Publications

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Journals

  1. LAROCA, R. ; BARROSO, V. ; DINIZ, M. A. ; GONCALVES, G. R. ; SCHWARTZ, W. R. ; MENOTTI, D. . Convolutional neural networks for automatic meter reading. JOURNAL OF ELECTRONIC IMAGING, v. 28, p. 1, 2019.
  2. Lopes Silva, Pedro ; Luz, Eduardo ; Moreira, G. J. P. ; Moraes, Lauro ; MENOTTI, D. . ChimericalDataset Creation Protocol Based on Doddington Zoo: A Biometric Application with Face, Eye, and ECG. SENSORS, v. 19, p. 2968, 2019.
  3. DE ALBUQUERQUE, VICTOR HUGO C. ; NUNES, THIAGO M. ; PEREIRA, DANILLO R. ; LUZ, EDUARDO JOSÉ DA S. ; Menotti, David ; PAPA, JOÃO P. ; TAVARES, JOÃO MANUEL R. S. . Robust automated cardiac arrhythmia detection in ECG beat signals. NEURAL COMPUTING & APPLICATIONS (INTERNET), v. 29, p. 679-693, 2018.
  4. Da Silva Luz, Eduardo Jose ; Moreira, G. J. P. ; Oliveira, Luiz S. ; Schwartz, William Robson ; MENOTTI, D. . Learning Deep Off-the-Person Heart Biometrics Representations. IEEE Transactions on Information Forensics and Security, v. 13, p. 1258-1270, 2018.
  5. CESCHIN, F. ; PINAGE, F. A. ; CASTILHO, M. A. ; MENOTTI, D. ; OLIVEIRA, L. E. S. ; GREGIO, A. R. A. . The Need for Speed: An Analysis of Brazilian Malware Classifers. IEEE SECURITY & PRIVACY, v. 16, p. 31-41, 2018.
  6. Luz, Eduardo ; Moreira, G. J. P. ; Zanlorensi Junior, Luiz Antonio ; MENOTTI, D. . Deep periocular representation aiming video surveillance. PATTERN RECOGNITION LETTERS, v. 114, p. 2-12, 2018.
  7. LUZ, E. ; MERSCHMANN, L. H. C. ; MENOTTI, D. ; MOREIRA, G. J. P. . Evaluating a hierarchical approach for heartbeat classification from ECG. International Journal of Bioinformatics Research and Applications (Online), v. 13, p. 146-160, 2017.
  8. FURLANETO, D. C. ; OLIVEIRA, L. E. S. ; MENOTTI, D. ; CAVALCANTI, G. D. C. . Bias effect on predicting market trends with EMD. EXPERT SYSTEMS WITH APPLICATIONS, v. 1, p. 19-26, 2017.
  9. GARCIA, G. C. ; MOREIRA, G. J. P. ; MENOTTI, D. ; LUZ, E. J. S. . Inter-Patient ECG Heartbeat Classification with Temporal VCG Optimized by PSO. Scientific Reports, v. 7, p. 1-11, 2017.
  10. LUZ, EDUARDO JOSÉ DA S. ; SCHWARTZ, WILLIAM ROBSON ; CÁMARA-CHÁVEZ, GUILLERMO ; Menotti, David . ECG-based heartbeat classification for arrhythmia detection: A survey. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, v. 127, p. 144-164, 2016.
  11. GONCALVES, G. R. ; PEIXOTO, S. P. G. S. ; MENOTTI, D. ; SCHWARTZ, W. R. . Benchmark for license plate character segmentation. Journal of Electronic Imaging (Print), v. 25, p. 05303-1-05303-12, 2016.
  12. MOREIRA, GLADSTON J. P. ; PAQUETE, LUÍS ; DUCZMAL, LUIZ H. ; MENOTTI, D. ; TAKAHASHI, R. H. C. . Multi-objective dynamic programming for spatial cluster detection. Environmental and Ecological Statistics, v. 22, p. 369-391, 2015.
  13. MENOTTI, D. ; CHIACHIA, G. ; PINTO, A. ; SCHWARTZ, W. R. ; PEDRINI, H. ; FALCÃO, A. X. ; ROCHA, A. . Deep Representations for Iris, Face, and Fingerprint Spoofing Detection. IEEE Transactions on Information Forensics and Security, v. 10, p. 864-879, 2015.
  14. LUZ, EDUARDO JOSÉ DA S. ; Menotti, David ; SCHWARTZ, WILLIAM ROBSON . Evaluating the Use of ECG Signal in Low Frequencies as a Biometry. Expert Systems with Applications, v. 41, p. 2309, 2014.
  15. ESPIRIDIAO, L. V. B. ; FERREIRA, A. A. ; LAENDER, A. H. F. ; GONÇALVES, M. A. ; MENOTTI, D. ; TAVARES, A. I. ; ASSIS, G. T. . Reducing Fragmentation in Incremental Author Name Disambiguation. Journal of Information and Data Management – JIDM, v. 5, p. 293-307, 2014.
  16. LUZ, E. J. S. ; NUNES, T. M. ; ALBUQUERQUE, V. H. C. ; PAPA, J. P. ; Menotti, David . ECG arrhythmia classification based on optimum-path forest. Expert Systems with Applications, v. 40, p. 3561-3573, 2013.
  17. SANTOS, A. B. ; ARAÚJO, A. de A. ; MENOTTI, D. . Combining Multiple Classification Methods for Hyperspectral Data Interpretation. IEEE J-STARS, v. 6, p. 1-10, 2013.
  18. LARA, D. S. D. ; FARIA, A.W.C. ; ARAÚJO, A. de A. ; MENOTTI, D. . A Novel Hybrid Method for the Segmentation of the Coronary Artery Tree in 2d Angiograms. International Journal of Computer Science and Information Technology (Print), v. 5, p. 45-65, 2013.
  19. PRATES, R. F. C. ; CAMARA-CHAVEZ, G. ; SCHWARTZ, W. R. ; MENOTTI, D. . Brazilian License Plate Detection Using Histogram of Oriented Gradients and Sliding Windows. International Journal of Computer Science and Information Technology (Print), v. 5, p. 39-52, 2013.
  20. FARIA, A.W.C. ; MENOTTI, D. ; PAPPA, G. L. ; LARA, D. S. D. ; ARAUJO, A. de A. . A methodology for photometric validation in vehicles visual interactive systems. Expert Systems with Applications, v. 39, p. 4122-4134, 2012.
  21. MENOTTI, D. ; NAJMAN, L. ; FACON, J. ; ARAÚJO, A. de A. . Fast Hue-Preserving Histogram Equalization Methods For Color Image Contrast Enhancement. International Journal of Computer Science and Information Technology (Print), v. 4, p. 243-259, 2012.
  22. NAZARE-JR, A.C. ; MENOTTI, D. ; NEVES, J.M.R. ; SEDIYAMA, T. . Quantificando Automaticamente a Área Foliar Danificada da Soja por meio de Imagens Digitais. Revista Eletrônica de Iniciação Científica, v. 10, p. 1-18, 2010.
  23. FARIA, A.W.C. ; MENOTTI, D. ; LARA, D. S. D. ; ARAUJO, A. de A. . Uma Metodologia para Validação Fotométrica em Sistemas Interativos Visuais Baseada em Inteligência Computacional. Learning and Nonlinear Models, v. 7, p. 47-53, 2009.
  24. MENOTTI, D. ; BORGES, D. L. . Segmentatin of Envelopes and Address Block Location by Salient Features and Hypothesis Testing. INFOCOMP (UFLA. Impresso), v. 6, p. 66-79, 2007.
  25. MENOTTI, D. ; NAJMAN, L. ; FACON, J. ; ARAUJO, A. de A. . . IEEE Transactions on Consumer Electronics, v. 53, p. 1186-1194, 2007.

Conference Papers 

  1. FERRARI DE OLIVEIRA, LUCAS ; PEREIRA, FERNANDO; Menotti, David; A 3D Lung Nodule Candidate Detection by Grouping DCNN 2D Candidates. In: 14th International Conference on Computer Vision Theory and Applications, 2019, Prague. Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, 2019. p. 537-8.
  2. VALIATI, GUSTAVO R. ; Menotti, David . Detecting Pedestrians with YOLOv3 and Semantic Segmentation Infusion. In: 2019 International Conference on Systems, Signals and Image Processing (IWSSIP), 2019, Osijek. 2019 International Conference on Systems, Signals and Image Processing (IWSSIP), 2019. p. 95-6.
  3. LUCIO, D. R. ; LAROCA, R. ; ZANLORENSI JUNIOR, L. A. ; MOREIRA, G. J. P. ; MENOTTI, D. . Simultaneous Iris and Periocular Region Detection Using Coarse Annotations. In: Conference on Graphics, Patterns and Images (SIBGRAPI), 2019, Rio de Janeiro. SIBGRAPI 2019, 2019. p. 1-7.
  4. GONCALVES, G. R. ; DINIZ, M. A. ; LAROCA, R. ; MENOTTI, D. ; SCHWARTZ, W. R. . Multi-Task Learning for Low-Resolution License Plate Recognition. In: 24th Iberoamerican Congress on Pattern Recognition, 2019. CIARP 2019, 2019.
  5. SEVERO, EVAIR ; LAROCA, RAYSON ; BEZERRA, CIDES S. ; ZANLORENSI, LUIZ A. ; WEINGAERTNER, DANIEL ; MOREIRA, GLADSTON ; Menotti, David . A Benchmark for Iris Location and a Deep Learning Detector Evaluation. In: 2018 International Joint Conference on Neural Networks (IJCNN), 2018, Rio de Janeiro. 2018 International Joint Conference on Neural Networks (IJCNN), 2018. p. 1.
  6. SILVA, PEDRO H. ; Luz, Eduardo ; ZANLORENSI, LUIZ A. ; Menotti, David ; MOREIRA, GLADSTON . Multimodal Feature Level Fusion based on Particle Swarm Optimization with Deep Transfer Learning. In: 2018 IEEE Congress on Evolutionary Computation (CEC), 2018, Rio de Janeiro. 2018 IEEE Congress on Evolutionary Computation (CEC), 2018. p. 1.
  7. LAROCA, RAYSON ; SEVERO, EVAIR ; ZANLORENSI, LUIZ A. ; Oliveira, Luiz S. ; GONCALVES, GABRIEL RESENDE ; SCHWARTZ, WILLIAM ROBSON ; Menotti, David . A Robust Real-Time Automatic License Plate Recognition Based on the YOLO Detector. In: 2018 International Joint Conference on Neural Networks (IJCNN), 2018, Rio de Janeiro. 2018 International Joint Conference on Neural Networks (IJCNN), 2018. p. 1.
  8. S. BEZERRA, CIDES ; LAROCA, RAYSON ; R. LUCIO, DIEGO ; SEVERO, EVAIR ; F. OLIVEIRA, LUCAS ; BRITTO, ALCEU S. ; Menotti, David . Robust Iris Segmentation Based on Fully Convolutional Networks and Generative Adversarial Networks. In: 2018 31st SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI), 2018, Paraná. 2018 31st SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI), 2018. p. 281-8.
  9. ZANLORENSI, LUIZ A. ; Luz, Eduardo ; LAROCA, RAYSON ; BRITTO, ALCEU S. ; Oliveira, Luiz S. ; Menotti, David . The Impact of Preprocessing on Deep Representations for Iris Recognition on Unconstrained Environments. In: 2018 31st SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI), 2018, Paraná. 2018 31st SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI), 2018. p. 289.
  10. RESENDE GONCALVES, GABRIEL ; ALVES DINIZ, MATHEUS ; LAROCA, RAYSON ; Menotti, David ; ROBSON SCHWARTZ, WILLIAM . Real-Time Automatic License Plate Recognition through Deep Multi-Task Networks. In: 2018 31st SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI), 2018, Paraná. 2018 31st SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI), 2018. p. 110-8.
  11. VALIATI, G. ; MENOTTI, D. . A Preliminary Evaluation of Pedestrian Detection on Real-World Video Surveillance. In: The 22nd Int’l Conf on Image Processing, Computer Vision, & Pattern Recognition, 2018, Las Vegas. IPCV, 2018. p. 1-7.
  12. LUCIO, DIEGO R. ; LAROCA, RAYSON ; SEVERO, EVAIR ; BRITTO, ALCEU S. ; Menotti, David . Fully Convolutional Networks and Generative Adversarial Networks Applied to Sclera Segmentation. In: 2018 IEEE 9th International Conference on Biometrics Theory, Applications and Systems (BTAS), 2018, Redondo Beach. 2018 IEEE 9th International Conference on Biometrics Theory, Applications and Systems (BTAS), 2018. p. 1-7.
  13. SILVA, P. H. L. ; LUZ, E. J. S. ; WANNER, E. F. ; Menotti, David ; MOREIRA, G. J. P. . QRS Detection in ECG Signal with Convolutional Network. In: The 23rd Iberoamerican Congress on Pattern Recognition (CIARP), 2018, Madri. CIARP, 2018. p. 1-8.
  14. MOREIRA, THIERRY PINHEIRO ; Menotti, David ; PEDRINI, HELIO . First-person action recognition through Visual Rhythm texture description. In: ICASSP 2017 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2017, New Orleans. 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2017. p. 2627-2630.
  15. DE SOUZA, BRUNO MIGUEL NOGUEIRA ; FACON, JACQUES ; Menotti, David . Colorness index strategy for pixel fire segmentation. In: 2017 International Joint Conference on Neural Networks (IJCNN), 2017, Anchorage. 2017 International Joint Conference on Neural Networks (IJCNN), 2017. p. 1057.
  16. 16.PEIXOTO, S. P. G. S. ; GONCALVES, G. R. ; BIANCHI, A. G. C. ; BRITTO JR, A. S. ; SCHWARTZ, W. R. ; MENOTTI, D. . Noisy Character Recognition using Deep Convolutional Neural Networks. In: 22nd Iberoamerican Conference on Pattern Recognition, 2017, Valparaiso, Chile. 2017 Iberoamerican Conference on Pattern Recognition (CIARP), 2017. p. 1-8.
  17. SANTOS, A. B. ; ARAÚJO, A. de A. ; SCHWARTZ, W. R. ; MENOTTI, D. . Combination techniques for hyperspectral image interpretation. In: International Geoscience & Remote Sensing Symposium (IGARSS 2017), 2017, Forth Worth, Texas, USA. IGARSS 2017, 2017. p. 1-4.
  18. BAETA, RAFAEL ; NOGUEIRA, KEILLER ; Menotti, David ; DOS SANTOS, JEFERSSON A. . Learning Deep Features on Multiple Scales for Coffee Crop Recognition. In: 2017 30th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI), 2017, Niteroi. 2017 30th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI), 2017. p. 262-8.
  19. SEVERO, E. B. ; MENOTTI, D. . A Comparison of Texture and Shape Descriptors for Iris Location based on a Sliding Window Approach. In: XIII Workshop de Visão Computacional (WVC 2017), 2017, Natal, RN. WVC 2017, 2017. p. 1-6.
  20. BEZERRA, C. ; MENOTTI, D. . Fully Convolutional Neural Network for Occular Iris Semantic Segmentation. In: XIII Workshop de Visão Computacional (WVC 2017), 2017, Natal, RN. WVC 2017, 2017. p. 1-6.
  21. CESCHIN, F. ; GREGIO, A. R. A. ; MENOTTI D. ; CASTILHO, M. A. . Avaliação da Eficácia de Classificadores de Malware ao Longo do Tempo.. In: Workshop de Forense Computacional do SBSeg 2017, 2017, Brasilia / DF. Anais do XVII SBSeg, 2017. p. 1-10.
  22. MOREIRA, GLADSTON ; LUZ, EDUARDO ; Menotti, David . Optimizing acceptance frontier using PSO and GA for multiple signature iris recognition. In: 2016 IEEE Congress on Evolutionary Computation (CEC), 2016, Vancouver. 2016 IEEE Congress on Evolutionary Computation (CEC). p. 4592.
  23. GARCIA, GABRIEL ; MOREIRA, GLADSTON ; LUZ, EDUARDO ; Menotti, David . Improving automatic cardiac arrhythmia classification: Joining temporal-VCG, complex networks and SVM classifier. In: 2016 International Joint Conference on Neural Networks (IJCNN), 2016, Vancouver. 2016 International Joint Conference on Neural Networks (IJCNN). p. 3896.
  24. GONCALVES, GABRIEL RESENDE ; Menotti, David ; SCHWARTZ, WILLIAM ROBSON . License plate recognition based on temporal redundancy. In: 2016 IEEE 19th International Conference on Intelligent Transportation Systems (ITSC), 2016, Rio de Janeiro. 2016 IEEE 19th International Conference on Intelligent Transportation Systems (ITSC). p. 2577.
  25. TINÔCO, S. L. J. L. ; MENOTTI, D. ; dos SANTOS, J. A. ; MOREIRA, G. J. P. . A Multi-Objective Approach for Building Hyperspectral Remote Sensed Image Classifier Combiners. In: 8th International Conference on Evolutionary Multi-Criterion Optimization, 2015, Guimarães, Portugal. EMO’2015, 2015. p. 1-12.
  26. SILVA, P. H. L. ; LUZ, E. ; CARREIRA, R. M. P. C. B. ; PEDRINI, H. ; FALCÃO, A. X. ; MENOTTI, D. . An Approach to Iris Contact Lens Detection based on Deep Image Representations. In: 2015 28th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI), 2015, Salvador, BA. SIBGRAPI, 2015. v. 1. p. 1-8.
  27. SANTOS, A. B. ; ARAÚJO, A. de A. ; SCHWARTZ, W. R. ; MENOTTI, D. . Hyperspectral Image Interpretation based on Partial Least Squares. In: IEEE International Conference on Image Processing, 2015, Quebec CIty. ICIP, 2015. p. 1-5.
  28. COELHO, B. N. ; GUARDA, A. ; FARIA, G. L. ; MENOTTI, D. . Automatic Vickers Microhardness Measurement based on Image Analysis. In: The 19th International Conference on Image Processing, Computer Vision, & Pattern Recognition (IPCV), 2015, Las Vegas. IPCV, 2015. p. 1-7.
  29. QUEIROZ, V. ; LUZ, E. ; MOREIRA, G. J. P. ; GUARDA, A. ; MENOTTI, D. . Automatic Cardiac Arrhythmia Detection and Classification using Vectorcardiograms and Complex Networks. In: The 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS), 2015, Milano. EMBC 2015, 2015. p. 1-4.
  30. SANTANA, D. A. ; FARIA, G. L. ; MOREIRA, G. J. P. ; MENOTTI, D. . Average Grain Size Estimation on Metallic Materials using Image Analysis. In: XI Workshop de Visão Computacional, 2015, São Carlos, SP. WVC 2015, 2015. p. 1-6.
  31. PEIXOTO, S. P. G. S. ; SILVA, P. H. L. ; GUARDA, A. ; LUZ, E. J. S. ; MENOTTI, D. . Combining Wavelets and 2D Gabor Descriptors for Iris Recognition in Noncooperative Environments. In: XI Workshop de Visão Computacional, 2015, São Carlos, SP. WVC 2015, 2015. p. 1-6.
  32. PEIXOTO, S. P. G. S. ; CAMARA-CHAVEZ, G. ; GONCALVES, G. R. ; SCHWARTZ, W. R. ; MENOTTI, D. . Brazilian License Plate Character Recognition using Deep Learning. In: XI Workshop de Visão Computacional, 2015, São Carlos, SP. WVC 2015, 2015. p. 1-6.
  33. MOREIRA, T. ; ALCANTARA, M. ; PEDRINI, H. ; MENOTTI, D. . Fast and Accurate Gesture Recognition Based on Motion Shapes. In: XX Iberoamerican Congress on Pattern Recognition, 2015, Montevidéo, Uruguai. CIARP 2015, 2015.
  34. MENOTTI, D. ; NAJMAN, L. ; ARAÚJO, A. de A. . Efficient Polynomial Implementation of Several Multithresholding Methods for Gray-Level Image Segmentation. In: XX Iberoamerican Congress on Pattern Recognition, 2015, Montevidéo, Uruguai. CIARP 2015, 2015. p. 1-8.
  35. LUZ, E. ; MENOTTI, D. . Denoising Autoencoder for Iris Recognition in Noncooperative Environments. In: XX Iberoamerican Congress on Pattern Recognition, 2015, Montevidéo, Uruguai. CIARP 2015, 2015. p. 1-8.
  36. MOREIRA, G. J. P. ; DUARTE, A. R. ; MENOTTI, D. . Um Algoritmo Enxame de Partículas Binário para Detecção de Clusters Irregulares. In: Congresso Brasileiro de Inteligência Artificial, 2015, Curitiba. CBIC 2015, 2015. p. 1-6.
  37. FARIA, A. W. C. ; MENOTTI, D. ; LEMOS, A. P. ; BRAGA, A. P. . A New Approach for Multiple Instance Learning based on a Homogeneity Bag Operator. In: The 22th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, 2014, Bruges. ESANN 2014, 2014. v. 1. p. 65-70.
  38. ALMEIDA, S. S. ; NAZARE-JR, A.C. ; ARAÚJO, A. de A. ; CAMARA-CHAVEZ, G. ; MENOTTI, D. . Speeding up a Video Summarization Approach using GPUs and Multicore CPUs. In: The International Conference on Computational Science, 2014, Cairns. ICCS 2014, 2014. p. 1-12.
  39. MELO, VICTOR HUGO CUNHA DE ; LEAO, SAMIR ; MENOTTI, D. ; SCHWARTZ, WILLIAM ROBSON . An Optimized Sliding Window Approach to Pedestrian Detection. In: 2014 22nd International Conference on Pattern Recognition (ICPR), 2014, Stockholm. 2014 22nd International Conference on Pattern Recognition. v. 1. p. 4346-4351.
  40. MENOTTI, D. ; CHIACHIA, G. ; FALCAO, A. X. ; NETO, V. J. OLIVEIRA . Vehicle License Plate Recognition With Random Convolutional Networks. In: 2014 27th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI), 2014, Brazil. 2014 27th SIBGRAPI Conference on Graphics, Patterns and Images. p. 298-303.
  41. PRATES, R. F. C. ; CAMARA-CHAVEZ, G. ; SCHWARTZ, W. R. ; MENOTTI, D. . An Adaptive Vehicle License Plate Detection at Higher Matching Degree. In: XIX Iberoamerican Congress on Pattern Recognition, 2014, Pueto Vallarta. CIARP 2014, 2014. v. 1. p. 1-8.
  42. ALMEIDA, S. S. ; CAYLLAHUA-CAHUINA, E. J. Y. ; ARAÚJO, A. de A. ; CAMARA-CHAVEZ, G. ; MENOTTI, D. . GPUs and Multicore CPUs Implementations of a Static Video Summarization. In: XIX Iberoamerican Congress on Pattern Recognition, 2014, Pueto Vallarta. CIARP 2014, 2014. p. 1-8.
  43. TINOCO, S. L. J. L. ; SANTOS, H. G. ; MENOTTI, D. ; SANTOS, A. B. ; dos SANTOS, J. A. . Ensemble of classifiers for remote sensed hyperspectral land cover analysis: An approach based on Linear Programming and Weighted Linear Combination. In: IGARSS 2013 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013, Melbourne. 2013 IEEE International Geoscience and Remote Sensing Symposium – IGARSS. v. 1. p. 4082.
  44. DE MELO, VICTOR HUGO CUNHA ; LEAO, SAMIR ; CAMPOS, MARIO ; Menotti, David ; SCHWARTZ, WILLIAM ROBSON . Fast pedestrian detection based on a partial least squares cascade. In: 2013 20th IEEE International Conference on Image Processing (ICIP), 2013, Melbourne. 2013 IEEE International Conference on Image Processing. v. 1. p. 4146-5.
  45. CERNA, L. R. ; CAMARA-CHAVEZ, G. ; MENOTTI, D. . Face Detection: Histogram of Oriented Gradients and Bag of Feature Method. In: The 2013 International Conference on Image Processing, Computer Vision, and Pattern Recognition, 2013, Las Vegas, Nevada. IPCV, 2013.
  46. SILVA, M. A. A. ; CAMARA-CHAVEZ, G. ; MENOTTI, D. . Photo-Sketch Recognition: Eigentransformation Method. In: The 2013 International Conference on Image Processing, Computer Vision, and Pattern Recognition, 2013, Las Vegas, Nevada. IPCV, 2013.
  47. SANTOS, A. B. ; ARAÚJO, A. de A. ; MENOTTI, D. . Combiner of classifiers using Genetic Algorithm for classification of remote sensed hyperspectral images. In: IGARSS 2012 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012, Munich. 2012 IEEE International Geoscience and Remote Sensing Symposium. p. 4146-4149.
  48. SANTOS, A. B. ; CELES, C. S. F. de S. ; MENOTTI, D. . Feature Selection for Classification of Remote Sensed Hyperspectral Images: A Filter approach using Genetic Algorithm and Cluster Validity. In: The 2012 International Conference on Image Processing, Computer Vision, and Pattern Recognition, 2012, Las Vegas, Nevada. IPCV’12, 2012. p. 675-681.
  49. CAYLLAHUA-CAHUINA, E. J. Y. ; CAMARA-CHAVEZ, G. ; MENOTTI, D. . A Static Video Summarization Approach With Automatic Shot Detection Using Color Histograms. In: The 2012 International Conference on Image Processing, Computer Vision, and Pattern Recognition, 2012, Las Vegas, Nevada. IPCV’12, 2012. p. 92-98.
  50. OTINIANO-RODRIGUÉZ, K. C. ; CAMARA-CHAVEZ, G. ; MENOTTI, D. . Hu and Zernike Moments for Sign Language Recognition. In: The 2012 International Conference on Image Processing, Computer Vision, and Pattern Recognition, 2012, Las Vegas, Nevada. IPCV’12, 2012. p. 918-922.
  51. SILVA, W. R. ; MENOTTI, D. . Classification of Mammograms by the Breast Composition. In: The 2012 International Conference on Image Processing, Computer Vision, and Pattern Recognition, 2012, Las Vegas, Nevada. IPCV’12, 2012. p. 58-63.
  52. OLIVEIRA NETO, V. J. ; CAMARA-CHAVEZ, G. ; MENOTTI, D. . Towards License Plate Recognition: Comparying Moving Objects Segmentation Approaches. In: The 2012 International Conference on Image Processing, Computer Vision, and Pattern Recognition, 2012, Las Vegas, Nevada. IPCV’12, 2012. p. 447-453.
  53. TINÔCO, S. L. J. L. ; CAMARA-CHAVEZ, G. ; MENOTTI, D. . A Hybrid Approach for Remote Sensed Hyperspectral Images Classification. In: The 2012 International Conference on Image Processing, Computer Vision, and Pattern Recognition, 2012, Las Vegas, Nevada. IPCV’12, 2012. p. 738-743.
  54. SOUSA JÚNIOR, S. F. ; ARAUJO, A. de A. ; MENOTTI, D. . An Overview of Automatic Event Detection in Soccer Matches. In: IEEE Workshop on Applications of Computer Vision (WACV 2011), 2011, Kona, Hawaii. WACV 2011, 2011.
  55. LUZ, E. ; MENOTTI, D. . An X-ray on Methods Aiming at Arrhthmia Classification in ECG signals. In: International Conference on Bioinformatics and Computational Biology, 2011, Las Vegas, Nevada. BIOCOMP 2011, 2011. p. 1-6.
  56. SOUZA, T. L. G. ; MAPA, E. S. ; SANTOS, K. ; MENOTTI, D. . Application of Complex Networks for Automatic Classification of Damaging Agents in Soybean Leaflets. In: IEEE International Conference on Image Processing, 2011, Bruxelas. ICIP 2011, 2011. p. 1065-1068.
  57. MENDES-JR, P.R. ; NEVES, J.M.R. ; TAVARES, A. I. ; MENOTTI, D. . Towards an Automatic Vehicle Access Control System: License Plate Location. In: IEEE International Conference on Systems, Man, and Cybernetics, 2011, Anchorage, Alasca. SMC 2011, 2011. p. 2916-2921.
  58. LUZ, E. ; MENOTTI, D. . How the Choice of Samples for Building Arrhythmia Classifiers Impact Their Performances. In: 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011, Boston. EMBC 2011, 2011. p. 4988-4991.
  59. FARIA, A.W.C. ; MENOTTI, D. ; LARA, D. S. D. ; PAPPA, G. L. ; ARAUJO, A. de A. . A New Methodology for Photometric Validation in Vehicles Visual Interactive Systems. In: Computational Intelligence and Image Analysis – 25th Symposium On Applied Computing, 2010, Sierre. CIIA-SAC 2010, 2010. v. 2-3. p. 948-953.
  60. NAZARE-JR, A.C. ; MENOTTI, D. ; NEVES, J.M.R. . Automatic Detection of the Damaged Leaf Area in Digital Images of Soybean. In: 17th International Conference on Systems, Signals and Image Processing, 2010, Rio de Janeiro. IWSSIP 2010, 2010. p. 1-4.
  61. RIBAS, S. ; COELHO, I.M. ; SOUZA, M. J. F. ; MENOTTI, D. . Parallel Iterated Local Search aplicado ao planejamento operacional de lavra. In: XLI Simpósio Brasileiro de Pesquisa Operacional, 2009, Porto Seguro (BA). SBPO 2009, 2009. v. 1. p. 1-12.
  62. LARA, D. S. D. ; MENOTTI, D. ; FARIA, A.W.C. ; ARAUJO, A. de A. . A Semi-Automatic Method for Segmentation of the Coronary Artery Tree from Angiography. In: XXII Brazilian Symposium on Computer Graphics and Image Processing (Sibgrapi 2009), 2009, Rio de Janeiro. SIBGRAPI 2009, 2009. p. 194-201.
  63. NAZARE-JR, A.C. ; MENOTTI, D. ; NEVES, J.M.R. . Detecção da Área Foliar Danificada de Soja. In: 7o. Congresso Brasileiro de Agroinformática, 2009, Viçosa. SBIAGRO 2009, 2009. p. 1-5.
  64. PAPPA, G. L. ; TALBOT, H. ; MENOTTI, D. ; MEIGNAN, M. . Towards Automated Lymphoma Prognosis based on PET Images. In: IEEE International Workshop on Machine Learning for Signal Processing, 2008, Cancún. MLSP 2008, 2008. p. 1-6.
  65. MENOTTI, D. ; NAJMAN, L. ; ARAUJO, A. de A. ; FACON, J. . A Fast Hue-Preserving Histogram Equalization Method for Color Image Enhancement using a Bayesian Framework. In: 14th International Conference on Systems, Signals and Image Processing (IWSSIP 2007), 2007, Maribor. IWSSIP 2007, 2007. p. 433-436.
  66. MENOTTI, D. ; NAJMAN, L. ; ARAUJO, A. de A. . 1D Component Tree in Linear Time and Space and its Application to Gray-Level Image Multithresholding. In: 8th International Symposium on Mathematical Morphology (ISMM 2007), 2007, Rio de Janeiro. ISMM 2007, 2007. p. 437-448.
  67. MENOTTI, D. ; MELO, A. P. ; ARAUJO, A. de A. ; FACON, J. ; SGARBI, E. M. . Color Image Enhancement through 2D Histogram Equalization. In: 13th International Conference on Systems, Signals and Image Processing (IWSSIP 2006), 2006, Budapest, Hungary. IWSSIP 2006, 2006. p. 235-238.
  68. FACON, J. ; MENOTTI, D. ; ARAUJO, A. de A. . Lacunarity as a texture measure for Address Block Segmentation. In: X Iberoamerican Congress on Pattern Recognition (CIARP 2005), 2005, Havana, Cuba. Lecture Notes in Computer Science (LNCS), 2005. v. 3773. p. 112-119.
  69. MENOTTI, D. ; BORGES, D. L. ; ARAUJO, A. de A. . Statistical Hypothesis Testing and Wavelet Features for Region Segmentation. In: X Iberoamerican Congress on Pattern Recognition (CIARP 2005), 2005, Havana, Cuba. Lecture Notes in Computer Science (LNCS). Havana, Cuba: Springer, 2005. v. 3773. p. 671-678.
  70. BORGES, D. L. ; MENOTTI, D. ; BRITTO JR, A. S. . Outdoor Scene Interpretation using Vision for Applications in Driving Automation. In: 13th International Workshop on Robotics in Alpe-Adria-Danube Region (RAAD 2004), 2004, Brno. RAAD 2004. Heiselberg: Springer-Verlag, 2004. p. 1-6.
  71. MENOTTI, D. ; BORGES, D. L. ; BRITTO JR, A. S. . Classificação e Segmentação de Cenas de Rodovias: uma abordagem que combina características Wavelet de alta e baixa frequência. In: I Workshop de Ciências da Computação e Sistemas da Informação da Região Sul (WORKCOMP-SUL 2004), 2004, Florianópolis. WORKCOMP-SUL 2004, 2004. p. 1-12.
  72. EITERER, L. F. M. ; FACON, J. ; MENOTTI, D. . Postal Envelope Address Block Location by Fractal-Based Approach. In: XVII Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2004), 2004, Curitiba – PR – Brazil. SIBGRAPI 2004. Los Alamitos – CA – EUA: IEEE Computer Society Press, 2003, 2004. p. 1-8.
  73. MENOTTI, D. ; BORGES, D. L. ; FACON, J. ; BRITTO JR, A. S. . Segmentation of Postal Envelopes for Address Block Location: an approach based on feature selection in wavelet space. In: 7th International Conference on Document Analisys and Recognition (ICDAR 2003), 2003, Edinburgo. ICDAR 2003. Los Alamitos – CA – EUA: IEEE Computer Socitey Press, 2003. v. 1. p. 699-703.
  74. MENOTTI, D. ; BORGES, D. L. ; BRITTO JR, A. S. . Salient Features and Hypothesis Testing: Evaluating a novel approach for segmentation and address block location. In: Document Image Analysis and Retrieval Workshop (DIAR-CVPR 2003), 2003, Madison. DIAR 2003 (part of CVPR 2003). Los Alamitos – CA – EUA: IEEE Computer Socitey Press, 2003. v. 1. p. 41-48.