Publications

My most up-to-date and complete list of publication can be found in my Google Scholar page. You can also check my ACM Digital Library author page, and my CV on the Brazilian Government Lattes system.

Below, you’ll find a list of my most important publications, many with links to local copies of the fulltexts.

I am using the Author-izer service to make available free-of-charge my articles published on ACM. If you have any issues with the service, please let me know.

2016

Daniel Moreira, Sandra Avila, Mauricio Perez, Daniel Moraes, Vanessa Testoni, Eduardo Valle, Siome Goldenstein, Anderson Rocha. “Pornography classification: The hidden clues in video space–time”, Forensic Science International, v. 268, pp. 46–61, November 2016. DOI: 10.1016/j.forsciint.2016.09.010

Thierry Moreira, Mauricio Perez, Rafael Werneck, Eduardo Valle. “Where is my puppy? Retrieving lost dogs by facial features. Multimedia Tools and Applications”, accepted, pp. 1–16, September 2016. DOI: 10.1007/s11042-016-3824-1

Micael Carvalho, Matthieu Cord, Sandra Avila, Nicolas Thome, Eduardo Valle. “Deep neural networks under stress. In: Proceedings of the 2016 IEEE International Conference on Image Processing — ICIP, pp. 4443-4447. Phoenix, Arizona, USA, September 25–28, 2016. DOI: 10.1109/ICIP.2016.7533200

Pedro Tabacof, Eduardo Valle. “Exploring the space of adversarial images”. In: Proceedings of the 2016 International Joint Conference on Neural Networks — IJCNN, pp. 426–433. Vancouver, BC, Canada, July 24–29, 2016. DOI: 10.1109/IJCNN.2016.7727230

2015

Vanessa Testoni, Otávio Penatti, Fernanda Andaló, Miguel Lizarraga, Letícia Rittner, Eduardo Valle, Sandra Avila. “Guest Editorial: Special Issue on Vision-based Human Activity Recognition”. Journal of Communication and Information Systems, v. 30, pp. 58-59, 2015. DOI: 10.14209/jcis.2015.7

2014

Eliezer Silva, Thiago Teixeira, George Teodoro and Eduardo Valle. “Large-Scale Distributed Locality-Sensitive Hashing for General Metric Data”. 7th International Conference on Similarity Search and Applications — SISAP’2014, Los Cabos, Mexico, October 29–31, 2014. Lecture Notes in Computer Science, v. 8821, pp. 82–93, 2014. DOI: 10.1007/978-3-319-11988-5_8. [fulltext]

Michel Fornaciali, Sandra Avila, Micael Carvalho and Eduardo Valle. “Statistical Learning Approach for Robust Melanoma Screening”. In Proceedings of the 27th SIBGRAPI Conference on Graphics, Patterns and Images, pp. 352–359. Rio de Janeiro, RJ, Brazil. August 27–30, 2011. DOI: 10.1109/SIBGRAPI.2014.48 [fulltext — extra material : blog  · minisite]

Ramon Pires, Sandra Avila, Herbert Jelinek, Jacques Wainer, Eduardo Valle and Anderson Rocha. “Automatic Diabetic Retinopathy Detection using BossaNova Representation”. In: EMBC’2014 (accepted). [fulltext — extra material : blog  · datasets]

Luam Totti, Felipe Costa, Sandra Avila, Eduardo Valle, Wagner Meira Jr. and Virgílio Almeida. “The Impact of Visual Attributes on Online Image Diffusion”. In: Proceedings of the 2014 ACM Conference on Web Science — WebSci’2014. Bloomington, Indiana, USA. June 23–26, 2014. DOI: 10.1145/2615569.2615700 [Extra material : blog  · datasets · code] ACM DL Author-ize serviceFulltext

Ramon Pires, Herbert Jelinek, Jacques Wainer, Eduardo Valle and Anderson Rocha. “Advancing Bag-of-Visual-Words Representations for Lesion Classification in Retinal Images”, PlosOne, v. 9, n. 6, June 2014. DOI: 10.1371/journal.pone.0096814 [open access — extra material : blog  · datasets · code]

George Teodoro, Eduardo Valle, Nathan Mariano, Ricardo Torres, Wagner Meira Jr. and Joel H. Saltz. “Approximate Similarity Search for Online Multimedia Services on Distributed CPU–GPU Platforms”, The VLDB Journal, v. 23, n. 3,  June 2014, pp. 427–448. DOI: 10.1007/s00778-013-0329-7. [preprint]

Antonio da Luz Jr., Eduardo Valle and Arnaldo Araújo. “Non-collaborative content detection in video-sharing social networks”, Multimedia Tools and Applications, v. 70, n. 2, May 2014, pp. 1049–1067. DOI: 10.1007/s11042-012-1198-6

Otávio Penatti, Fernanda Silva, Eduardo Valle, Valeria Gouet-Brunet and Ricardo Torres. “Visual word spatial arrangement for image retrieval and classification”, Pattern Recognition, v. 47, n. 2, pp. 705–720, February 2014.  DOI: 10.1016/j.patcog.2013.08.012  [preprint — extra material : code]

2013

Eliezer Silva and Eduardo Valle. “K-medoids LSH: a new locality-sensitive hashing in general metric spaces”, in Proceedings of the 28th Brazilian Symposium on Databases — SBBD 2013 (short papers), pp. 127–132. Recife, PE, Brazil. September 30–October 3, 2013. [fulltext]

Ramon Pires, Herbert F. Jelinek, Jacques Wainer, Siome Goldenstein, Eduardo Valle, Anderson Rocha. “Assessing the Need for Referral in Automatic Diabetic Retinopathy Detection”, IEEE Transactions on Biomedical Engineering, (accepted). DOI: 10.1109/TBME.2013.2278845 [preprint]

Jacques Wainer and Eduardo Valle. “What happens to a computer science research after it is published? Tracking CS research lines”, Journal of the American Society for Information Science and Technology — JASIST, v. 64, n. 6, pp. 1104-1111, June 2013. DOI: 10.1002/asi.22818 [preprint]

Sandra Avila, Nicolas Thome, Matthieu Cord, Eduardo Valle and Arnaldo Araújo. “Pooling in Image Representation: the visual codebook point of view”. Computer Vision and Image Understanding — CVIU, v. 117, n. 5, pp. 453–465. May 2013. DOI: 10.1016/j.cviu.2012.09.007 [preprint — extra material : minisite]

2012

Eduardo Valle, Sandra Avila, Fillipe de Souza, Marcelo Coelho and Arnaldo Araújo. “Content-based filtering for video sharing social networks”, Anais do SBSeg 2012 — XII Simpósio em Segurança da Informação e de Sistemas Computacionais : WFC – Workshop de Forense Computacional, pp. 625–638. Curitiba, PR, November 19–22, 2012. [fulltext]

Antonio da Luz Jr, Eduardo Valle and Arnaldo Araújo. “A Context-aware Description for Content Filtering on Video Sharing Social Networks”, Proceedings of the 2012 IEEE International Conference on Multimedia and Expo — ICME’2012, pp. 729–734. July 9–13, 2012. Melbourne, Australia. DOI: 10.1109/ICME.2012.63 [fulltext]

Lucas Bueno, Eduardo Valle, Ricardo Torres. “Bayesian approach for near-duplicate image detection”, Proceedings of the 2nd ACM International Conference on Multimedia Retrieval — ICMR 2012, pp. 15:1–15:8. Hong-Kong, PRC. June 5–8, 2012. DOI: 10.1145/2324796.2324815 ACM DL Author-ize serviceFulltext

Otávio Penatti, Eduardo Valle, Ricardo Torres. “Comparative Study of Global Color and Texture Descriptors for Web Image Retrieval”, Journal of Visual Communication and Image Representation, v. 23, n. 2, pp. 359–380. February, 2012. DOI: 10.1016/j.jvcir.2011.11.002 [preprint]

2011

Antonio da Luz Jr, Eduardo Valle and Arnaldo Araújo. “Semantic Concepts for Content Filtering on Video Sharing Social Networks”, in Proceedings of the 10th IADIS International Conference on WWW/Internet. November 5–8, 2011. Rio de Janeiro, RJ, Brazil. [fulltext]

George Teodoro, Eduardo Valle, Nathan Mariano, Ricardo Torres and Wagner Meira Jr. “Adaptive parallel approximate similarity search for responsive multimedia retrieval”, in Proceedings of the 20th ACM International Conference on Information and Knowledge Management — CIKM 2011, pp.  495–504. Glasgow, Scotland, UK. October 24–28, 2011. DOI: 10.1145/2063576.2063651 ACM DL Author-ize serviceFulltext

Ana Lopes, Elerson Santos, Eduardo Valle, Jussara de Almeida and Arnaldo Araújo. “Transfer Learning for Human Action Recognition”, in Proceedings of the 24th SIBGRAPI Conference on Graphics — SIBGRAPI 2011, Patterns and Images, pp. 352–359. Maceió, AL, Brazil. August 28–31, 2011. DOI: 10.1109/SIBGRAPI.2011.41 [fulltext]

Marcelo Coelho, Eduardo Valle, Cássio dos Santos Jr and Arnaldo Araújo. “Subspace Clustering for Information Retrieval in Urban Scene Databases”, in Proceedings of the 24th SIBGRAPI Conference on Graphics, Patterns and Images — SIBGRAPI 2011, pp. 173–180. Maceió, AL, Brazil. August 28–31, 2011. DOI: 10.1109/SIBGRAPI.2011.36 [fulltext]

Fillipe de Souza, Eduardo Valle, Guillermo Chávez and Arnaldo Araújo. “Color-Aware Local Spatiotemporal Features for Action Recognition”, in Proceedings of the 16th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications — CIARP 2011, pp. 248–255. Pucón, Chile. November 15–18, 2011. DOI: 10.1007/978-3-642-25085-9_29 [fulltext]

Otávio Penatti, Eduardo Valle and Ricardo Torres. “Encoding Spatial Arrangement of Visual Words” , in Proceedings of the 16th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications — CIARP 2011, pp. 240–247. Pucón, Chile. November 15–18, 2011. DOI: 10.1007/978-3-642-25085-9_28  (Awarded Best Paper) [fulltext]

Sandra de Avila, Nicolas Thome, Matthieu Cord, Eduardo Valle and Arnaldo Araújo. BOSSA: Extended BoW Formalism for Image Classification. Proceedings of the 18th IEEE International Conference on Image Processing — ICIP 2011, pp. 2909–1912. DOI: ICIP.2011.6116268 [fulltext — extra material : site]

2010

Jurandy de Almeida Jr, Eduardo Valle, Ricardo Torres and Neucimar Leite. “DAHC-tree: An effective index for approximate search in high-dimensional metric spaces”, Journal of Information and Data Management, v. 1, n. 3, pp. 375–390. 2010. ISSN: 2178-7107. [fulltext]

Ana Lopes, Eduardo Valle, Jussara de Almeida and Arnaldo Araújo. “Action recognition in videos: from motion capture labs to the web”, arXiv preprint: arXiv:1006.3506

Fillipe de Souza, Eduardo Valle, Guillermo Chávez and Arnaldo Araújo. “Violence Detection in Video Using Spatio-Temporal Features”, in Proceedings of the 23rd SIBGRAPI Conference on Graphics, Patterns and Images — SIBGRAPI 2010, pp. 224–230. Gramado, RS, Brazil. August 30–September 3, 2010. DOI: 10.1109/SIBGRAPI.2010.38 [fulltext]

Elerson Santos, Ana Lopes, Eduardo Valle, Jussara de Almeida, Arnaldo Araújo. “Vocabulários Visuais para Recuperação de Informação Multimídia”, in Anais do XVI Simpósio Brasileiro em Sistemas Multimidia e Web — WEBMEDIA 2010, v. 2,  pp. 21–24. Belo Horizonte, MG, Brazil. October 5–8, 2010. (In Portuguese) [fulltext]

Eduardo Valle, Matthieu Cord, Sylvie Philipp-Foliguet and David Gorisse. “Indexing personal image collections: a flexible, scalable solution”, IEEE Transactions on Consumer Electronics, v. 56, n. 3, pp. 1167-1175. August, 2010. DOI: 10.1109/TCE.2010.5606242 [fulltext]

Fernando Akune, Eduardo Valle and Ricardo Torres. “MONORAIL: A Disk-Friendly Index for Huge Descriptor Databases” in Proceedings of the 20th International Conference on Pattern Recognition — ICPR 2010. Istambul, Turkey. August 23–26, 2010. DOI: 10.1109/ICPR.2010.1008 [fulltext]

Fábio Faria, Adriano Veloso, Humberto de Almeida, Eduardo Valle, Ricardo Torres, Marcos Gonçalves and Wagner Meira Jr. “Learn to Rank for Content-Based Image Retrieval” in Proceedings of the 11th ACM International Conference on Multimedia Information Retrieval — MIR 2010. Philadelphia, PA, USA. March 29–31, 2010. DOI: 10.1145/1743384.1743434 ACM DL Author-ize serviceFulltext

2009

Eduardo Valle and Matthieu Cord. “Advanced Techniques in CBIR: Local Descriptors, Visual Dictionaries and Bags of Features” in Proceedings of the 22nd Brazilian Symposium on Computer Graphics and Image Processing — SIBGRAPI 2009 (Tutorials), pp. 72–78. Rio de Janeiro, RJ, Brazil. October 11–14, 2009. DOI: 10.1109/SIBGRAPI-Tutorials.2009.14 [fulltext]

Eduardo Valle and Matthieu Cord. “Similarity Search and Indexing for High-Dimensional Data” in Proceedings of the 24th Brazilian Symposium on Databases — SBBD 2009 (Tutorials), p. 263. Fortaleza, CE, Brazil. October 5–9, 2009. [extended abstract | presentation]

Eduardo Valle, David Picard and Matthieu Cord. “Geometric Consistency Checking for Local-Descriptor Based Document Retrieval” in Proceedings of the 9th ACM Symposium on Document Engineering — DocEng 2009, pp. 135–138. Munich, Germany. September 15–18, 2009. DOI:  10.1145/1600193.1600224 ACM DL Author-ize serviceFulltext

Flávio Bertholdo, Eduardo Valle and Arnaldo Araújo. “Layout-Aware Limiarization for Readability Enhancement of Degraded Historical Documents” in Proceedings of the 9th ACM Symposium on Document Engineering — DocEng 2009, pp. 131–134. Munich, Germany. September 15–18, 2009. DOI: 10.1145/1600193.1600223 ACM DL Author-ize serviceFulltext

David Picard, Matthieu Cord and Eduardo Valle. “Study of Sift Descriptors for Image Matching Based Localization in Urban Street View Context” in City Models, Roads and Traffic — ISPRS Workshop — CMRT 2009, pp. 193–198. Paris, France. September 3–4, 2009. [fulltext]

2008

Eduardo Valle, Matthieu Cord and Sylvie Philipp-Foliguet. “High-Dimensional Descriptor Indexing for Large Multimedia Databases” in Proceedings of the 17th ACM Conference on Information and Knowledge Management — CIKM 2008, pp. 739–748. Napa Valley, CA, USA. October 26–30, 2008. DOI: 10.1145/1458082.1458181 ACM DL Author-ize serviceFulltext

Eduardo Valle, Matthieu Cord and Sylvie Philipp-Foliguet. “Fast Identification of Visual Documents Using Local Descriptors” in Proceedings of the 8th ACM Symposium on Document Engineering — DOCENG 2008, . pp. 173–176. São Paulo, SP, Brazil. September 16–19, 2008. DOI: 10.1145/1410140.1410175 ACM DL Author-ize serviceFulltext

Eduardo Valle. Local-descriptor matching for image identification systems. Ph.D. thesis. 181 p. École Doctorale Sciences et Ingénierie, Université de Cergy-Pontoise, Cergy, France. June 12, 2008. [fulltext]

2007

Eduardo Valle, Matthieu Cord and Sylvie Philipp-Foliguet. “Content-based Image Identification on Cultural Databases” in Proceedings of the International Cultural Heritage Informatics Meeting — ICHIM 2007. 5 p. Toronto, ON, Canada. October 24–26, 2007. Archives & Museums Informatics. [fulltext]

Eduardo Valle, Matthieu Cord and Sylvie Philipp-Foliguet. “Matching Local Descriptors for Image Identification on Cultural Databases” in Proceedings of the 9th International Conference on Document Analysis and Recognition — ICDAR 2007, v. II,  pp. 679–683. Curitiba, PR, Brazil. September 23–26, 2007. DOI: 10.1109/ICDAR.2007.4377001 [fulltext]

Eduardo Valle, Matthieu Cord and Sylvie Philipp-Foliguet. “3-way Trees: A Similarity Search Method for High-Dimensional Descriptor Matching” in Proceedings of the 14th IEEE International Conference on Image Processing — ICIP 2007, pp. 173–176. vol I. San Antonio, TX, USA. September 16–19, 2007. DOI: 10.1109/ICIP.2007.4378919 [fulltext]

Eduardo Valle, Sylvie Philipp-Foliguet and Matthieu Cord. “Image Identification using Local Descriptors” in ImagEVAL 2006 Workshop, 5 p. Amsterdam, Netherlands. July 12, 2007. [fulltext]

2006

Eduardo Valle, Matthieu Cord and Sylvie Philipp-Foliguet. “Content-based Retrieval of Images for Cultural Institutions using Local Descriptors” in Geometric Modelling and Imaging — New Trends — GMAI 2006, pp. 177–182. London, England, UK. July 05–06, 2006. DOI: 10.1109/GMAI.2006.16 [fulltext]

2005

Eduardo Valle and Arnaldo Araújo. “Digitalização de acervos, desafio para o futuro”, Revista do Arquivo Público Mineiro, ano XLI, Julho–Dezembro 2005, pp. 128–143. Secretaria de Estado de Cultura / Arquivo Público Mineiro, Belo Horizonte, MG, Brazil. December, 2005. ISSN: 0104-8368. (In Portuguese) [fulltext]

Eduardo Valle. “Preservação digital e gestão eletrônica de documentos para museus e arquivos: O desafio dos acervos permanentes”,  Anais do Museu Histórico Nacional, v. 37, pp. 139–151. Museu Histórico Nacional, Rio de Janeiro, RJ, Brazil. 2005. ISSN: 1413-1803. (In Portuguese) [fulltext]

Eliane Amorim, Carlos Lopes and Eduardo Valle. Introdução à preservação de acervos digitais. 42 p. Secretaria de Estado de Cultura / Arquivo Público Mineiro, Belo Horizonte, MG, Brazil. 2005. ISBN 85-99528-01-7. (In Portuguese)

2004

Carlos Lopes, Eduardo Valle, Eliane Amorim and Fernanda Vieira. “Digitalizando para Durar: a Experiência do Arquivo Público Mineiro” in Anais do I Congresso Nacional de Arquivologia — ABARQ. Associação Brasiliense de Arquivologia, Brasília, DF, Brazil. November 23–26, 2004. (In Portuguese) [fulltext]

2003

Eduardo Valle. Sistemas de Informação Multimídia na Preservação de Acervos Permanentes. M.Sc. dissertation. 128 p. Departamento de Ciência da Computação, Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brazil. February 21, 2003. (In Portuguese) [fulltext]

2002

Eduardo Valle and Arnaldo Araújo. “Preserving Historical Collections Using Multimedia Information Systems” in Anals of the 8th Brazilian Symposium on Multimedia and Hypermedia Systems — SBMidia 2002, 8 p. Universidade Federal do Ceará / Sociedade Brasileira de Computação, Fortaleza, CE, Brazil. October 7–10, 2002. [fulltext]

Eduardo Valle, Arnaldo Araújo, Fernanda Vieira and Carla Costa. “A Tool for Workflow Management in the Composition of Multimedia Databases from Preexistent Documents” in Anals of the 8th Brazilian Symposium on Multimedia and Hypermedia Systems — SBMidia 2002, 4 p. Universidade Federal do Ceará / Sociedade Brasileira de Computação, Fortaleza, CE, Brazil. October 7–10, 2002. [fulltext]

2001

Eduardo Valle, Arnaldo Araújo and Nelson de Andrade. “Sistema de Informação Multimídia para Acervos Históricos de Valor Permanente” in Anais do 7º Simpósio Brasileiro de Sistemas Multimídia e Hipermídia — SBMidia 2001, pp. 234–235. Universidade Federal de Santa Catarina / Sociedade Brasileira de Computação, Florianópolis, SC, Brazil. October 15–19, 2001. (In Portuguese)