Prof. Marco Diani
Full Professor at CNIT
SPIE Involvement:
Editorial Board Member: Journal of Applied Remote Sensing | Author
Area of Expertise:
Hyperspectral image analysis , Hyperspectral Target detection , Infrared video processing , Hyperspectral anomaly detection , Multitemporal hyperspectral image analysis
Profile Summary

Marco Diani received his Master of Science degree (cum laude) in Electronic Engineering at the University of Pisa, Italy, in 1988. He holds the position of full Professor at the Italian Naval Academy. He also holds the course of "Remote Sensing" at the University of Pisa.
His recent research activity focuses on hyperspectral/multispectral image analysis and on the processing of videos acquired by thermal imagers. As to the former topic his interest is on blind methods for searching anomalous areas/objects (anomaly detection), on detecting specific materials on the basis of their spectral signature (spectral signature based object detection), and on revealing the presence of regions where changes occurred (anomalous change detection) between two repeated passes over the same area. The analysis of multi-temporal images also includes "object rediscovery" where an object, which has been identified in the first image, is located in the second one by properly compensating for the atmospheric/radiometric changes occurred between the two acquisitions. In the framework of target detection in infrared videos both the aspects of object detection and change detection have been considered.
Marco Diani is/has been coordinator for many projects at the Department of Information Engineering and at the CNIT (Consorzio Nazionale Interuniversitario Telecomunicazioni) funded by public and private institutions. He has authored/co-authored more than 150 papers, 50 of which on international peer reviewed journals. He has also authored more than 50 technical reports and final research reports. He has been a member of technical committees at international conferences. He has served as a reviewer for many journals in the fields of remote sensing and image/signal processing such as IEEE Trans. on Image Processing, IEEE Trans. on Signal Processing, IEEE Trans. Geoscience and Remote Sensing, Optical Engineering and Applied Optics. He is member of IEEE and SPIE.
Publications (46)

Proceedings Article | 5 October 2017 Paper
Proc. SPIE. 10434, Electro-Optical Remote Sensing XI
KEYWORDS: Infrared detectors, Infrared cameras, Infrared sensors, Detection and tracking algorithms, Cameras, Remote sensing, Video surveillance, Computer vision technology, Machine vision, Infrared radiation

Proceedings Article | 4 October 2017 Presentation + Paper
Proc. SPIE. 10427, Image and Signal Processing for Remote Sensing XXIII
KEYWORDS: Defense and security, Hyperspectral imaging, Sensors, Image processing, Remote sensing, Surveillance

Proceedings Article | 21 October 2016 Paper
Proc. SPIE. 9988, Electro-Optical Remote Sensing X
KEYWORDS: Infrared cameras, Signal to noise ratio, Detection and tracking algorithms, Cameras, Video, Video surveillance, Computer vision technology, Machine vision, Radiofrequency ablation, Algorithm development

Proceedings Article | 23 October 2014 Paper
Proc. SPIE. 9244, Image and Signal Processing for Remote Sensing XX
KEYWORDS: Target detection, Defense and security, Hyperspectral imaging, Statistical analysis, Detection and tracking algorithms, Sensors, Image processing, Feature extraction, Atmospheric sensing, RGB color model

Proceedings Article | 14 October 2014 Paper
Proc. SPIE. 9240, Remote Sensing of the Ocean, Sea Ice, Coastal Waters, and Large Water Regions 2014
KEYWORDS: Scattering, LIDAR, Sensors, Water, Luminescence, Interference (communication), Receivers, Data acquisition, Signal processing, Object recognition

Showing 5 of 46 publications
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