Unmixing methods in novel applications of spectral imaging
Julkaisija
University of JyväskyläISBN
978-951-39-6015-5ISSN Hae Julkaisufoorumista
1456-5390Julkaisuun sisältyy osajulkaisuja
- Article I: Jaana Kuula, Ilkka Pölönen, Hannu-Heikki Puupponen, Tuomas Selander, Tapani Reinikainen, Tapani Kalenius and Heikki Saari. Using VIS/NIR and IR spectral cameras for detecting and separating crime scene details. Proceedings of SPIE Vol. 8359, Sensors, and Command, Control, Communications and Intelligence (C3I) Technologies for Homeland Security and Homeland Defense XI, 83590P (May 1, 2012); DOI: 10.1117/12.918555 .
- Article II: Jaana Kuula, Hannu-Heikki Puupponen, Heikki Rinta, Ilkka Pölönen. The challenges of analysing blood stains with hyperspectral imaging. Proc. SPIE 9112, Sensing Technologies for Global Health, Military Medicine, and Environmental Monitoring IV, 91120W (5 June 2014); DOI: 10.1117/12.2050180
- Article III: Jaana Kuula, Hannu-Heikki Puupponen, Heikki Rinta, Ilkka Pölönen, Marko Haukkamäki, Tuomas Teräväinen. Detecting explosive substances by the IR spectrography. Proc. SPIE 9073, Chemical, Biological, Radiological, Nuclear, and Explosives (CBRNE) Sensing XV, 90730Q (10 June 2014); doi: 10.1117/12.2050157, 2014. DOI: 10.1117/12.2050157
- Article IV: Johanna Salmelin, Ilkka Pölönen, Hannu-Heikki Puupponen, Heikki Hämäläinen, Anna Karjalainen, Ari Väisänen, Kari-Matti Vuori. Hyperspectral imaging of benthic macroinvertebrates - a novel tool for detecting metal contamination in running waters. Manuscript. To be submitted., 2014.
- Article V: Ilkka Pölönen, Hannu-Heikki Puupponen, Eija Honkavaara, Antti Lindfors, Heikki Saari, Lauri Markelin, Teemu Hakala, Kimmo Nurminen. UAV-based hyperspectral monitoring of small freshwater area. Proc. SPIE 9239, Remote Sensing for Agriculture, Ecosystems, and Hydrology XVI, 923912 (10 October 2014); DOI: 10.1117/12.2067422, 2014
- Article VI: Hannu-Heikki Puupponen, Ilkka Pölönen, Noora Neittaanmäki-Perttu, Pekka Neittaanmäki, Mari Grönroos, Heikki Saari. Spectral unmixing for the separation of Lentigo Maligna and Lentigo Maligna Melanoma. Submitted to Medical Engineering and Physics, Elsevier, 2014.
Asiasanat
spektrografi analysmetoder miljöns tillstånd förundersökning brottsplats spektral avbildning miljöövervakning hudcancer hyperspektrikuvaus laskennallinen vaativuus hyperspectral imaging spectral unmixing target detection imaging spectrometry forensics environmental monitoring skin abnormalities kuvantaminen spektrikuvaus spektrografia analyysimenetelmät esitutkinta rikospaikka ympäristövalvonta ympäristön tila ihosyöpä
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Discovering knowledge in various applications with a novel hyperspectral imager
Pölönen, Ilkka (University of Jyväskylä, 2013) -
New applications of zoobenthos measurements for risk assessment of chemicals in aquatic ecosystems
Salmelin, Johanna (University of Jyväskylä, 2015)Benthic animals in aquatic ecosystems suffer from various anthropogenic pollutants. A challenge in risk assessment of chemicals in aquatic ecosystems (i.e. ecological risk assessment) has been to balance cost-efficiency ... -
Convolutional neural networks in skin cancer detection using spatial and spectral domain
Pölönen, Ilkka; Rahkonen, Samuli; Annala, Leevi; Neittaanmäki, Noora (SPIE, The International Society for Optical Engineering, 2019)Skin cancers are world wide deathly health problem, where significant life and cost savings could be achieved if detection of cancer can be done in early phase. Hypespectral imaging is prominent tool for non-invasive ... -
Deep semantic segmentation for skin cancer detection from hyperspectral images
Karhu, Anette (2020)As skin cancer types are a growing concern worldwide, a new screening tool combined with automation may help the clinicians in clinical examinations of lesions. A novel hyperspectral imager prototype has been noted to be ... -
Autonomous hyperspectral UAS photogrammetry for environmental monitoring applications
Honkavaara, E.; Hakala, T.; Markelin, L.; Jaakkola, A.; Saari, H.; Ojanen, H.; Pölönen, Ilkka; Tuominen, S.; Näsi, R.; Rosnell, T.; Viljanen, N. (International Society for Photogrammetry and Remote Sensing (ISPRS), 2014)The unmanned airborne system (UAS) remote sensing using lightweight multi- and hyperspectral imaging sensors offer new possibilities for the environmental monitoring applications. Based on the accurate measurements of the ...
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