Publications

André Sacilotti, Samuel Felipe dos Santos, Nicu Sebe, Jurandy Almeida (2025). Transferable-guided Attention Is All You Need for Video Domain Adaptation. WACV.

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Públio Elon Correa da Silva, Jurandy Almeida (2024). An Edge Computing-Based Solution for Real-Time Leaf Disease Classification using Thermal Imaging. GRSL.

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Gabriel Bellon de Carvalho, Jurandy Almeida (2024). Exploiting the Segment Anything Model (SAM) for Lung Segmentation in Chest X-ray Images. CIARP.

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Pedro Lamkowski, Douglas Rodrigues, Leandro A. Passos, João Paulo Papa, Jurandy Almeida (2024). Neural Architecture Search for Enhancing Action Video Recognition in Compressed Domains. IWSSIP.

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Ricardo Alexandre Gracelli, Jurandy Almeida (2024). Exploring Alternative Data Augmentation Methods in Dysarthric Automatic Speech Recognition. CBMS.

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Mina Kaviani, Jurandy Almeida, Fábio Luciano Verdi (2024). Residual-based Adaptive Huber Loss (RAHL) - Design of an Improved Huber Loss for CQI Prediction in 5G Networks. SBRC.

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Rafael Junqueira Martarelli, Douglas Rodrigues, Clayton Reginaldo Pereira, Jurandy Almeida, João Paulo Papa (2023). Strategies for Classifier Selection Based on Genetic Programming for Multimedia Data Recognition. VISAPP.

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Lucas Fernando Alvarenga e Silva, Nicu Sebe, Jurandy Almeida (2023). Tightening Classification Boundaries in Open Set Domain Adaptation through Unknown Exploitation. SIBGRAPI.

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Eduardo Garcia do Nascimento, John Just, Jurandy Almeida, Tiago A. Almeida (2023). Productive Crop Field Detection: A New Dataset and Deep-Learning Benchmark Results. GRSL.

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Samuel Felipe dos Santos, Rodrigo Berriel, Thiago Oliveira-Santos, Nicu Sebe, Jurandy Almeida (2023). Budget-Aware Pruning for Multi-Domain Learning. ICIAP.

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João Gabriel Camacho Presotto, Samuel Felipe dos Santos, Lucas Pascotti Valem, Fábio Augusto Faria, João Paulo Papa, Jurandy Almeida, Daniel Carlos Guimarães Pedronette (2022). Weakly Supervised Learning based on Hypergraph Manifold Ranking. JVCIR.

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Mateus de Souza Miranda, Lucas Fernando Alvarenga e Silva, Samuel Felipe dos Santos, Valdivino Alexandre de Santiago Júnior, Thales Sehn Körting, Jurandy Almeida (2022). A High-Spatial Resolution Dataset and Few-shot Deep Learning Benchmark for Image Classification. SIBGRAPI.

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Luiz Henrique Buris, Daniel Carlos Guimarães Pedronette, João Paulo Papa, Jurandy Almeida, Gustavo Carneiro, Fábio Augusto Faria (2022). Mixup-based Deep Metric Learning Approaches for Incomplete Supervision. ICIP.

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Cristiano Saltori, Paolo Rota, Nicu Sebe, Jurandy Almeida (2022). Low-budget Label Query through Domain Alignment Enforcement. CVIU.

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Luiz H. Buris, Daniel C. G. Pedronette, João P. Papa, Jurandy Almeida, Gustavo Carneiro, Fábio Augusto Faria (2022). Mixup-based Deep Metric Learning Approaches for Incomplete Supervision. CoRR.

Lucas Barbosa de Almeida, Vanessa Helena Pereira-Ferrero, Lucas Pascotti Valem, Jurandy Almeida, Daniel Carlos Guimarães Pedronette (2021). Representation Learning for Image Retrieval through 3D CNN and Manifold Ranking. 34th SIBGRAPI Conference on Graphics, Patterns and Images, SIBGRAPI 2021, Gramado, Rio Grande do Sul, Brazil, October 18-22, 2021.

Samuel Felipe dos Santos, Jurandy Almeida (2021). Less is More: Accelerating Faster Neural Networks Straight from JPEG. CoRR.

Samuel Felipe dos Santos, Jurandy Almeida (2021). Less Is More: Accelerating Faster Neural Networks Straight from JPEG. Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 25th Iberoamerican Congress, CIARP 2021, Porto, Portugal, May 10-13, 2021, Revised Selected Papers.

Lucas Fernando Alvarenga e Silva, Daniel Carlos Guimarães Pedronette, Fábio Augusto Faria, João Paulo Papa, Jurandy Almeida (2021). Improving Transferability of Domain Adaptation Networks Through Domain Alignment Layers. CoRR.

Lucas Fernando Alvarenga e Silva, Daniel C. G. Pedronette, Fábio Augusto Faria, João P. Papa, Jurandy Almeida (2021). Improving Transferability of Domain Adaptation Networks Through Domain Alignment Layers. 34th SIBGRAPI Conference on Graphics, Patterns and Images, SIBGRAPI 2021, Gramado, Rio Grande do Sul, Brazil, October 18-22, 2021.

Mateus Roder, Jurandy Almeida, Gustavo Henrique de Rosa, Leandro A. Passos, André L. D. Rossi, João P. Papa (2021). From Actions to Events: A Transfer Learning Approach Using Improved Deep Belief Networks. IEEE Symposium Series on Computational Intelligence, SSCI 2021, Orlando, FL, USA, December 5-7, 2021.

Lucas Fernando Alvarenga e Silva, Bruno Yuji Lino Kimura, Jurandy Almeida (2021). Deep Learning in Beyond 5G Networks with Image-based Time-Series Representation. CoRR.

Samuel Felipe dos Santos, Nicu Sebe, Jurandy Almeida (2020). The Good, The Bad, and The Ugly: Neural Networks Straight From JPEG. IEEE International Conference on Image Processing, ICIP 2020, Abu Dhabi, United Arab Emirates, October 25-28, 2020.

Guilherme B. Martins, Danillo Roberto Pereira, Jurandy Almeida, Victor Hugo C. de Albuquerque, João Paulo Papa (2020). OPFSumm: on the video summarization using Optimum-Path Forest. Multim. Tools Appl..

Jurandy Almeida, Cristiano Saltori, Paolo Rota, Nicu Sebe (2020). Low-Budget Unsupervised Label Query through Domain Alignment Enforcement. CoRR.

Samuel Felipe dos Santos, Jurandy Almeida (2020). Faster and Accurate Compressed Video Action Recognition Straight from the Frequency Domain. CoRR.

Samuel Felipe dos Santos, Jurandy Almeida (2020). Faster and Accurate Compressed Video Action Recognition Straight from the Frequency Domain. 33rd SIBGRAPI Conference on Graphics, Patterns and Images, SIBGRAPI 2020, Recife/Porto de Galinhas, Brazil, November 7-10, 2020.

Samuel Felipe dos Santos, Jurandy Almeida (2020). Deep Learning Towards Edge Computing: Neural Networks Straight from Compressed Data. CoRR.

Daniel Carlos Guimarães Pedronette, Lucas Pascotti Valem, Jurandy Almeida, Ricardo da Silva Torres (2019). Multimedia Retrieval Through Unsupervised Hypergraph-Based Manifold Ranking. IEEE Trans. Image Process..

Samuel Felipe dos Santos, Jurandy Almeida (2019). GIBIS at MediaEval 2019: Predicting Media Memorability Task. Working Notes Proceedings of the MediaEval 2019 Workshop, Sophia Antipolis, France, 27-30 October 2019.

Samuel Felipe dos Santos, Nicu Sebe, Jurandy Almeida (2019). CV-C3D: Action Recognition on Compressed Videos with Convolutional 3D Networks. 32nd SIBGRAPI Conference on Graphics, Patterns and Images, SIBGRAPI 2019, Rio de Janeiro, Brazil, October 28-30, 2019.

Alexandro Baldassin, Ying Weng, Daniel Carlos Guimarães Pedronette, Jurandy Almeida (2019). An optimized unsupervised manifold learning algorithm for manycore architectures. Inf. Sci..

Lucas Pascotti Valem, Carlos Renan De Oliveira, Daniel Carlos Guimarães Pedronette, Jurandy Almeida (2018). Unsupervised Similarity Learning through Rank Correlation and kNN Sets. ACM Trans. Multim. Comput. Commun. Appl..

Lucas Pascotti Valem, Daniel Carlos Guimarães Pedronette, Jurandy Almeida (2018). Unsupervised similarity learning through Cartesian product of ranking references. Pattern Recognit. Lett..

Ricardo Manhães Savii, Samuel Felipe dos Santos, Jurandy Almeida (2018). GIBIS at MediaEval 2018: Predicting Media Memorability Task. Working Notes Proceedings of the MediaEval 2018 Workshop, Sophia Antipolis, France, 29-31 October 2018.

Ludmila I. Kuncheva, Paria Yousefi, Jurandy Almeida (2018). Edited nearest neighbour for selecting keyframe summaries of egocentric videos. J. Vis. Commun. Image Represent..

Leonardo A. Duarte, Otávio A. B. Penatti, Jurandy Almeida (2018). Bag of Attributes for Video Event Retrieval. 31st SIBGRAPI Conference on Graphics, Patterns and Images, SIBGRAPI 2018, Paraná, Brazil, October 29 - Nov. 1, 2018.

Jurandy Almeida, Ricardo Manhães Savii (2017). GIBIS at MediaEval 2017: Predicting Media Interestingness Task. Working Notes Proceedings of the MediaEval 2017 Workshop co-located with the Conference and Labs of the Evaluation Forum (CLEF 2017), Dublin, Ireland, September 13-15, 2017.

Ludmila I. Kuncheva, Paria Yousefi, Jurandy Almeida (2017). Comparing keyframe summaries of egocentric videos: Closest-to-centroid baseline. Seventh International Conference on Image Processing Theory, Tools and Applications, IPTA 2017, Montreal, QC, Canada, November 28 - December 1, 2017.

Thiago Luiz Morais Barreto, Rafael A. S. Rosa, Christian Wimmer, João R. Moreira, Leonardo S. Bins, Jurandy Almeida, Fabio A. M. Cappabianco (2017). BMINSAR: A novel approach for InSAR phase denoising by clustering and block matching. 2017 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2017, Fort Worth, TX, USA, July 23-28, 2017.

Jurandy Almeida, Lucas Pascotti Valem, Daniel Carlos Guimarães Pedronette (2017). A Rank Aggregation Framework for Video Interestingness Prediction. Image Analysis and Processing - ICIAP 2017 - 19th International Conference, Catania, Italy, September 11-15, 2017, Proceedings, Part I.

Jurandy Almeida, Daniel C. G. Pedronette, Bruna C. Alberton, Leonor Patricia C. Morellato, Ricardo da Silva Torres (2016). Unsupervised Distance Learning for Plant Species Identification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens..

Jurandy Almeida (2016). UNIFESP at MediaEval 2016: Predicting Media Interestingness Task. Working Notes Proceedings of the MediaEval 2016 Workshop, Hilversum, The Netherlands, October 20-21, 2016.

Fábio Augusto Faria, Jurandy Almeida, Bruna Alberton, Leonor Patricia C. Morellato, Anderson Rocha, Ricardo da Silva Torres (2016). Time series-based classifier fusion for fine-grained plant species recognition. Pattern Recognit. Lett..

Guilherme B. Martins, João Paulo Papa, Jurandy Almeida (2016). Temporal-and Spatial-Driven Video Summarization Using Optimum-Path Forest. 29th SIBGRAPI Conference on Graphics, Patterns and Images, SIBGRAPI 2016, Sao Paulo, Brazil, October 4-7, 2016.

Javier A. V. Muñoz, Lin Tzy Li, Ícaro C. Dourado, Keiller Nogueira, Samuel G. Fadel, Otávio Augusto Bizetto Penatti, Jurandy Almeida, Luís A. M. Pereira, Rodrigo Tripodi Calumby, Jefersson A. dos Santos, Ricardo da Silva Torres (2016). RECOD @ Placing Task of MediaEval 2016: A Ranking Fusion Approach for Geographic-Location Prediction of Multimedia Objects. Working Notes Proceedings of the MediaEval 2016 Workshop, Hilversum, The Netherlands, October 20-21, 2016.

Cristiano D. Ferreira, Rodrigo Tripodi Calumby, Iago B. A. do C. Araujo, Ícaro C. Dourado, Javier A. V. Muñoz, Otávio Augusto Bizetto Penatti, Lin Tzy Li, Jurandy Almeida, Ricardo da Silva Torres (2016). Recod @ MediaEval 2016: Diverse Social Images Retrieval. Working Notes Proceedings of the MediaEval 2016 Workshop, Hilversum, The Netherlands, October 20-21, 2016.

Roger A. Leite, Lucas Mello Schnorr, Jurandy Almeida, Bruna Alberton, Leonor Patricia C. Morellato, Ricardo da Silva Torres, João Luiz Dihl Comba (2016). PhenoVis - A tool for visual phenological analysis of digital camera images using chronological percentage maps. Inf. Sci..

Jurandy Almeida, Jefersson A. dos Santos, Bruna Alberton, Leonor Patricia C. Morellato, Ricardo da Silva Torres (2016). Phenological visual rhythms: Compact representations for fine-grained plant species identification. Pattern Recognit. Lett..

Fábio Augusto Faria, Jurandy Almeida, Bruna Alberton, Leonor Patricia C. Morellato, Ricardo da Silva Torres (2016). Fusion of time series representations for plant recognition in phenology studies. Pattern Recognit. Lett..

Thiago Luiz Morais Barreto, Jurandy Almeida, Fabio Augusto Menocci Cappabianco (2016). Estimating accurate water levels for rivers and reservoirs by using SAR products: A multitemporal analysis. Pattern Recognit. Lett..

Thiago Luiz Morais Barreto, Rafael A. S. Rosa, Christian Wimmer, Joao B. Nogueira, Jurandy Almeida, Fabio Augusto Menocci Cappabianco (2016). Deforestation change detection using high-resolution multi-temporal X-Band SAR images and supervised learning classification. 2016 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2016, Beijing, China, July 10-15, 2016.

Thiago L. M. Barreto, Rafael A. S. Rosa, Christian Wimmer, João R. Moreira, Leonardo S. Bins, Fabio Augusto Menocci Cappabianco, Jurandy Almeida (2016). Classification of Detected Changes From Multitemporal High-Res Xband SAR Images: Intensity and Texture Descriptors From SuperPixels. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens..

Leonardo A. Duarte, Otávio Augusto Bizetto Penatti, Jurandy Almeida (2016). Bag of Genres for Video Retrieval. 29th SIBGRAPI Conference on Graphics, Patterns and Images, SIBGRAPI 2016, Sao Paulo, Brazil, October 4-7, 2016.

Leonardo A. Duarte, Otávio Augusto Bizetto Penatti, Jurandy Almeida (2016). Bag of Attributes for Video Event Retrieval. CoRR.

Daniel Carlos Guimarães Pedronette, Jurandy Almeida, Ricardo da Silva Torres (2016). A graph-based ranked-list model for unsupervised distance learning on shape retrieval. Pattern Recognit. Lett..

Guilherme B. Martins, Jurandy Almeida, João Paulo Papa (2015). Supervised Video Genre Classification Using Optimum-Path Forest. Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 20th Iberoamerican Congress, CIARP 2015, Montevideo, Uruguay, November 9-12, 2015, Proceedings.

Lin Tzy Li, Javier A. V. Muñoz, Jurandy Almeida, Rodrigo Tripodi Calumby, Otávio Augusto Bizetto Penatti, Ícaro C. Dourado, Keiller Nogueira, Pedro Ribeiro Mendes Júnior, Luís A. M. Pereira, Daniel Carlos Guimarães Pedronette, Jefersson Alex dos Santos, Marcos André Gonçalves, Ricardo da Silva Torres (2015). RECOD @ Placing Task of MediaEval 2015. Working Notes Proceedings of the MediaEval 2015 Workshop, Wurzen, Germany, September 14-15, 2015.

Rodrigo Tripodi Calumby, Iago B. A. do C. Araujo, Vinícius Pereira Santana, Javier A. V. Muñoz, Otávio Augusto Bizetto Penatti, Lin Tzy Li, Jurandy Almeida, Giovani Chiachia, Marcos André Gonçalves, Ricardo da Silva Torres (2015). Recod @ MediaEval 2015: Diverse Social Images Retrieval. Working Notes Proceedings of the MediaEval 2015 Workshop, Wurzen, Germany, September 14-15, 2015.

Sheila M. Pinto-Caceres, Jurandy Almeida, Maria Cecília Calani Baranauskas, Ricardo da Silva Torres (2015). FISIR: A Flexible Framework for Interactive Search in Image Retrieval Systems. MultiMedia Modeling - 21st International Conference, MMM 2015, Sydney, NSW, Australia, January 5-7, 2015, Proceedings, Part I.

Lucas Pascotti Valem, Daniel Carlos Guimarães Pedronette, Ricardo da Silva Torres, Edson Borin, Jurandy Almeida (2015). Effective, Efficient, and Scalable Unsupervised Distance Learning in Image Retrieval Tasks. Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, Shanghai, China, June 23-26, 2015.

Jurandy Almeida, Jefersson Alex dos Santos, Waner O. Miranda, Bruna Alberton, Leonor Patricia C. Morellato, Ricardo da Silva Torres (2015). Deriving vegetation indices for phenology analysis using genetic programming. Ecol. Informatics.

Leonardo A. Duarte, Otávio Augusto Bizetto Penatti, Jurandy Almeida (2015). Bag-of-Genres for Video Genre Retrieval. CoRR.

Bruna Alberton, Jurandy Almeida, Raimund Helm, Ricardo da Silva Torres, Annette Menzel, Leonor Patricia C. Morellato (2014). Using phenological cameras to track the green up in a cerrado savanna and its on-the-ground validation. Ecol. Informatics.

Jurandy Almeida, Daniel Carlos Guimarães Pedronette, Otávio Augusto Bizetto Penatti (2014). Unsupervised Manifold Learning for Video Genre Retrieval. Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 19th Iberoamerican Congress, CIARP 2014, Puerto Vallarta, Mexico, November 2-5, 2014. Proceedings.

Guilherme B. Martins, Luis Claudio Sugi Afonso, Daniel Osaku, Jurandy Almeida, João P. Papa (2014). Static Video Summarization through Optimum-Path Forest Clustering. Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 19th Iberoamerican Congress, CIARP 2014, Puerto Vallarta, Mexico, November 2-5, 2014. Proceedings.

Lilian Chaves Brandao dos Santos, Jurandy Almeida, Jefersson Alex dos Santos, Silvio Jamil Ferzoli Guimarães, Arnaldo de Albuquerque Araújo, Bruna Alberton, Leonor Patricia Cerdeira Morellato, Ricardo da Silva Torres (2014). Phenological Event Detection by Visual Rhythms Dissimilarity Analysis. 10th IEEE International Conference on e-Science, eScience 2014, Sao Paulo, Brazil, October 20-24, 2014.

Lin Tzy Li, Otávio Augusto Bizetto Penatti, Jurandy Almeida, Giovani Chiachia, Rodrigo Tripodi Calumby, Pedro Ribeiro Mendes Júnior, Daniel Carlos Guimarães Pedronette, Ricardo da Silva Torres (2014). Multimedia Geocoding: The RECOD 2014 Approach. Working Notes Proceedings of the MediaEval 2014 Workshop, Barcelona, Catalunya, Spain, October 16-17, 2014.

Jose C. Conti, Fábio Augusto Faria, Jurandy Almeida, Bruna Alberton, Leonor Patricia C. Morellato, Ricardo da Silva Torres (2014). Evaluation of Time Series Distance Functions in the Task of Detecting Remote Phenology Patterns. 22nd International Conference on Pattern Recognition, ICPR 2014, Stockholm, Sweden, August 24-28, 2014.

Jurandy Almeida, Jefersson Alex dos Santos, Bruna Alberton, Ricardo da Silva Torres, Leonor Patricia C. Morellato (2014). Applying machine learning based on multiscale classifiers to detect remote phenology patterns in Cerrado savanna trees. Ecol. Informatics.

Daniel Carlos Guimarães Pedronette, Jurandy Almeida, Ricardo da Silva Torres (2014). A scalable re-ranking method for content-based image retrieval. Inf. Sci..

Lin Tzy Li, Daniel Carlos Guimarães Pedronette, Jurandy Almeida, Otávio Augusto Bizetto Penatti, Rodrigo Tripodi Calumby, Ricardo da Silva Torres (2014). A rank aggregation framework for video multimodal geocoding. Multim. Tools Appl..

Jurandy Almeida, Jefersson Alex dos Santos, Bruna Alberton, Leonor Patricia C. Morellato, Ricardo da Silva Torres (2013). Visual rhythm-based time series analysis for phenology studies. IEEE International Conference on Image Processing, ICIP 2013, Melbourne, Australia, September 15-18, 2013.

Ricardo da Silva Torres, Makoto Hasegawa, Salvatore Tabbone, Jurandy Almeida, Jefersson Alex dos Santos, Bruna Alberton, Leonor Patricia C. Morellato (2013). Shape-based time series analysis for remote phenology studies. 2013 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2013, Melbourne, Australia, July 21-26, 2013.

Jurandy Almeida, Jefersson Alex dos Santos, Bruna Alberton, Leonor Patricia C. Morellato, Ricardo da Silva Torres (2013). Plant Species Identification with Phenological Visual Rhythms. 9th IEEE International Conference on eScience, eScience 2013, Beijing, China, October 22-25, 2013.

Jurandy Almeida, Neucimar J. Leite, Ricardo da Silva Torres (2013). Online video summarization on compressed domain. J. Vis. Commun. Image Represent..

Lin Tzy Li, Jurandy Almeida, Otávio Augusto Bizetto Penatti, Rodrigo Tripodi Calumby, Daniel Carlos Guimarães Pedronette, Marcos André Gonçalves, Ricardo da Silva Torres (2013). Multimodal Image Geocoding: The 2013 RECOD's Approach. Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop, Barcelona, Spain, October 18-19, 2013.

Luís A. M. Pereira, João Paulo Papa, Jurandy Almeida, Ricardo da Silva Torres, Willian Paraguassu Amorim (2013). A Multiple Labeling-Based Optimum-Path Forest for Video Content Classification. XXVI Conference on Graphics, Patterns and Images, SIBGRAPI 2013, Arequipa, Peru, August 5-8, 2013.

Jurandy Almeida, Neucimar J. Leite, Ricardo da Silva Torres (2012). VISON: VIdeo Summarization for ONline applications. Pattern Recognit. Lett..

Jurandy Almeida, Thiago Salles, Eder Ferreira Martins, Otávio Augusto Bizetto Penatti, Ricardo da Silva Torres, Marcos André Gonçalves, Jussara M. Almeida (2012). UNICAMP-UFMG at MediaEval 2012: Genre Tagging Task. Working Notes Proceedings of the MediaEval 2012 Workshop, Santa Croce in Fossabanda, Pisa, Italy, October 4-5, 2012.

Jurandy Almeida, Jefersson Alex dos Santos, Bruna Alberton, Ricardo da Silva Torres, Leonor Patricia C. Morellato (2012). Remote phenology: Applying machine learning to detect phenological patterns in a cerrado savanna. 8th IEEE International Conference on E-Science, e-Science 2012, Chicago, IL, USA, October 8-12, 2012.

Lin Tzy Li, Daniel Carlos Guimarães Pedronette, Jurandy Almeida, Otávio Augusto Bizetto Penatti, Rodrigo Tripodi Calumby, Ricardo da Silva Torres (2012). Multimedia multimodal geocoding. SIGSPATIAL 2012 International Conference on Advances in Geographic Information Systems (formerly known as GIS), SIGSPATIAL'12, Redondo Beach, CA, USA, November 7-9, 2012.

Felipe S. P. Andrade, Jurandy Almeida, Hélio Pedrini, Ricardo da Silva Torres (2012). Fusion of Local and Global Descriptors for Content-Based Image and Video Retrieval. Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 17th Iberoamerican Congress, CIARP 2012, Buenos Aires, Argentina, September 3-6, 2012. Proceedings.

Otávio Augusto Bizetto Penatti, Lin Tzy Li, Jurandy Almeida, Ricardo da Silva Torres (2012). A visual approach for video geocoding using bag-of-scenes. International Conference on Multimedia Retrieval, ICMR ‘12, Hong Kong, China, June 5-8, 2012.

Lin Tzy Li, Jurandy Almeida, Daniel Carlos Guimarães Pedronette, Otávio Augusto Bizetto Penatti, Ricardo da Silva Torres (2012). A Multimodal Approach for Video Geocoding. Working Notes Proceedings of the MediaEval 2012 Workshop, Santa Croce in Fossabanda, Pisa, Italy, October 4-5, 2012.

Nádia P. Kozievitch, Jurandy Almeida, Ricardo da Silva Torres, Neucimar J. Leite, Marcos André Gonçalves, Uma Murthy, Edward A. Fox (2011). Towards a Formal Theory for Complex Objects and Content-Based Image Retrieval. J. Inf. Data Manag..

Tiago A. Almeida, Jurandy Almeida, Akebo Yamakami (2011). Spam filtering: how the dimensionality reduction affects the accuracy of Naive Bayes classifiers. J. Internet Serv. Appl..

Nádia P. Kozievitch, Jurandy Almeida, Ricardo da Silva Torres, André Santanchè, Neucimar J. Leite (2011). Reusing a compound-based infrastructure for searching video stories. Proceedings of the IEEE International Conference on Information Reuse and Integration, IRI 2011, 3-5 August 2011, Las Vegas, Nevada, USA.

Lin Tzy Li, Jurandy Almeida, Ricardo da Silva Torres (2011). RECOD Working Notes for Placing Task MediaEval 2011. Working Notes Proceedings of the MediaEval 2011 Workshop, Santa Croce in Fossabanda, Pisa, Italy, September 1-2, 2011.

Jurandy Almeida, Neucimar J. Leite, Ricardo da Silva Torres (2011). Rapid Cut Detection on Compressed Video. Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 16th Iberoamerican Congress, CIARP 2011, Pucón, Chile, November 15-18, 2011. Proceedings.

Sheila M. Pinto-Caceres, Jurandy Almeida, Vânia Paula de Almeida Néris, Maria Cecília Calani Baranauskas, Neucimar J. Leite, Ricardo da Silva Torres (2011). Navigating Through Video Stories Using Clustering Sets. Int. J. Multim. Data Eng. Manag..

Jurandy Almeida (2011). Content-based retrieval of compressed videos.

Jurandy Almeida, Neucimar J. Leite, Ricardo da Silva Torres (2011). Comparison of video sequences with histograms of motion patterns. 18th IEEE International Conference on Image Processing, ICIP 2011, Brussels, Belgium, September 11-14, 2011.

Jurandy Almeida, Ricardo da Silva Torres, Neucimar Jerônimo Leite (2010). Rapid Video Summarization on Compressed Video. 12th IEEE International Symposium on Multimedia, ISM 2010, Taichung, Taiwan, December 13-15, 2010.

Tiago A. Almeida, Akebo Yamakami, Jurandy Almeida (2010). Probabilistic anti-spam filtering with dimensionality reduction. Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), Sierre, Switzerland, March 22-26, 2010.

Tiago A. Almeida, Akebo Yamakami, Jurandy Almeida (2010). Filtering spams using the minimum description length principle. Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), Sierre, Switzerland, March 22-26, 2010.

Jurandy Almeida, Eduardo Valle, Ricardo da Silva Torres, Neucimar Jerônimo Leite (2010). DAHC-tree: An Effective Index for Approximate Search in High-Dimensional Metric Spaces. J. Inf. Data Manag..

Jurandy Almeida, Ricardo da Silva Torres, Neucimar Jerônimo Leite (2010). BP-tree: an efficient index for similarity search in high-dimensional metric spaces. Proceedings of the 19th ACM Conference on Information and Knowledge Management, CIKM 2010, Toronto, Ontario, Canada, October 26-30, 2010.

Jurandy Almeida, Rodrigo Minetto, Tiago A. Almeida, Ricardo da Silva Torres, Neucimar Jerônimo Leite (2009). Robust Estimation of Camera Motion Using Optical Flow Models. Advances in Visual Computing, 5th International Symposium, ISVC 2009, Las Vegas, NV, USA, November 30 - December 2, 2009, Proceedings, Part I.

Tiago A. Almeida, Akebo Yamakami, Jurandy Almeida (2009). Evaluation of Approaches for Dimensionality Reduction Applied with Naive Bayes Anti-Spam Filters. International Conference on Machine Learning and Applications, ICMLA 2009, Miami Beach, Florida, USA, December 13-15, 2009.

Jurandy Almeida, Anderson Rocha, Ricardo da Silva Torres, Siome Goldenstein (2008). Making colors worth more than a thousand words. Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), Fortaleza, Ceara, Brazil, March 16-20, 2008.

Anderson Rocha, Jurandy Almeida, Mario A. Nascimento, Ricardo da Silva Torres, Siome Goldenstein (2008). Efficient and Flexible Cluster-and-Search for CBIR. Advanced Concepts for Intelligent Vision Systems, 10th International Conference, ACIVS 2008, Juan-les-Pins, France, October 20-24, 2008. Proceedings.