranking
5071
National Ranking
17

Overview

Anderson Rocha is affiliated with the State University of Campinas in Brazil. Their research spans across multiple fields of study, with a primary focus on Computer Science and Engineering. Within these domains, their work frequently addresses subfields such as Computer Vision and Pattern Recognition, Artificial Intelligence, Ocean Engineering, Signal Processing, and Information Systems.

The main topics covered in their publications include Reservoir Engineering and Simulation Methods, Digital Media Forensic Detection, Anomaly Detection Techniques and Applications, Hydraulic Fracturing and Reservoir Analysis, Seismic Imaging and Inversion Techniques, Face Recognition and Analysis, and Biometric Identification and Security.

Anderson Rocha has contributed to a number of recent papers. Some notable examples include:

  • "Alzheimer's Disease Detection Through Whole-Brain 3D-CNN MRI" (2020) published in Frontiers in Bioengineering and Biotechnology
  • "Detect and Locate: Exposing Face Manipulation by Semantic- and Noise-Level Telltales" (2022) published in IEEE Transactions on Information Forensics and Security
  • "Data-driven deep-learning forecasting for oil production and pressure" (2021) published in Journal of Petroleum Science and Engineering
  • "Leveraging Shape, Reflectance and Albedo From Shading for Face Presentation Attack Detection" (2020) published in IEEE Transactions on Information Forensics and Security
  • "Detecting face presentation attacks in mobile devices with a patch-based CNN and a sensor-aware loss function" (2020) published in PLoS ONE

Anderson Rocha frequently collaborates with several coauthors. These include Denis José Schiozer, Fernanda Andaló, Alessandra Davólio, Aurea Soriano-Vargas, and Haoliang Li.

Their research has been published in various venues, most notably:

  • arXiv (Cornell University)
  • Zenodo (CERN European Organization for Nuclear Research)
  • IEEE Transactions on Information Forensics and Security
  • IEEE Security & Privacy
  • IEEE Access

Best Publications

  • Toward Open Set Recognition

    W. J. Scheirer;A. de Rezende Rocha;A. Sapkota;T. E. Boult

  • Deep Representations for Iris, Face, and Fingerprint Spoofing Detection

    David Menotti;Giovani Chiachia;Allan Pinto;William Robson Schwartz

  • Automatic fruit and vegetable classification from images

    Anderson Rocha;Daniel C. Hauagge;Jacques Wainer;Siome Goldenstein

  • Vision of the unseen: Current trends and challenges in digital image and video forensics

    Anderson Rocha;Walter Scheirer;Terrance Boult;Siome Goldenstein

  • Nearest neighbors distance ratio open-set classifier

    Pedro R. Mendes Júnior;Roberto M. Souza;Rafael De Werneck;Bernardo V. Stein

  • Going deeper into copy-move forgery detection

    Ewerton Silva;Tiago Carvalho;Anselmo Ferreira;Anderson Rocha

  • Meta-Recognition: The Theory and Practice of Recognition Score Analysis

    W J Scheirer;A Rocha;R J Micheals;T E Boult

  • Authorship Attribution for Social Media Forensics

    Anderson Rocha;Walter J. Scheirer;Christopher W. Forstall;Thiago Cavalcante

  • Multiclass From Binary: Expanding One-Versus-All, One-Versus-One and ECOC-Based Approaches

    Anderson Rocha;Siome Klein Goldenstein

  • Competition on counter measures to 2-D facial spoofing attacks

    Murali Mohan Chakka;Andre Anjos;Sebastien Marcel;Roberto Tronci

  • Face liveness detection under bad illumination conditions

    Bruno Peixoto;Carolina Michelassi;Anderson Rocha

  • Face Spoofing Detection Through Visual Codebooks of Spectral Temporal Cubes

    Allan Pinto;Helio Pedrini;William Robson Schwartz;Anderson Rocha

  • Learning Generalized Deep Feature Representation for Face Anti-Spoofing

    Haoliang Li;Peisong He;Shiqi Wang;Anderson Rocha

  • Points of Interest and Visual Dictionaries for Automatic Retinal Lesion Detection

    A. Rocha;T. Carvalho;H. F. Jelinek;S. Goldenstein

  • Video pornography detection through deep learning techniques and motion information

    Mauricio Perez;Sandra Avila;Daniel Moreira;Daniel Moraes

  • Face spoofing detection through partial least squares and low-level descriptors

    William Robson Schwartz;Anderson Rocha;Helio Pedrini

  • Using Visual Rhythms for Detecting Video-Based Facial Spoof Attacks

    Allan Pinto;William Robson Schwartz;Helio Pedrini;Anderson de Rezende Rocha

  • A competition on generalized software-based face presentation attack detection in mobile scenarios

    Z. Boulkenafet;J. Komulainen;Z. Akhtar;A. Benlamoudi

  • Video-Based Face Spoofing Detection through Visual Rhythm Analysis

    Allan da Silva Pinto;Helio Pedrini;William Schwartz;Anderson Rocha

  • A data-driven approach to referable diabetic retinopathy detection.

    Ramon Pires;Sandra Avila;Jacques Wainer;Eduardo Valle

  • The 2nd competition on counter measures to 2D face spoofing attacks

    I. Chingovska;J. Yang;Z. Lei;D. Yi

Frequent Co-Authors

Jacques Wainer
Jacques Wainer State University of Campinas
Ricardo da Silva Torres
Ricardo da Silva Torres Wageningen University & Research
Walter J. Scheirer
Walter J. Scheirer University of Notre Dame
Alexandre X. Falcão
Alexandre X. Falcão State University of Campinas
Terrance E. Boult
Terrance E. Boult University of Colorado Colorado Springs
Paolo Bestagini
Paolo Bestagini Polytechnic University of Milan
William Robson Schwartz
William Robson Schwartz Universidade Federal de Minas Gerais
Stefano Tubaro
Stefano Tubaro Polytechnic University of Milan
João Paulo Papa
João Paulo Papa Sao Paulo State University
Marco Tagliasacchi
Marco Tagliasacchi Google (Switzerland)

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