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Monteiro, Fernando Jorge Coutinho
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Affiliation
Publications
selected publications
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academic article
- Angle Assessment for Upper Limb Rehabilitation: A Novel Light Detection and Ranging (LiDAR)-Based Approach. Sensors. 2024
- Towards a comprehensive evaluation of ultrasound speckle reduction. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8814. 2014
- Comparison of alternative models to predict lean meat percentage of lamb carcasses 2011
- Optic disc detection by earth mover's distance template matching 2011
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book
- An ant colony optimization algorithm to solve the minimum cost network flow problem with concave cost functions 2011
- Hybrid framework to image segmentation. Ed. 5864 LNCS. 2009
- Region and graph-based motion segmentation. Ed. 5112 LNCS. 2008
- Performance evaluation of image segmentation. Ed. 4141 LNCS. 2006
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chapter
- Assessing the Reliability of AI-Based Angle Detection for Shoulder and Elbow Rehabilitation 2024
- SmartHealth : A Robotic Control Software for Upper Limb Rehabilitation. 667-676. 2022
- Is Diabetic Retinopathy Grading Biased by Imbalanced Datasets?. 51-64. 2022
- Overview of robotic based system for rehabilitation and healthcare. 20-530. 2021
- Deep Learning Recognition of a Large Number of Pollen Grain Types. 27-27. 2021
- Ultrasound Speckle Noise Reduction by Radio-Frequency Data Filtering. Lecture Notes in Computational Vision and Biomechanics. 41-48. 2019
- Interactive/automated method to count bacterial colonies. 556-577. 2016
- Tracking red blood cells flowing through a microchannel with a hyperbolic contraction: an automatic method. 105-119. 2015
- Performance evaluation of image segmentation. Lecture Notes in Computer Science. 248-259. 2006
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conference paper
- Deep learning techniques applied to skin lesion classification 2023
- An Evaluation of Image Preprocessing in Skin Lesions Detection 2023
- Assessing the Reliability of Angle Detection in Rehabilitation by Applying AI-based Approach for Shoulder and Elbow Movements 2023
- Diabetic Retinopathy Grading using Blended Deep Learning. Procedia Computer Science. 1097-1104. 2023
- Deep learning techniques applied to skin lesion classification: a review. 106-111. 2022
- Is diabetic retinopathy grading biased by imbalanced datasets? 2022
- Pollen grain recognition through deep learning convolutional neural networks. AIP Conference Proceedings. 140001. 2022
- Towards Precise Recognition of Pollen Bearing Bees by Convolutional Neural Networks. 217-226. 2021
- The Role of Background Colour in Pollen Recognition Task using CNN. 8-8. 2021
- Textural quality attributes of gluten-free batter and bread as affected by hydrocolloids 2019
- Effect of xanthan gum on physicochemical and textural properties of gluten-free batter and bread. 204-209. 2018
- Speckle noise reduction in medical ultrasound RF raw images. 49-51. 2018
- Textural quality attributes of gluten-free batter and bread as affected by hydrocolloids. 59-60. 2018
- Automatic cattle identification using graph matching based on local invariant features. Lecture Notes in Computer Science. 792-800. 2016
- Beef quality evaluation system. 14-14. 2015
- Cattle identification based in biometric features of the muzzle. 34-35. 2015
- Identificação de gado bovino através de imagens biométricas do focinho. 52-52. 2015
- Interactive/automated method to count bacterial colonies. 22-23. 2015
- Speckle ultrasound image filtering: Performance analysis and comparison. 65-70. 2014
- Visualization of red blood cells flowing through a PDMS microchannel with a microstenosis: An image analysis assessment. 369-374. 2014
- Diagnostic performance of thermograms and mammograms for breast cancer detection 2013
- Erythrocytes tracking through a microchannel using an automatic method of image analysis 2013
- Brain segmentation in head CT images. 434-437. 2012
- Distance measures for image segmentation evaluation. 794-797. 2012
- Image segmentation by graph partitioning. 802-805. 2012
- Monitoring feet temperature using thermography. 189-191. 2012
- Optic disc detection in retinal images by pattern distance minimization. 356-359. 2012
- Optic disc detection using ant colony optimization. 798-801. 2012
- Mathematical model of feet temperature. 787-790. 2011
- Monitoring feet temperature using thermography 2011
- Determination of the cell-free layer in circular PDMS microchannels 2010
- Region-based clustering for lung segmentation in low-dose CT images. 2061-2064. 2010
- Watershed framework to region-based image segmentation. Proceedings - International Conference on Pattern Recognition. 1-4. 2008
- Image segmentation using region merging combined with a multi-class spectral method. 69-72. 2007
- Spectral methods in image segmentation: A combined approach. Lecture Notes in Computer Science. 191-198. 2005
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document
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journal article
- Robot-Assisted Rehabilitation Architecture Supported by a Distributed Data Acquisition System. Sensors. 9532. 2022
- Physicochemical and textural quality attributes of gluten-free bread formulated with guar gum. European Food Research and Technology. 2019
- Combined effect of xanthan gum and water content on physicochemical and textural properties of gluten-free batter and bread. Food Research International. 544-555. 2018
- Automatic tracking and deformation measurements of red blood cells flowing through a microchannel with a microstenosis: the keyhole model. COMPUTER METHODS IN BIOMECHANICS AND BIOMEDICAL ENGINEERING-IMAGING AND VISUALIZATION. 229-237. 2016
- Performance analysis of speckle ultrasound image filtering. COMPUTER METHODS IN BIOMECHANICS AND BIOMEDICAL ENGINEERING-IMAGING AND VISUALIZATION. 2016
- Comparison of alternative models to predict lean meat percentage of lamb carcasses. 2402-2406. 2011
- Optic disc detection by earth mover's distance template matching. International Journal of Biological, Veterinary, Agricultural and Food Engineering. 1254-1258. 2011
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thesis
- Interface humano-computador com identificação de gestos da mão 2021
- Estágio no Hospital Garcia de Orta 2017
- Segmentação, crescimento e seguimento de células Escherichia coli em imagens microscópicas 2017
- Identificação biométrica de gado bovino a partir de imagens do focinho 2015
- Identificação de estruturas retinianas para a deteção de retinopatia diabética 2015
- Interactive/automated method to count bacterial colonies 2015
- Seguimento de células e cálculo da sua deformação em microcanais: um método automático 2013
- Termografia como meio de diagnóstico complementar da mamografia 2013
- Deteção de estruturas retinianas no diagnóstico da retinopatia diabética 2012
- Filtragem de ruído speckle em imagens clínicas de ecografia 2012
- Segmentação de imagens médicas visando a construção de modelos médicos 2012
- Modelação matemática da variação da temperatura no pé 2011
- Region-based spatial and temporal image segmentation 2008
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full name
- Fernando Jorge Coutinho Monteiro