Publications

ResearchGate

Research in machine learning, computer vision, music emotion recognition, and privacy-preserving systems.

2026

Journal

MERGE: A Bimodal Audio-Lyrics Dataset For Static Music Emotion Recognition

P. L. Louro, H. Redinho, T. F. R. Ribeiro, R. Santos, R. Malheiro, R. Panda, R. P. Paiva

IEEE Transactions on Affective Computing · January 2026

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2025

Journal

Comparative study of retinex algorithms and deep models for underwater image enhancement

T. F. R. Ribeiro, J. Areia, B. Reis, J. N. Franco, F. Silva, R. L. C. Costa

Signal, Image and Video Processing

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Conference

BEE-MER: Bimodal Embeddings Ensemble for Music Emotion Recognition

P. Louro, T. F. R. Ribeiro, R. Malheiro, R. Panda, R. P. Paiva

Sound and Music Computing Conference 2025

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Chapter

Evaluating Service-based Privacy-Protection for Augmented Reality Applications

M. Alves, T. F. R. Ribeiro, L. Santos, A. Marto, A. Gonçalves, C. Rabadão, R. L. C. Costa

Springer

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2024

Journal

Modelling forest fire dynamics using conditional variational autoencoders

T. F. R. Ribeiro, F. Silva, R. L. C. Costa

Information Systems Frontiers

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Journal

GPT and Interpolation-based Data Augmentation for Multiclass Intrusion Detection

F. S. Melícias, T. F. R. Ribeiro, C. Rabadão, L. Santos, R. L. C. Costa

IEEE Access

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Conference

SafeARUnity: Real-Time Image Processing to Enhance Privacy Protection in LBARGs

T. F. R. Ribeiro, A. Marto, A. Gonçalves, L. Santos, C. Rabadão, R. L. C. Costa

VJ 2024

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Conference

Moving Region Representations on the Spread of a Forest Fire

H. M. da Silva, T. F. R. Ribeiro, R. L. C. Costa, J. Moreira

CIKM 2024

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Poster · Best Poster Award

Image Processing for Privacy Enhancement in Location-Based AR Games

T. F. R. Ribeiro, A. Marto, A. Gonçalves, L. Santos, C. Rabadão, R. L. C. Costa

ICGI 2024

2023

Journal

Burned area semantic segmentation: A novel dataset and evaluation using convolutional networks

T. F. R. Ribeiro, F. Silva, J. Moreira, R. L. C. Costa

ISPRS Journal of Photogrammetry and Remote Sensing

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Conference

Reconstructing Spatiotemporal Data with C-VAEs

T. F. R. Ribeiro, F. Silva, R. L. C. Costa

ADBIS 2023

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Dataset

BurnedAreaUAV Dataset (v1.1)

T. F. R. Ribeiro, F. Silva, J. Moreira, R. L. C. Costa

Zenodo

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Poster · Best Poster Award

From Fire to Data: Capturing Wildfire Dynamics with Semantic Segmentation

T. F. R. Ribeiro, J. Moreira, R. L. C. Costa

MIT Portugal Annual Conference 2023 · Climate Science