Adel Hafiane

Université d'Orléans — France

Agricultural and Biological Sciences · Life Sciences

29h-index3.3kcitations128works0.52yr avg
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Research Topics

Smart Agriculture and AI(27), Image Retrieval and Classification Techniques(23), Medical Image Segmentation Techniques(22), Remote Sensing in Agriculture(17), Advanced Image and Video Retrieval Techniques(16)

Publications128 total

Deep Learning for Spatio-Temporal Fusion in Land Surface Temperature Estimation: A Comprehensive Survey, Experimental Analysis, and Future Trends
Remote Sensing·2026Open Access
Self-supervised Structured Object Representation Learning
Lecture notes in computer science·2026
Enhancing knowledge retention for continual learning with domain-specific adapters and features gating
Applied Intelligence·2025
Deep semi-supervised approach based on consistency regularization and similarity learning for weeds classification
arXiv (Cornell University)·2025Open Access
Fuzzy Aggregation-Based Deep Learning Ensemble for Enhanced Tomato Leaf Disease Classification
International Journal of Uncertainty Fuzziness and Knowledge-Based Systems·2025· 1 cited
FuseTen: A Generative Model for Daily 10 m Land Surface Temperature Estimation From Spatio-Temporal Satellite Observations
2025
WGAST: Weakly-Supervised Generative Network for Daily 10 m Land Surface Temperature Estimation via Spatio-Temporal Fusion
arXiv (Cornell University)·2025Open Access
FuseTen: A Generative Model for Daily 10 m Land Surface Temperature Estimation from Spatio-Temporal Satellite Observations
arXiv (Cornell University)·2025Open Access
Decentralized federated learning using validation loss for model sharing in crop disease classification
Ecological Informatics·2025Open Access
Loss-Guided Model Sharing and Local Learning Correction in Decentralized Federated Learning for Crop Disease Classification
arXiv (Cornell University)·2025Open Access
Enhancing knowledge retention for continual learning with domain-specific adapters and features gating
arXiv (Cornell University)·2025Open Access
Enhancing DeepLabV3+ to Fuse Aerial and Satellite Images for Semantic Segmentation
arXiv (Cornell University)·2025Open Access
Symbolic data analysis-based few-shot learning for offline handwritten signature verification
International Journal of Biometrics·2025· 1 cited
Loss-Guided Model Sharing  and Local Learning Correction  in Decentralized Federated Learning for Crop Disease Classification
SSRN Electronic Journal·2025· 1 citedOpen Access
Deep Learning for Spatio-Temporal Fusion in Land Surface Temperature Estimation: A Comprehensive Survey, Experimental Analysis, and Future Trends
arXiv (Cornell University)·2024Open Access
Symbolic data analysis-based few-shot learning for offline handwritten signature verification
International Journal of Biometrics·2024
Enhancing DeepLabV3+ for aerial image semantic segmentation using weighted upsampling
2024· 1 cited
Image-text crisis tweet categorization:a caption-based approach
Proceedings of the ... International ISCRAM Conference·2024Open Access
M-CATNAT: A Multimodal dataset to analyze French tweets during natural disasters
Proceedings of the ... International ISCRAM Conference·2024Open Access
A weakly supervised end-to-end framework for semantic segmentation of cancerous area in whole slide image
Pattern Analysis and Applications·2024· 4 cited
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Frequent Co-authors

Raphaël Canals(14), Kannappan Palaniappan(11), Guna Seetharaman(8), Pierre Vieyres(7), Alain Delbos(7), Mamadou Dian Bah(6), Bertrand Zavidovique(5), Filiz Bunyak(5), Hélène Laurent(5), Maryam Ouhami(3), Khaled Chetehouna(3), Oussama Hadjerci(3), Mohammad Alkhatib(3), Le Trung Thanh(3), Karim Abed‐Meraim(3), Nguyen Linh Trung(3), Mohamed Kerkech(2), Youssef Es-Saady(2), Mohamed El Hajji(2), Eric Dericquebourg(2)