Ehsan Khoramshahi

Current academic roles

Guest Editor special edition: “Advances in Deep Learning Approaches: UAV Data Analysis“ in remote sensing.

Topical Advisory Panel Member in remote sensing.

Former academic roles

1- Guest Editor special edition: “Novel Applications of UAV Imagery for Forest Science“ in remote sensing.

2- Guest Editor special edition: “Remote Sensing for Spatial Information Extraction and Process“ in sensors.

Selected Publications

1. Ehsan Khoramshahi, Somayeh Nezami, Petri Pellikka, Eija Honkavaara, Yuwei Chen, Ayman Habib, A Taxonomy of Sensors, Calibration and Computational Methods, and Applications of Mobile Mapping Systems: A Comprehensive Review, Remote Sensing 17.9 (2025): 1502
2. Xuanzhi Liu, Ehsan Khoramshahi, Ruochen Zhang, Chen Chen, Eetu Puttonen, Yuwei Chen, Using Direct-Georeferencing with a MEMS-LiDAR to Classify Traffic Signs, an Automatic Approach,  2024 5th International Conference on Smart Sensors and Application (ICSSA), Penang, Malaysia, 2024, pp. 1-6, doi: 10.1109/ICSSA62312.2024.10788657.
3. Ehsan Khoramshahi, Photogrammetric Computations, Visionium Oy, Vol.I, Rel. 1, Oct. 2024.
4. Mohammad Imangholiloo, Ville Luoma, Markus Holopainen, Mikko Vastaranta, Antti Mäkeläinen, Niko Koivumäki, Eija Honkavaara, Ehsan Khoramshahi, A New Approach for Feeding Multispectral Imagery into Convolutional Neural Networks Improved Classification of Seedlings, 2023, Remote-Sensing, journal article. My roles: supervising and advising the student, helping to design the AI method, editing the article.
5. Ehsan Khoramshahi, Roope Näsi, Stefan Rua, Raquel A Oliveira, Axel Päivänsalo, Oiva Niemeläinen, Markku Niskanen, Eija Honkavaara, A Novel Deep Multi-Image Object Detection Approach for Detecting Alien Barleys in Oat Fields Using RGB UAV Images, 2023, Remote-Sensing, journal article. My roles: Experimental design, visualization, original writing, editing.
6.  Jianxin Jia, Haibin Sun, Changhui Jiang, Kirsi Karila, Mika Karjalainen, Eero Ahokas, Ehsan Khoramshahi, Peilun Hu, Chen Chen, Tianru Xue, Tinghuai Wang, Yuwei Chen, Juha Hyyppä, Review on active and passive remote sensing techniques for road extraction, 2021, Remote-Sensing, journal article. My role: editor.
7.  Ehsan Khoramshahi, Raquel A Oliveira, Niko Koivumäki, Eija Honkavaara, An image-based real-time georeferencing scheme for a UAV based on a new angular parametrization, 2020, Remote-Sensing, journal article. My roles: Experimental design, visualization, original writing, editing.
8. Somayeh Nezami, Ehsan Khoramshahi, Olli Nevalainen, Ilkka Pölönen, Eija Honkavaara, Tree species classification of drone hyperspectral and RGB imagery with deep learning convolutional neural networks, 2020, Remote-Sensing, journal article. My roles: Experimental design, visualization, original writing, editing.
9. Ehsan Khoramshahi, Mariana Batista Campos, Antonio Maria Garcia Tommaselli, Niko Vilijanen, Teemu Mielonen, Harri Kaartinen, Antero Kukko, Eija Honkavaara, Accurate calibration scheme for a multi-camera mobile mapping system, 2019, Remote-Sensing, journal article. My roles: Experimental design, visualization, original writing, editing.
10. Ehsan Khoramshahi, Eija Hokavaara, Modelling and automated calibration of a general multi-projective camera, 2018, Photogrammetric Record, journal article. My roles: Experimental design, visualization, original writing, editing.
11.  Jian Tang, Yuwei Chen, Antero Kukko, Harri Kaartinen, Anttoni Jaakkola, Ehsan Khoramshahi, Teemu Hakala, Juha Hyyppä, Markus Holopainen, Hannu Hyyppä, SLAM-aided stem mapping for forest inventory with small-footprint mobile LiDAR, 2015, Forests, journal article. My roles: Experimental design, editing.
12. Ehsan Khoramshahi, Juha Hietaoja, Anna Valros, Jinhyeon Yun, Matti Pastell, Image quality assessment and outliers filtering in an image-based animal supervision system, 2015, International Journal of Agricultural and Environmental Information Systems (IJAEIS), journal article. My roles: Experimental design, visualization, original writing, editing.