A. Cunha - Publications, H-index & Citations

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A. Cunha

university of tras-os-montes e alto douro

58H-index

478Paper Count

1.5WCitation Count

Published Papers 41

Publication Date

Deep Learning Meets InSAR for Infrastructure Monitoring: A Systematic Review of Models, Applications, and Challenges

Sensors

IF3.5

2026-03-03

OAAI

Miguel Fontes; Matúš Bakoň; António Cunha; Joaquim J. Sousa

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A systematic review on soil moisture estimation using remote sensing data for agricultural applications

Science of Remote Sensing

IF5.2

2025-11-04

OAAI

Ana C. Teixeira; Matus Bakon; Domingos Lopes; António Cunha; Joaquim J. Sousa

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Comparative Analysis of Transformer Architectures and Ensemble Methods for Automated Glaucoma Screening in Fundus Images from Portable Ophthalmoscopes

VISION

IF1.8

2025-11-03

OAAI

Costa, Rodrigo Otavio Cantanhede; Franca, Pedro Alexandre Ferreira; Pessoa, Alexandre Cesar Pinto; Braz Junior, Geraldo; de Almeida, Joao Dallyson Sousa; Cunha, Antonio

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Automated Crack Detection in Micro-CT Scanning for Fiber-Reinforced Concrete Using Super-Resolution and Deep Learning

Electronics 2025, Vol. 14, Page 4208

IF2.6

2025-10-30

OAAI

João Pedro Gomes de Souza; Aristófanes Corrêa Silva; Marcello Congro; Deane Roehl; Anselmo Cardoso de Paiva; Sandra Pereira; António Cunha

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Progress in applications of self-supervised learning to computer vision in agriculture: A systematic review

Computers and Electronics in Agriculture

IF8.9

2025-10-22

PREAI

Gabriel A. Carneiro; Thierry J. Aubry; António Cunha; Petia Radeva; Joaquim J. Sousa

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Optimising Active Learning with a Decreasing-Budget-Based Strategy: A Medical Application Case Study

APPLIED SCIENCES-BASEL

IF2.5

2025-09-18

OAAI

Garcia Gonzalez, Dibet; Leite, Maria Ines; Magalhaes, Luis; Cunha, Antonio

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Efficient 3D convolutional neural networks for Sentinel-2 land cover classification with limited ground truth data

European Journal of Remote Sensing

IF3.7

2025-06-04

OAAI

Gabriel A. Carneiro; Jan Svoboda; António Cunha; Joaquim J. Sousa; Přemysl Štych

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Advancing Grapevine Variety Identification: A Systematic Review of Deep Learning and Machine Learning Approaches

AGRIENGINEERING

IF3

2024-12-16

OAAI

Carneiro, Gabriel A.; Cunha, Antonio; Aubry, Thierry J.; Sousa, Joaquim

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Chestnut Burr Segmentation for Yield Estimation Using UAV-Based Imagery and Deep Learning

DRONES

IF4.8

2024-10-01

OAAI

Carneiro, Gabriel A.; Santos, Joaquim; Sousa, Joaquim J.; Cunha, Antonio; Padua, Luis

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Safety profile of ZnO active packaging PBAT based biomaterial for food packaging. First tier evaluation

FOOD CONTROL

IF6.3

2024-07-01

OAAI

Singh, Srishti; Pereira, Joel; Guerreiro, Patricia; Selbourne, Ceu; Paula, Cidalia; Cunha, Antonio; Sousa, Clara; Pocas, Fatima

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Enhancing EfficientNetv2 with global and efficient channel attention mechanisms for accurate MRI-Based brain tumor classification

CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS

IF4.1

2024-05-20

OAAI

Pacal, Ishak; Celik, Omer; Bayram, Bilal; Cunha, Antonio

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Systematic review on weapon detection in surveillance footage through deep learning

COMPUTER SCIENCE REVIEW

IF12.7

2024-02-01

PREAI

Santos, Tomas; Oliveira, Helder; Cunha, Antonio

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Multiple Instance Learning in Medical Images: A Systematic Review

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Barbosa, Dalila; Ferreira, Marcos; Braz Junior, Geraldo; Salgado, Marta; Cunha, Antonio

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Enhancing Image Annotation With Object Tracking and Image Retrieval: A Systematic Review

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Fernandes, Rodrigo; Pessoa, Alexandre; Salgado, Marta; de Paiva, Anselmo; Pacal, Ishak; Cunha, Antonio

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Application of Example-Based Explainable Artificial Intelligence (XAI) for Analysis and Interpretation of Medical Imaging: A Systematic Review

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Fontes, Miguel; de Almeida, Joao Dallyson Sousa; Cunha, Antonio

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Deep Learning Models for the Classification of Crops in Aerial Imagery: A Review

AGRICULTURE-BASEL

IF3.6

2023-04-27

OAAI

Teixeira, Igor; Morais, Raul; Sousa, Joaquim J.; Cunha, Antonio

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Lung CT image synthesis using GANs

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2023-04-01

PREAI

Mendes, Jose; Pereira, Tania; Silva, Francisco; Frade, Julieta; Morgado, Joana; Freitas, Claudia; Negrao, Eduardo; de Lima, Beatriz Flor; da Silva, Miguel Correia; Madureira, Antonio J.; Ramos, Isabel; Costa, Jose Luis; Hespanhol, Venceslau; Cunha, Antonio; Oliveira, Helder P.

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Side effects of European eco schemes and agri-environment-climate measures on endangered species conservation: Clues from a case study in mountain vineyard landscapes

ECOLOGICAL INDICATORS

IF7.4

2023-04-01

OAAI

Santos, Mario; Garces, Catarina; Ferreira, Ana; Carvalho, Diogo; Travassos, Paulo; Bastos, Rita; Cunha, Antonio; Cabecinha, Edna; Santos, Joao; Cabral, Joao Alexandre

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A Systematic Review on Automatic Insect Detection Using Deep Learning

AGRICULTURE-BASEL

IF3.6

2023-03-19

OAAI

Teixeira, Ana Claudia; Ribeiro, Jose; Morais, Raul; Sousa, Joaquim J.; Cunha, Antonio

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Generative Adversarial Networks for Augmenting Endoscopy Image Datasets of Stomach Precancerous Lesions: A Review

IEEE ACCESS

IF3.6

2023-01-01

OAAI

Magalhaes, Bruno; Neto, Alexandre; Cunha, Antonio

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Research Directions