Farshad Farahnakian

According to our database, Farshad Farahnakian authored at least 9 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

GeoFusion: A hybrid convolutional neural network-transformer model for boreal peatland classification.

Fahimeh Farahnakian, Luca Zelioli, Farshad Farahnakian, Maarit Middleton, Javad Sheikh, Jukka Heikkonen

Eng. Appl. Artif. Intell., 2026

2024

SEDA: Similarity-Enhanced Data Augmentation for Imbalanced Learning.

Javad Sheikh, Farshad Farahnakian, Fahimeh Farahnakian, Luca Zelioli, Jukka Heikkonen

Proceedings of the Pattern Recognition - 27th International Conference, 2024

Multi-modal Fusion of LiDAR and PRISMA Data for Cobalt Mapping: A Case Study from the Áramo Mine, Spain.

Fahimeh Farahnakian, Farshad Farahnakian, Javad Sheikh, Steven Downey, Vaughan Williams, Jukka Heikkonen

Proceedings of the Pattern Recognition. ICPR 2024 International Workshops and Challenges, 2024

Enhancing Peatland Classification using Sentinel-1 and Sentinel-2 Fusion with Encoder-Decoder Architecture.

Luca Zelioli, Fahimeh Farahnakian, Farshad Farahnakian, Maarit Middleton, Jukka Heikkonen

Proceedings of the 27th International Conference on Information Fusion, 2024

AI-ARC Baltic Demo: Detecting Illegal Activities at Sea.

Pontus Svenson, Anders Holst, Anders Wallberg, Paavo Nevalainen, Farshad Farahnakian, Alfonso Álamo, Vincenzo Germinara, Daniel Schweizer, Matthis Leicht, Mathias Anneken, Adrian H. Hoppe, Aristeidis Karalis, Ashraf Labib, María Eugénia Beltrán, Liss Hernández, Petteri Partanen, Minna Markkanen

Proceedings of the 27th International Conference on Information Fusion, 2024

2023

A Comprehensive Study of Clustering-Based Techniques for Detecting Abnormal Vessel Behavior.

Farshad Farahnakian, Florent Nicolas, Fahimeh Farahnakian, Paavo Nevalainen, Javad Sheikh, Jukka Heikkonen, Csaba Raduly-Baka

Remote. Sens., March, 2023

Sea Ice Concentration Estimation Via Fusion of Sentinel-1 and AMSR2 Based on Encoder-Decoder Architecture.

Javad Sheikh, Fahimeh Farahnakian, Farshad Farahnakian, Jukka Heikkonen

Proceedings of the 26th IEEE International Conference on Intelligent Transportation Systems, 2023

Ice-Water Segmentation Using Deep Convolutional Neural Network-Based Fusion Approach.

Javad Sheikh, Fahimeh Farahnakian, Farshad Farahnakian, Jukka Heikkonen

Proceedings of the 28th International Conference on Automation and Computing, 2023

Short and Long Term Vessel Movement Prediction for Maritime Traffic.

Farshad Farahnakian, Fahimeh Farahnakian, Javad Sheikh, Paavo Nevalainen, Jukka Heikkonen

Proceedings of the Critical Information Infrastructures Security, 2023