Ivan Kitanovski

According to our database, Ivan Kitanovski authored at least 28 papers between 2011 and 2024.

Collaborative distances:

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

2024

U-Net Ensemble for Enhanced Semantic Segmentation in Remote Sensing Imagery.

Ivica Dimitrovski, Vlatko Spasev, Suzana Loshkovska, Ivan Kitanovski

Remote. Sens., June, 2024

In-Domain Self-Supervised Learning Improves Remote Sensing Image Scene Classification.

Ivica Dimitrovski, Ivan Kitanovski, Nikola Simidjievski, Dragi Kocev

IEEE Geosci. Remote. Sens. Lett., 2024

Semantic Segmentation of Unmanned Aerial Vehicle Remote Sensing Images using SegFormer.

Vlatko Spasev, Ivica Dimitrovski, Ivan Chorbev, Ivan Kitanovski

CoRR, 2024

Deep Multimodal Fusion for Semantic Segmentation of Remote Sensing Earth Observation Data.

Ivica Dimitrovski, Vlatko Spasev, Ivan Kitanovski

CoRR, 2024

2023

AiTLAS: Artificial Intelligence Toolbox for Earth Observation.

Ivica Dimitrovski, Ivan Kitanovski, Pance Panov, Ana Kostovska, Nikola Simidjievski, Dragi Kocev

Remote. Sens., May, 2023

In-Domain Self-Supervised Learning Can Lead to Improvements in Remote Sensing Image Classification.

Ivica Dimitrovski, Ivan Kitanovski, Nikola Simidjievski, Dragi Kocev

CoRR, 2023

Semantic Segmentation of Remote Sensing Images: Definition, Methods, Datasets and Applications.

Vlatko Spasev, Ivica Dimitrovski, Ivan Kitanovski, Ivan Chorbev

Proceedings of the ICT Innovations 2023. Learning: Humans, Theory, Machines, and Data, 2023

A Multi-Modality Approach to Medical Case Retrieval for Alzheimer's Disease.

Katarina Trojachanec Dineva, Ivan Kitanovski, Ivica Dimitrovski, Suzana Loshkovska, Alzheimer's Disease Neuroimaging Initiative

Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies, 2023

2022

Current Trends in Deep Learning for Earth Observation: An Open-source Benchmark Arena for Image Classification.

Ivica Dimitrovski, Ivan Kitanovski, Dragi Kocev, Nikola Simidjievski

CoRR, 2022

AiTLAS: Artificial Intelligence Toolbox for Earth Observation.

Ivica Dimitrovski, Ivan Kitanovski, Pance Panov, Nikola Simidjievski, Dragi Kocev

CoRR, 2022

Crop Type Prediction Across Countries and Years: Slovenia, Denmark and the Netherlands.

Elena Merdjanovska, Ivan Kitanovski, Ziga Kokalj, Ivica Dimitrovski, Dragi Kocev

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Combining Static and Dynamic Features to Improve Longitudinal Image Retrieval for Alzheimer's Disease.

Katarina Trojachanec Dineva, Ivan Kitanovski, Ivica Dimitrovski, Suzana Loshkovska

Proceedings of the ICT Innovations 2022. Reshaping the Future Towards a New Normal, 2022

2020

FairSearch: A Tool For Fairness in Ranked Search Results.

Meike Zehlike, Tom Sühr, Carlos Castillo, Ivan Kitanovski

Proceedings of the Companion of The 2020 Web Conference 2020, 2020

2018

Longitudinal Brain MRI Retrieval for Alzheimer's Disease Using Different Temporal Information.

Katarina Trojachanec, Ivan Kitanovski, Ivica Dimitrovski, Suzana Loshkovska

IEEE Access, 2018

2017

Multimodal medical image retrieval system.

Ivan Kitanovski, Gjorgji Strezoski, Ivica Dimitrovski, Gjorgji Madjarov, Suzana Loskovska

Multim. Tools Appl., 2017

Image Retrieval for Alzheimer's Disease Based on Brain Atrophy Pattern.

Katarina Trojacanec, Slobodan Kalajdziski, Ivan Kitanovski, Ivica Dimitrovski, Suzana Loshkovska

Proceedings of the ICT Innovations 2017, 2017

2016

Improving Medical Cases Retrieval Using an Online Fact Database.

Ivan Kitanovski, Katarina Trojacanec, Ivica Dimitrovski, Suzana Loshkovska

Proceedings of the ICT Innovations 2016, 2016

2015

Improved medical image modality classification using a combination of visual and textual features.

Ivica Dimitrovski, Dragi Kocev, Ivan Kitanovski, Suzana Loskovska, Saso Dzeroski

Comput. Medical Imaging Graph., 2015

Medical Image Retrieval for Alzheimer's Disease Using Data from Multiple Time Points.

Katarina Trojacanec, Ivan Kitanovski, Ivica Dimitrovski, Suzana Loshkovska

Proceedings of the ICT Innovations 2015, 2015

Medical Image Retrieval for Alzheimer's Disease Using Structural MRI Measures.

Katarina Trojacanec, Ivan Kitanovski, Ivica Dimitrovski, Suzana Loshkovska

Proceedings of the Biomedical Engineering Systems and Technologies, 2015

Content Based Retrieval of MRI Based on Brain Structure Changes in Alzheimer's Disease.

Katarina Trojacanec, Ivan Kitanovski, Ivica Dimitrovski, Suzana Loshkovska

Proceedings of the BIOIMAGING 2015, 2015

2014

New Representation of Information Extracted from MRI Volumes Applied to Alzheimer's Disease.

Katarina Trojacanec, Ivan Kitanovski, Ivica Dimitrovski, Suzana Loshkovska

Proceedings of the ICT Innovations 2014, 2014

Medical Image Retrieval Using Multimodal Data.

Ivan Kitanovski, Ivica Dimitrovski, Gjorgji Madjarov, Suzana Loskovska

Proceedings of the Discovery Science - 17th International Conference, 2014

2013

Merging words and concepts for medical articles retrieval.

Ivan Kitanovski, Katarina Trojacanec, Ivica Dimitrovski, Suzana Loskovska

Proceedings of the Open research Areas in Information Retrieval, 2013

FCSE at Medical Tasks of ImageCLEF 2013.

Ivan Kitanovski, Ivica Dimitrovski, Suzana Loskovska

Proceedings of the Working Notes for CLEF 2013 Conference , 2013

2012

Multimodal Medical Image Retrieval.

Ivan Kitanovski, Katarina Trojacanec, Ivica Dimitrovski, Suzana Loskovska

Proceedings of the ICT Innovations 2012, 2012

FCSE at ImageCLEF 2012: Evaluating Techniques for Medical Image Retrieval.

Ivan Kitanovski, Ivica Dimitrovski, Suzana Loskovska

Proceedings of the CLEF 2012 Evaluation Labs and Workshop, 2012

2011

Modality Classification Using Texture Features.

Ivan Kitanovski, Katarina Trojacanec, Ivica Dimitrovski, Suzana Loskovska

Proceedings of the ICT Innovations 2011, Skopje, Macedonia, 14-16 September, 2011, 2011