| 2025 | SMC | LA-GMF-Based Framework for Transparent Alzheimer's Diagnosis. | Giullia B. A Maranho, Carlos A. B. Mello |
| 2023 | DocEng | Using YOLO Network for Automatic Processing of Finite Automata Images with Application to Bit-Strings Recognition. | Daniela S. Costa, Carlos A. B. Mello |
| 2021 | DocEng | A comparative study on methods and tools for handwritten mathematical expression recognition. | Daniela S. Costa, Carlos A. B. Mello, Marcelo d'Amorim |
| 2020 | ICSE | Visual sketching: from image sketches to code. | Marcelo d'Amorim, Rui Abreu, Carlos A. B. Mello |
| 2020 | ISVC | Improvements on the Superpixel Hierarchy Algorithm with Applications to Image Segmentation and Saliency Detection. | Marcos J. C. E. Azevedo, Carlos A. B. Mello |
| 2020 | SMC | Enhancement of Weakly Illuminated Images Using CNN and Retinex Theory. | Daniela S. Costa, Carlos A. B. Mello |
| 2019 | IJCNN | On the Influence of the Color Model for Image Boundary Detection Algorithms based on Convolutional Neural Networks. | Tiago J. dos Santos, Carlos A. B. Mello, Cleber Zanchettin, Thiago V. M. de Souza |
| 2018 | IJCNN | A Pitch Extraction System Based on Laryngeal Mechanisms Classification. | Everton B. Lacerda, Carlos A. B. Mello |
| 2017 | KES | Automatic classification of laryngeal mechanisms in singing based on the audio signal. | Everton B. Lacerda, Carlos A. B. Mello |
| 2016 | ICIP | Visual search guided by an efficient top-down attention approach. | Rafael G. Mesquita, Carlos A. B. Mello, P. L. Castilho |
| 2016 | KES | Objective Video Quality Assessment Based on Neural Networks. | Diego P. A. Menor, Carlos A. B. Mello, Cleber Zanchettin |
| 2015 | IJCNN | Text segmentation in ancient topographic maps and floor plans with support vector data description. | S. C. S. Machado, Carlos A. B. Mello |
| 2015 | SMC | Reference-Free Speech Quality Assessment for Mobile Phones Based on Audio Perception. | Carlos A. B. Mello, Renato Q. Albuquerque |
| 2014 | ICFHR | Binarization of Degraded Document Images Based on Combination of Contrast Images. | A. W. A. Arruda, Carlos A. B. Mello |
| 2014 | ICIP | Topological stacking grayscale thinning for edge detection and real-time applications. | Diogo C. Costa, Carlos A. B. Mello |
| 2014 | SMC | Text segmentation in vintage floor plans and maps using visual perception. | Carlos A. B. Mello, S. C. S. Machado |
| 2014 | SMC | Speech description through MINERS: Model Invariant to Noise and Environment Robust for Speech. | Hesdras O. Viana, Carlos A. B. Mello |
| 2013 | ICDAR | Degraded Digit Restoration Based on Physical Forces. | Alberto N. G. Lopes Filho, Carlos A. B. Mello |
| 2013 | ICDAR | Binarization of Color Historical Document Images Using Local Image Equalization and XDoG. | Edward Roe, Carlos A. B. Mello |
| 2013 | SMC | Boundary Detection Based on Chromatic Color Difference and Morphological Texture Suppression. | Diogo C. Costa, Carlos A. B. Mello, T. J. dos Santos |
| 2013 | SMC | Shoreline Segmentation as a Proxy to Coastal Erosion Detection. | Carlos A. B. Mello, T. J. dos Santos, H. R. Medeiros, P. S. Pereira |
| 2013 | SMC | Segmentation of Natural Scenes Based on Visual Attention and Gestalt Grouping Laws. | Rafael G. Mesquita, Carlos A. B. Mello |
| 2013 | SMC | Finding Text in Natural Scenes by Visual Attention. | Rafael G. Mesquita, Carlos A. B. Mello |
| 2012 | SMC | Speech and phoneme segmentation under noisy environment through spectrogram image analysis. | Diogo C. Costa, G. A. M. Lopes, Carlos A. B. Mello, Hesdras O. Viana |
| 2012 | SMC | A novel method for reconstructing degraded digits. | Alberto N. G. Lopes Filho, Carlos A. B. Mello |
| 2012 | SMC | Automatic image segmentation of old topographic maps and floor plans. | Carlos A. B. Mello, Diogo C. Costa, T. J. dos Santos |
| 2012 | SMC | A new algorithm for breast segmentation in digital mammographic images. | Carlos A. B. Mello, T. G. Tenorio |
| 2012 | SMC | Automatic system for restoring old color postcards. | Edward Roe, Carlos A. B. Mello |
| 2011 | CAIP | Multiple Line Skew Estimation of Handwritten Images of Documents Based on a Visual Perception Approach. | Carlos A. B. Mello, ngel Snchez, George D. C. Cavalcanti |
| 2011 | ICTAI | Segmentation of Touching Handwritten Digits Using Self-Organizing Maps. | Everton B. Lacerda, Carlos A. B. Mello |
| 2011 | SMC | DifFocus: An approach for image segmentation. | Diogo C. Costa, Ing Ren Tsang, Carlos A. B. Mello |
| 2011 | SMC | A SVM based off-line handwritten digit recognizer. | Renata F. P. Neves, Alberto N. G. Lopes Filho, Carlos A. B. Mello, Cleber Zanchettin |
| 2011 | SMC | A local thresholding algorithm for images of handwritten historical documents. | Renata F. P. Neves, Carlos A. B. Mello |
| 2011 | SMC | A Multi-Layer Perceptron approach to threshold documents with complex background. | Juliano C. B. Rabelo, Cleber Zanchettin, Carlos A. B. Mello, Byron L. D. Bezerra |
| 2010 | SMC | Segmentation of images of stained papers based on distance perception. | Carlos A. B. Mello |
| 2010 | SAC | Filtering the shadows from poorly illuminated photos. | Carlos A. B. Mello |
| 2009 | SMC | A Filtering Algorithm for Highly Noisy Images of Brazilian ATM Bank Checks. | Carlos A. B. Mello, Byron L. D. Bezerra, Afonso Ferreira, Juliano C. B. Rabelo |
| 2009 | SMC | Simulating Inertial and Centripetal Forces for Segmentation of Overlapped Handwritten Digits. | Carlos A. B. Mello, Edward Roe |
| 2008 | DocEng | Segmentation of overlapping cursive handwritten digits. | Carlos A. B. Mello, Edward Roe, Everton B. Lacerda |
| 2008 | ICTAI | Handwritten Digit Segmentation in Images of Historical Documents with One-Class Classifiers. | V. M. O. Alves, Adriano L. I. Oliveira, E. R. Silva Jr., Carlos A. B. Mello |
| 2008 | SMC | A new algorithm to threshold the courtesy amount of Brazilian bank checks. | Renata F. P. Neves, Carlos A. B. Mello, Mara S. Silva, Byron L. D. Bezerra |
| 2007 | CIARP | An Algorithm for Foreground-Background Separation in Low Quality Patrimonial Document Images. | Carlos A. B. Mello |
| 2007 | DocEng | A new Tsallis entropy-based thresholding algorithm for images of historical documents. | Carlos A. B. Mello |
| 2007 | ICDAR | An Efficient Thresholding Algorithm for Brazilian Bank Checks. | Carlos A. B. Mello, Byron L. D. Bezerra, Cleber Zanchettin, V. Macrio |
| 2007 | ICTAI | Based on Color Quantization by Genetic Algorithms. | Carmelo J. A. Bastos Filho, Carlos A. B. Mello, Jlio Dantas Andrade, Davi M. A. Falco, Marlia P. Lima, Wellington P. dos Santos, Adriano L. I. Oliveira |
| 2007 | SMC | Tsallis entropy-based thresholding algorithm for images of historical documents. | Carlos A. B. Mello, Luciana A. Schuler |
| 2005 | CIARP | Image Thresholding of Historical Documents Using Entropy and ROC Curves. | Carlos A. B. Mello, Antnio H. M. Costa |
| 2005 | ICASSP | Generating True Color Paper Textures of Historical Documents. | Claudio S. V. C. Cavalcanti, Carlos A. B. Mello, Milena P. S. Rodrigues |
| 2005 | SBAC-PAD | A Time Petri Net-Based Approach for Software Synthesis Considering Overheads. | Raimundo S. Barreto, Eduardo Tavares, Paulo Romero Martins Maciel, Meuse N. Oliveira Jr., Leonardo Amorim, Ricardo Massa Ferreira Lima, Cesar Carvalho, Carlos A. B. Mello |
| 2004 | MMM | Synthesis of Images of Historical Documents for Web Visualization. | Carlos A. B. Mello |
| 2002 | DocEng | Generation of images of historical documents by composition. | Carlos A. B. Mello, Rafael Dueire Lins |
| 2000 | ICASSP | Generating paper texture of historical documents using statistical moments. | Carlos A. B. Mello, Rafael Dueire Lins |