Segment-Based Land Cover Mapping of a Suburban Area - Comparison of High-Resolution Remotely Sensed Datasets Using Classification Trees and Test Field Points. - Leena Matikainen; Kirsi Karila (Remote. Sens., 2011)

A Comparison of Precise Leveling and Persistent Scatterer SAR Interferometry for Building Subsidence Rate Measurement. - Kirsi Karila; Mika Karjalainen; Juha Hyyppä; Jarkko Koskinen; Veikko Saaranen; Paavo Rouhiainen (ISPRS Int. J. Geo Inf., 2013)

Monitoring Changes in Rice Cultivated Area from SAR and Optical Satellite Images in Ben Tre and Tra Vinh Provinces in Mekong Delta, Vietnam. - Kirsi Karila; Olli Nevalainen; Anssi Krooks; Mika Karjalainen; Sanna Kaasalainen (Remote. Sens., 2014)

Comparison of Laser and Stereo Optical, SAR and InSAR Point Clouds from Air- and Space-Borne Sources in the Retrieval of Forest Inventory Attributes. - Xiaowei Yu; Juha Hyyppä; Mika Karjalainen; Kimmo Nurminen; Kirsi Karila; Mikko Vastaranta; Ville Kankare; Harri Kaartinen; Markus Holopainen; Eija Honkavaara; Antero Kukko; Anttoni Jaakkola; et al. (Remote. Sens., 2015)

Feasibility of Multispectral Airborne Laser Scanning Data for Road Mapping. - Kirsi Karila; Leena Matikainen; Eetu Puttonen; Juha Hyyppä (IEEE Geosci. Remote. Sens. Lett., 2017)

Review on Active and Passive Remote Sensing Techniques for Road Extraction. - Jianxin Jia; Haibin Sun; Changhui Jiang; Kirsi Karila; Mika Karjalainen; Eero Ahokas; Ehsan Khoramshahi; Peilun Hu; Chen Chen 081; Tianru Xue; Tinghuai Wang; Yuwei Chen; et al. (Remote. Sens., 2021)

Estimating Grass Sward Quality and Quantity Parameters Using Drone Remote Sensing with Deep Neural Networks. - Kirsi Karila; Raquel Alves de Oliveira; Johannes Ek; Jere Kaivosoja; Niko Koivumäki; Panu Korhonen; Oiva Niemeläinen; Laura Nyholm; Roope Näsi; Ilkka Pölönen; Eija Honkavaara (Remote. Sens., 2022)

Tradeoffs in the Spatial and Spectral Resolution of Airborne Hyperspectral Imaging Systems: A Crop Identification Case Study. - Jianxin Jia; Jinsong Chen 001; Xiaorou Zheng; Yueming Wang 002; Shanxin Guo; Haibin Sun; Changhui Jiang; Mika Karjalainen; Kirsi Karila; Zhiyong Duan; Tinghuai Wang; Chong Xu; et al. (IEEE Trans. Geosci. Remote. Sens., 2022)

Estimating Tree Health Decline Caused by Ips typographus L. from UAS RGB Images Using a Deep One-Stage Object Detection Neural Network. - Heini Kanerva; Eija Honkavaara; Roope Näsi; Teemu Hakala; Samuli Junttila; Kirsi Karila; Niko Koivumäki; Raquel Alves Oliveira; Mikko Pelto-Arvo; Ilkka Pölönen; Johanna Tuviala; Madeleine Östersund; et al. (Remote. Sens., 2022)

Disaster-Caused Power Outage Detection at Night Using VIIRS DNB Images. - Haodong Cui; Shi Qiu 002; Yicheng Wang; Yu Zhang; Zhaoyan Liu; Kirsi Karila; Jianxin Jia; Yuwei Chen (Remote. Sens., 2023)

Comparison of Deep Neural Networks in the Classification of Bark Beetle-Induced Spruce Damage Using UAS Images. - Emma Turkulainen; Eija Honkavaara; Roope Näsi; Raquel Alves Oliveira; Teemu Hakala; Samuli Junttila; Kirsi Karila; Niko Koivumäki; Mikko Pelto-Arvo; Johanna Tuviala; Madeleine Östersund; Ilkka Pölönen; et al. (Remote. Sens., 2023)

Unsupervised semantic segmentation of urban high-density multispectral point clouds. - Oona Oinonen; Lassi Ruoppa; Josef Taher; Matti Lehtomäki; Leena Matikainen; Kirsi Karila; Teemu Hakala; Antero Kukko; Harri Kaartinen; Juha Hyyppä (CoRR, 2024)

Multispectral airborne laser scanning for tree species classification: a benchmark of machine learning and deep learning algorithms. - Josef Taher; Eric Hyyppä; Matti Hyyppä; Klaara Salolahti; Xiaowei Yu; Leena Matikainen; Antero Kukko; Matti Lehtomäki; Harri Kaartinen; Sopitta Thurachen; Paula Litkey; Ville Luoma; et al. (CoRR, 2025)