<-- Tiago Carvalho -->

Journals:

ROCHA, Anderson; CARVALHO, Tiago; JELINEK, Herbert F.; GOLDENSTEIN, Siome Klein; Jacques WAINER . Points of Interest and Visual Dictionaries for Automatic Retinal Lesion Detection In: IEEE Transactions on Biomedical Engineering (T.BME), v. 59, issue 8, p. 2244-2253, 2012.

Refereed Conferences:

CARVALHO, T. ; SILVA, E. ; COSTA, F. O. ; FERREIRA, A. ; ROCHA, A. . Além do óbvio: a análise forense de imagens e a investigação do conteúdo implícito e explícito de fotografias digitais. In: Workshop de Forense Computacional - Simpósio Brasileiro de Segurança da Informação e de Sistemas Computacionais (SBSeg 2012), 2012, Curitiba. Anais do Workshop de Forense Computacional - Simpósio Brasileiro de Segurança da Informação e de Sistemas Computacionais (SBSeg 2012), 2012.

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.

SABOIA, Priscila; CARVALHO, Tiago; ROCHA, Anderson. Eye Specular Highlights Telltales for Digital Forensics: A Machine Learning Approach In: IEEE Intl. Conference on Image Processing (ICIP), 2011, Brussels, Belgium.

CARVALHO, T. J. ; ROCHA, A. ; WAINER, J. ; GOLDENSTEIN, S. K. Computer Vision and Machine Learning techniques hard exudates detection eye-fundus images. In: Sibgrapi Workshop of Theses and Dissertations (WTD-SIBGRAPI), 2011, Maceio. 23rd Conference on Graphics, Patterns and Images (SIBGRAPI) -- Workshop of Thesis and Dissertations, 2011 (BEST MASTER'S THESIS IN IMAGE PROCESSING AWARD).

SPINA, T. V.; MONTOYA-ZEGARA, J. A.; ANDRIJAUSKAS, F.; FARIA, F.A.; ZAMPIERI, C. E. A.; PINTO-CÁCERES, Sheila M.; CARVALHO, T. J.; FALCÃO, A. X. A comparative study among pattern classifiers in interactive image segmentation. 21rd Conference on Graphics, Patterns and Images (SIBGRAPI), 2009.

Book Chapters:

CARVALHO, Tiago ; PINTO, A. ; SILVA, E. ; COSTA, F. O. ; PINHEIRO, G. R. ; ROCHA, A. . Crime Scene Investigation (CSI): da Ficção à Realidade. In: ERI-MG. (Org.). Anais da VII Escola Regional de Informática de Minas Gerais. 1ed.Juiz de Fora: , 2012, v. , p. 1-23.

Technical Reports:

CARVALHO, T. ; RIESS, C. ; ANGELOPOULOU, E. ; PEDRINI, H. ; ROCHA, A. . Detecting Photograph Manipulation Through Color Constancy Analysis and Feature Engineering. 2012.

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.

Thesis:

(MASTER'S THESIS) CARVALHO, Tiago. Aplicação de Técnicas de Visão Computacional e Aprendizado de Máquina para a Detecção de Exsudatos Duros em Imagens de Fundo de Olho. In: Master's thesis, Institute of Computing, University of Campinas (UNICAMP), Campinas, SP, Brazil, 95 pp. Advisor: Siome Klen Goldenstein, 2010.

Undergrad work:

CARVALHO, Tiago. Geração Procedural de Terrenos. In: Undergraduate Final Project, Federal University of Juiz de Fora, Juiz de Fora, MG, Brazil, 48 pp. Advisor: Marcelo Bernardes Vieira, 2008.

Posters:

CARVALHO, Tiago. Aplicação de Técnicas de Visão Computacional e Aprendizado de Máquina para a Detecção de Exsudatos Duros em Imagens de Fundo de Olho. In: Sibgrapi Workshop of Theses and Dissertations (WTD-SIBGRAPI), 2011, Maceio. 23rd Conference on Graphics, Patterns and Images (SIBGRAPI) -- Workshop of Thesis and Dissertations, 2011.

Jacques Wainer, Tiago Carvalho, Siome Goldenstein, Anderson Rocha. Automatic Detection of Retinal Anomalies. In: Microsoft External Research Symposium, 2010, Redmond -EUA.