Publications |
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Book Chapters |
Conferences | Technical Reports
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Journals |
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ECKMANN, Michael; ROCHA, Anderson; WAINER, Jacques.
Relationship between high-quality journals and conferences in computer vision
In: Springer Scientometrics, to appear, 2012.
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DIAS, Zanoni; ROCHA, Anderson; GOLDENSTEIN, Siome.
Image Phylogeny by Minimal Spanning Trees
In: IEEE Transactions on Information Forensics and Security (TIFS), to appear, 2012.
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To appear |
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ROCHA, Anderson; PAPA, João. P.; MEIRA, Luis A. A..
How Far do We Get Using Machine Learning Black-Boxes?
In: Intl. Journal of Pattern Recognition and Artificial Intelligence (IJPRAI), to appear, 2012.
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To appear |
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MORISSON, André Luiz da Costa; LAMBERT, Jorge de Albuquerque; REIS, Paulo Max Gil Innocêncio; Reis and ROCHA, Anderson
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Perícia Criminal Brasileira, Estado da Arte e Tecnologias -- Brasil sedia eventos técnico-científicos com olhos no futuro das Ciências Forenses e da Segurança
In: Revista Perícia Federal -- Associação Nacional dos Peritos Criminais Federais, to appear, 2011.
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To appear |
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SILVA, Ewerton A.; ROCHA, Anderson.
Análise Forense de Documentos Digitais: Além da Visão Humana
In: Saúde, Ética & Justiça, to appear, December 2011.
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ROCHA, Anderson; SCHEIRER, Walter; BOULT, Terrance E.; GOLDENSTEIN, Siome.
Vision of the Unseen: Current Trends and Challenges in Digital Image and Video Forensics
In: ACM Computing Surveys (CSUR), to appear, December, 2011.
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3 MB |
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SCHEIRER, Walter; ROCHA, Anderson; MICHAELS, Ross; BOULT, Terrance E..
Meta-Recognition: The Theory and Practice of Recognition Score Analysis
In: IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), v. 33, issue 8, p. 1689-1695, 2011.
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3 MB |
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ROCHA, Anderson; GOLDENSTEIN, Siome.
Progressive Randomization: Seeing the unseen
In: Elsevier Computer Vision and Image Understanding (CVIU), v. 114, issue 3, p. 349-362, 2010.
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750 KB |
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ROCHA, Anderson; HAUAGGE, Daniel C.; WAINER, Jacques; GOLDENSTEIN, Siome.
Automatic fruit and vegetable classification from images
In: Elsevier Computer and Electronics in Agriculture (COMPAG), v. 70, issue 1, p. 96-104, 2010
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434 KB |
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ROCHA, Anderson; GOLDENSTEIN, Siome.
Steganography and Steganalysis in Digital Multimedia:
Hype or Hallelujah?. In: Journal of Theoretical and
Applied Computing (RITA), v. 15, p. 83-110, 2008.
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426 KB |
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MIRANDA, Paulo A. V.; FALCÃO, Alexandre X.;
ROCHA, Anderson; BERGO, Felipe P. G. Object delineation by k-connected
components. In Eurasip Journal on Advances in Signal Processing (JASP), v. 2008, p. 1-14, 2008.
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2.3 MB |
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ROCHA, Anderson; SCHNEIDER, Andréia;
ALVES, Júlio César; SILVA, Ricardo Martins de Abreu
wxProc: um simulador de políticas de escalonamento multiplataforma.
Revista Infocomp,
v. I, n. III, p. 43-47, 2004.
Link to original.
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147 KB |
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Patents |
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ROCHA, Anderson; HAUAGGE, Daniel C.; WAINER, Jacques; GOLDENSTEIN, Siome.
Método e sistema para reconhecimento de objetos em ambientes semi-controlados. International application Number:
WO 2011/106854A1. Filled with the
Instituto Nacional da
Propriedade Industrial, INPI, Brazil on
March 3rd, 2010, as receiving Office and to make
or receive payments on behalf of the undersigned.
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2.4 MB |
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SCHEIRER, Walter J.; ROCHA, Anderson; BOULT, Terrance E. A system and
apparatus for failure prediction and fusion in classification and recognition
Patent USPTO 12/766,283), 2010.
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291 KB |
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ROCHA, Anderson; GOLDENSTEIN, Siome.
Progressive Randomization Process and Equipment for Multimedia
Analysis and Reasoning. International application Number:
PCT/BR2007/000156. Filled with the
Instituto Nacional da
Propriedade Industrial, INPI, Brazil on
June 15th, 2007, as receiving Office and to make
or receive payments on behalf of the undersigned.
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1.3 MB |
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ROCHA, Anderson; GOLDENSTEIN, Siome.
Processo e Equipamento de Randomização
Progressiva para Análise e Raciocínio em
Multimídia. Patent number PI0605994-5 -
INPI, Brazil -
September 29th, 2006.
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1.6 MB |
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Book Chapters |
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HEFLIN, Brian; SCHEIRER, Walter J.; ROCHA, Anderson; BOULT, Terrance E.
A Look at Eye Detection for Unconstrained Environments.
Pattern Recognition, Machine Intelligence and Biometrics: Expanding Frontiers.
Springer-Verlag. ISBN 978-3-642-22406-5, 2011.
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4.7 MB |
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ROCHA, Anderson; GOLDENSTEIN, Siome.
CSI: Análise Forense de Documentos Digitais.
Atualizações em Informática (JAI), 2010, pp. 263-317.
Sociedade Brasileira de Computação (SBC), ISBN 978-85-8006-011-9.
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2.5 MB |
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Refereed Conferences |
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DIAS, Zanoni; ROCHA, Anderson; GOLDENSTEIN, Siome Klein.
Video Phylogeny: Recovering Near-Duplicate Video Relationships In:
IEEE International Workshop on Information Forensics and Security (WIFS).
Foz do Iguaçu, Brazil, 2011.
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340 KB |
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CHIACHIA, Giovani; FALCÃO, Alexandre X.; ROCHA, Anderson.
Person-Specific
Face Representation for Recognition In:
IEEE/IAPR Intl. Joint Conference on Biometrics (IJCB).
Washington, USA, 2011.
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618 KB |
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SCHWARTZ, William Robson ; ROCHA, Anderson ; PEDRINI, Hélio.
Face Spoofing Detection through Partial Least Squares and Low-Level Descriptors In:
IEEE/IAPR Intl. Joint Conference on Biometrics (IJCB).
Washington, USA, 2011.
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7.3 MB |
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CHAKKA, Murali Mohan; ANJOS, André; MARCEL, Sébastien; TRONCI, Roberto; MUNTONI, Daniele; FADDA, Gianluca; PILI, Maurizio; SIRENA, Nicola; MURGIA, Gabriele;
RISTORI, Marco; ROLI, Fabio; YAN, Junjie; YI, Dong; LEI, Zhen;
ZHANG, Zhiwei; LI, Stan Z.; SCHWARTZ, William Robson; ROCHA, Anderson;
PEDRINI, Hélio; LORENZO-NAVARRO, Javier; CASTRILLON-SANTANA, Modesto;
MAATTA, Jukka; HADID, Abdenour; PIETIKAINEN, Matti..
Competition on Counter Measures to 2-D Facial Spoofing Attacks. In:
IEEE/IAPR Intl. Joint Conference on Biometrics (IJCB).
Washington, USA, 2011.
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303 KB |
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JELINEK, Herbert F.; ROCHA, Anderson; CARVALHO, Tiago; GOLDENSTEIN, Siome Klein; Jacques WAINER .
Machine Learning and Pattern Classification in Identification of Indigenous Retinal Pathology In:
33rd Annual Intl. Conference of the IEEE Engineering in Medicine and Biology Society.
Boston, USA, 2011.
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1.7 MB |
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SABOIA, Priscila; Tiago Carvalho; ROCHA, Anderson.
Eye Specular Highlights Telltales for Digital Forensics: A Machine Learning Approach In: IEEE Intl. Conference on Image Processing (ICIP), 2011, Brussels, Belgium.
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1.4 MB |
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PEIXOTO, Bruno; MICHELASSI, Carolina; ROCHA, Anderson.
Face Liveness Detection Under Bad Illumination Conditions In: IEEE Intl. Conference on Image Processing (ICIP), 2011, Brussels, Belgium.
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217 KB |
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PAPA, João. P.; ROCHA, Anderson.
Image Categorization Through Optimum-Path Forest and Visual Words In: IEEE Intl. Conference on Image Processing (ICIP), 2011, Brussels, Belgium.
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979 KB |
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DIAS, Zanoni; ROCHA, Anderson; GOLDENSTEIN, Siome Klein.
First Steps Toward Image Phylogeny In:
IEEE International Workshop on Information Forensics and Security (WIFS).
Seattle, USA, 2010. p. 1-6.
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676 KB |
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SCHEIRER, Walter; ROCHA, Anderson; MICHAELS, Ross; BOULT, Terrance.
Robust Fusion: Extreme Value Theory for Recognition Score Normalization In:
European Conference on Computer Vision (ECCV).
Heraklion, Greece, 2010.
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2.7 MB |
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QUILES, Marcos; ZHAO, Liang; BREVE, Fabricio; ROCHA, Anderson.
Label Propagation Through Neuronal Synchrony In:
Intl. Joint Conference on Neural Networks (IJCNN).
Barcelona, Spain, 2010.
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3.6 MB |
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ROCHA, Anderson; PAPA, João Paulo; MEIRA, Luis A. A..
How Far You Can Get Using Machine Learning Black-Boxes In:
23rd Conference on Graphics, Patterns and Images (SIBGRAPI).
Gramado, Brazil, 2010. p. 193-200.
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311 KB |
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ROCHA, Anderson; GOLDENSTEIN, Siome.
Classifiers and Machine Learning Techniques for Image Processing and Computer Vision In:
23rd Conference on Graphics, Patterns and Images (SIBGRAPI) -- Workshop of Thesis and Dissertations.
Gramado, Brazil, 2010. p. 1-6.
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1.1 MB |
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ROCHA, Anderson; GOLDENSTEIN, Siome.
High-Profile Forensic Analysis of Images. In:
Intl. Conference on Imaging for Crime Detection and Prevention (ICDP), pp. 18-23,
London, UK, 2009.
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250 KB |
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SCHEIRER, Walter; ROCHA, Anderson; HEFLIN, Brian; BOULT, Terrance E..
Difficult Detection: A Comparison of Two Different Approaches to Eye Detection for Unconstrained Environments In:
IEEE Intl. Conference on Biometrics: Theory, Applications, and Systems (BTAS),
pp. 176-183,
Washington, USA, 2009.
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4 MB |
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ROCHA, Anderson; GOLDENSTEIN, Siome.
From binary to multi-class: divide to conquer. In:
Proceedings of the 4th
Intl. Conference on Computer Vision Theory and Applications (VISAPP), pp. 323-330,
Lisbon, Portugal, 2009.
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139 KB |
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ROCHA, Anderson; ALMEIDA, Jurandy; NASCIMENTO, Mario A.;
TORRES, Ricardo; GOLDENSTEIN, Siome.
Efficient and Flexible Cluster-and-Search for CBIR. In:
Proceedings of the 10th Intl. Conference on
Advanced Concepts for Intelligent Vision Systems (ACIVS), pp. 77-88,
Juan-les-Pins, France, 2008.
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442 KB |
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ROCHA, Anderson; HAUAGGE, Daniel C.; WAINER, Jacques;
GOLDENSTEIN, Siome.
Automatic produce classification from images using color, texture
and appearance cues In:
Proceedings of the 21st
Brazilian Symposium of Computer Graphics and Image Processing (SIBGRAPI), pp. 3-10,
Campo Grande, Brazil, 2008.
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430 KB |
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ROCHA, Anderson; SCHEIRER, Walter J.; BOULT, Terrance E.;
GOLDENSTEIN, Siome.
The Unseen Challenge Data Sets. In:
Proc. of the IEEE Workshop of Vision of the Unseen (WVU), pp. 1-8, 2008
(In conjunction with CVPR 2008). Anchorage, US, 2008.
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4.8 MB |
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ALMEIDA, Jurandy; ROCHA, Anderson; TORRES, Ricardo;
GOLDENSTEIN, Siome.
Colors worth more than a thousand words. In:
Proceedings of the 23rd Annual ACM Symposium on Applied
Computing - ACM-SAC, pp. 1179-1185, Fortaleza, Brazil, 2008.
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627 KB |
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ROCHA, Anderson; GOLDENSTEIN, Siome.
PR: More than Meets the Eye. In:
Proceedings of the 11th IEEE Intl. Conference on
Computer Vision - ICCV, pp. 1-8, OmniPress 2007. ISBN 978-1-4244-1631-8.
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520 KB |
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ROCHA, Anderson; GOLDENSTEIN, Siome.
Progressive Randomization for Steganalysis. In: 2006 IEEE
8th Workshop on Multimedia Signal Processing, 2006, Victoria, BC.
Proceedings of the 2006 IEEE 8th Workshop on Multimedia Signal
Processing, v. 1. pp. 314-319.
Seattle, USA : OmniPress, 2006.
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800 KB |
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FALCÃO, Alexandre X.; MIRANDA, Paulo
A. V.; ROCHA, Anderson. A
Linear-Time Approach for Image Segmentation Using Graph-Cut
Measures. In: Advanced Concepts for Intelligent Vision
Systems, 2006, Antwerp, Belgium. Proceedings of the Advanced
Concepts for Intelligent Vision Systems, LNCS, v. 4179. p. 138-149.
Springer, Berlin, 2006.
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702 KB |
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ROCHA, Anderson; GOLDENSTEIN, Siome.
Is it Fake or Real? In: XIX Brazilian Symposium on
Computer Graphics and Image Processing (Sibgrapi - 2006), 2006,
Manaus. Proceedings of the SIBGRAPI, 2006. Short
paper in the Technical Poster Session, pp. 1-2.
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45 KB |
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ALVES, Júlio C.; SILVA,
Ricardo M. de A.; ROCHA, Anderson; MATEUS,
Geraldo R.; RAMALHO, Geber L.; ESMIN, Ahmed A. A.;
SILVA, Flávia L. M.
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P-median and P-center applied to Color Quantization and
Pixel Mapping In: HIS'06 - Sixth Intl. Conf. on
Hybrid Intelligent Systems and & 4th Conf. on Neuro-Computing and
Evolving Intelligence (NCEI 06), 2006. Auckland - New Zealand.
HIS-NCEI - 2006. Short paper, pp. 49-51.
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216 KB |
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FALCÃO, Alexandre X.; MIRANDA, Paulo A.
V.; ROCHA, Anderson; and BERGO, Felipe P. G.
Object detection by kappa-connected seed competition.
In: XVIII Brazilian Symposium on Computer Graphics and Image
Processing (Sibgrapi), 2005, Natal - RN.
Proceedings of the IEEE Sibgrapi 2005. pp. 97-104.
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231 KB |
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ROCHA, Anderson; GOLDENSTEIN, Siome Klein;
COSTA, Heitor Augustus Xavier; CHAVES, Lucas Monteiro.
Camaleão: privacidade e segurança na internet
por esteganografia em imagens
. In: WEBMEDIA & LA-WEB - SOFTWARE AND TOOLS, 2004,
Ribeirão Preto - SP. Proceedings of the Webmedia &
LA-Web 2004 Joint Conference. 2004. v. II, pp. 317-318.
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625 KB |
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ROCHA, Anderson; GOLDENSTEIN, Siome Klein; COSTA,
Heitor Augustus Xavier; CHAVES, Lucas Monteiro.
Camaleão: um software de esteganografia para
proteção e privacidade digital.
. In: SIMPÓSIO DE
SEGURANÇA EM INFORMÁTICA (SSI),
2004, São José dos Campos - SP. Anais do 6°
Simpósio de Segurança em Informática, pp. 1-9.
Fundação Biblioteca Nacional, 2004.
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563 KB |
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ROCHA, Anderson; GOLDENSTEIN, Siome Klein; COSTA,
Heitor Augustus Xavier; CHAVES, Lucas Monteiro.
Segurança e privacidade na internet por esteganografia
em imagens.
In: WEBMEDIA & LA-WEB, 2004, Ribeirão Preto. Proceedings
of the Webmedia & LA-Web 2004 Joint Conference.
2004. v. II, pp. 379-381.
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143.8 KB |
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Technical Reports |
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CHIACHIA, Giovani; FALCÃO, Alexandre X.; ROCHA, Anderson.
Person-Specific Face Representation for Recognition.
Technical Report IC-11-16, Instituto de
Computação - UNICAMP, 2011, Campinas - SP.
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692 KB |
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CHIACHIA, Giovani; FALCÃO, Alexandre X.; ROCHA, Anderson.
Multiscale Parameter Search (MSPS): A Deterministic Approach for Black-box Global Optimization.
Technical Report IC-11-15, Instituto de
Computação - UNICAMP, 2011, Campinas - SP.
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459 KB |
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ROCHA, Anderson; CARVALHO, Tiago; GOLDENSTEIN, Siome Klein; Jacques WAINER.
Points of Interest and Visual Dictionary for Retina Pathology Detection.
Technical Report IC-11-07, Instituto de
Computação - UNICAMP, 2011, Campinas - SP.
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3.2 MB |
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ROCHA, Anderson; ALMEIDA, Jurandy; TORRES, Ricardo;
and GOLDENSTEIN, Siome.
A new Hybrid Clustering Approach for Image Retrieval.
Technical Report IC-07-29, Instituto de
Computação - UNICAMP, 2007, Campinas - SP.
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1.1 MB |
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ALMEIDA, Jurandy; ROCHA, Anderson; TORRES, Ricardo;
and GOLDENSTEIN, Siome.
Image Retrieval based on Color and Scale representative
Image Regions (CSIR).
Technical Report IC-07-28, Instituto de
Computação - UNICAMP, 2007, Campinas - SP.
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660 KB |
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ROCHA, Anderson; GOLDENSTEIN, Siome.
Progressive Randomization for Steganalysis.
Technical Report IC-06-07, Instituto de
Computação - UNICAMP, 2006, Campinas - SP.
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4.7 MB |
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FALCÃO, Alexandre X.; MIRANDA, Paulo A.
V.; ROCHA, Anderson.
A linear-time approach for graph-cut object detection.
Technical Report IC-05-31, Instituto de
Computação - UNICAMP, 2005, Campinas - SP.
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2.3 MB |
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FALCÃO, Alexandre X.; MIRANDA, Paulo A.
V.; ROCHA, Anderson; and BERGO, Felipe P. G.
Object definition by kappa-connected components.
Technical Report IC-05-18, Instituto de
Computação - UNICAMP, 2005, Campinas - SP.
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625 KB |
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Thesis |
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PhD
ROCHA, Anderson de Rezende.
Classifiers and machine learning techniques for Image Processing and Computer Vision.
In: PhD thesis, Institute of Computing
University of Campinas (UNICAMP), Campinas, SP, Brazil,
199 pp.
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5.2 MB |
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Masters
ROCHA, Anderson de Rezende.
Randomização Progressiva
para Esteganálise.
In: Master's thesis, Institute of Computing, University of Campinas (UNICAMP),
Campinas, SP, Brazil,
89 pp. |
2.1 MB
1.3 MB |
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Undergrad publications |
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ROCHA, Anderson; COSTA,
Heitor Augustus Xavier; CHAVES, Lucas Monteiro.
Camaleão: um software para segurança digital
utilizando esteganografia.
REIC - Revista Eletrônica de Iniciação
Científica, SBC,
v. I, n. Número I, pp. 1-11, 2004.
Link to original.
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653 KB |
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ROCHA, Anderson; RESENDE, Antônio Maria Pereira de.
Discutindo soluções do clássico problema
da sujeira com agentes inteligentes, Java e Jess..
REIC - Revista Eletrônica de Iniciação
Científica,
SBC,
v. III, n. Volume III, pp. 1-11, 2003.
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