Jukka Heikkonen

SEDA: Similarity-Enhanced Data Augmentation for Imbalanced Learning (2024)

International Conference on Pattern Recognition, Lecture Notes in Computer Science

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

(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa)

Pose estimation of sow and piglets during free farrowing using deep learning (2024)

Journal of agriculture and food research

Farahnakian Fahimeh, Farahnakian Farshad, Björkman Stefan, Bloch Victor, Pastell Matti, Heikkonen Jukka

(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )

Enhancing Peatland Classification using Sentinel-1 and Sentinel-2 Fusion with Encoder-Decoder Architecture (2024)

International Conference on Information Fusion

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

(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa)

Intelligent Traffic Light Solution for Green and Sustainable Smart City (2023)

Mediterranean Conference on Embedded Computing (MECO), Mediterranean Conference on Embedded Computing

Jafari Omid, Kolosov Stanislav, Vo Nhan, Magar Asmita Thapa, Heikkonen Jukka, Kanth Rajeev

(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))

Enhancing Minerals Prospects Mapping with Machine Learning: Addressing Imbalanced Geophysical Datasets and Data Visualization Approaches (2023)

Conference of Open Innovations Association FRUCT, Proceedings of Conference of Open Innovations Association FRUCT

Nidhi Dipak Kumar, Seppä Iiro, Farahnakian Fahimeh, Zelioli Luca, Heikkonen Jukka, Kanth Rajeev

(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))

Hybrid Capsule Network for Hyperspectral Image Unmixing and Classification (2023)

International Conference on Advances in Computing Research, Lecture notes in networks and systems

Giri Ravi, Pant Dibakar Raj, Heikkonen Jukka, Kanth Rajeev

(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))

Real-Time Military Tank Detection Using YOLOv5 Implemented on Raspberry Pi (2023)

International Conference on Artificial Intelligence, Robotics and Control

Jafarzadeh Pouya, Zelioli Luca, Farahnakian Fahimeh, Nevalainen Paavo, Heikkonen Jukka, Hemminki Petteri, Andersson Christian

(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa)

A Comprehensive Study of Clustering-Based Techniques for Detecting Abnormal Vessel Behavior (2023)

Remote Sensing

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

(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )

Ice-Water Segmentation Using Deep Convolutional Neural Network-Based Fusion Approach (2023)

International Conference on Automation and Computing (ICAC)

Sheikh Javad, Farahnakian Fahimeh, Farahnakian Farshad, Heikkonen Jukka

(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))

Sea Ice Concentration Estimation Via Fusion of Sentinel-1 and AMSR2 Based on Encoder-Decoder Architecture (2023)

IEEE International Conference on Intelligent Transportation Systems, Proceedings of the IEEE international conference on intelligent transportation systems

Sheikh Javad, Farahnakian Fahimeh, Farahnakian Farshad, Heikkonen Jukka

(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))

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SEDA: Similarity-Enhanced Data Augmentation for Imbalanced Learning (2024)

Pose estimation of sow and piglets during free farrowing using deep learning (2024)

Enhancing Peatland Classification using Sentinel-1 and Sentinel-2 Fusion with Encoder-Decoder Architecture (2024)

Intelligent Traffic Light Solution for Green and Sustainable Smart City (2023)

Enhancing Minerals Prospects Mapping with Machine Learning: Addressing Imbalanced Geophysical Datasets and Data Visualization Approaches (2023)

Hybrid Capsule Network for Hyperspectral Image Unmixing and Classification (2023)

Real-Time Military Tank Detection Using YOLOv5 Implemented on Raspberry Pi (2023)

A Comprehensive Study of Clustering-Based Techniques for Detecting Abnormal Vessel Behavior (2023)

Ice-Water Segmentation Using Deep Convolutional Neural Network-Based Fusion Approach (2023)

Sea Ice Concentration Estimation Via Fusion of Sentinel-1 and AMSR2 Based on Encoder-Decoder Architecture (2023)