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Self-Organizing Data Analysis Technique (ISODATA) algorithm used for Multispectral pattern recognition was developed by Geoffrey H. Ball and David J. Hall at Stanford
Multispectral pattern recognition
Multispectral_pattern_recognition
Capturing image data across multiple electromagnetic spectrum ranges
spectrometer Imaging spectroscopy Liquid crystal tunable filter Multispectral pattern recognition Normalized difference vegetation index (NDVI) Pansharpening
Multispectral_imaging
resolution. The latest, AVIRIS-5, made its first flight in 2025. Multispectral pattern recognition Remote Sensing Center Jet Propulsion Laboratory Marty Curry
Airborne visible/infrared imaging spectrometer
Airborne_visible/infrared_imaging_spectrometer
Overview of and topical guide to machine learning
Multiple sequence alignment Multiplicative weight update method Multispectral pattern recognition Mutation (genetic algorithm) N-gram NOMINATE (scaling method)
Outline_of_machine_learning
case study in handwritten digit recognition". Proceedings of the 12th IAPR International Conference on Pattern Recognition (Cat. No.94CH3440-5). Vol. 2.
List of datasets in computer vision and image processing
List_of_datasets_in_computer_vision_and_image_processing
Multi-wavelength imaging method
narrow" is what distinguishes multispectral imaging in the visible wavelength from color photography. A multispectral sensor may have many bands covering
Hyperspectral_imaging
e., adjacent) spectral bands to reconstruct a full spectrum, while multispectral sensors measures light intensity using spectral bands of varying bandwidths
Spectroradiometry for Earth and planetary remote sensing
Spectroradiometry_for_Earth_and_planetary_remote_sensing
Atoll in the Indian Ocean
probably shallower features on the reef. Landsat program Multispectral pattern recognition British Admiralty nautical chart 11000030 - 3 Chagos Archipelago
Colvocoresses_Reef
Overview of and topical guide to computer vision
field Motion vector Multispectral imaging Normalized cut segmentation Optical flow Particle filtering Scale space Object recognition Scale-invariant feature
Outline_of_computer_vision
Shadows on the ground that indicate buried structures
archaeological patterns, as it does compensate for shadow marks on the earth’s surface when recording sunlight and manipulating shadows. A multispectral light
Shadow_marks
images" includes traditional aerial photographs, satellite images, multispectral data (which captures image data within specific wavelength ranges across
Aerial_archaeology
Combining multiple images to create one
image fusion techniques can distort the spectral information of the multispectral data while merging. In satellite imaging, two types of images are available
Image_fusion
15th-century codex in an unknown script
testing in 2014 revealed that the parchment was made from calfskin, and multispectral analysis showed that it had not been written on before the manuscript
Voynich_manuscript
Chinese computer scientist
on Computer Vision and Pattern Recognition (CVPR), 2015. Xiaoyong Shen*, Qiong Yan, Li Xu, Lizhuang Ma, Jiaya Jia"Multispectral Joint Image Restoration
Xu_Li_(computer_scientist)
Metric quantifying vegetation density
W. (1969) 'Preprocessing transformations and their effects on multispectral recognition.' Proceedings of the Sixth International Symposium on Remote Sensing
Normalized difference vegetation index
Normalized_difference_vegetation_index
Camouflage used to protect from enemy observation
Alex (2004). DPM: Disruptive Pattern Material. DPM. ISBN 0-9543404-0-X. Blücher (2013). "Camouflage Net: Multispectral Camouflage Systems". BLÜCHER SYSTEMS
Military_camouflage
Technique in digital image processing
simulation which could provide a fast algorithm. Facial recognition system Pattern recognition Computer vision Elastic Matching R. Brunelli, Template Matching
Template_matching
Use of camouflage on military aircraft
Aircraft Recognition" (PDF). Department of the Army. 2006. pp. 2–5. Retrieved 6 February 2017. However, ground observers must deal with camouflage patterns because
Aircraft_camouflage
wavelets and multiscale methods; statistical signal processing, pattern recognition, and learning theory; distributed signal processing and sensor networks;
Department of Electrical and Computer Engineering (Rice University)
Department_of_Electrical_and_Computer_Engineering_(Rice_University)
Ability to see in low light conditions
additional cameras (for example, a visible spectrum camera or SWIR) multispectral sensors are possible, which take advantage of the benefits of each detection
Night_vision
Partitioning a digital image into segments
applications". 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2003. Proceedings. Vol. 2. IEEE. pp. II:19–26. doi:10.1109/CVPR
Image_segmentation
Study of diseases in plant populations
indirectly to the host. Pattern recognition receptors (PRRs) are activated by recognition of pathogen or microbial-associated molecular patterns known as PAMPs
Plant_disease_epidemiology
Quality control process in welding
which are then processed using sophisticated image analysis and pattern recognition algorithms. These algorithm leverage machines are learning to interpret
Welding_inspection
Technology and methods used to provide imaging-based automatic inspection and analysis
visible light) imaging is most commonly used in MV, alternatives include multispectral imaging, hyperspectral imaging, imaging various infrared bands, line
Machine_vision
Physicist
perfect absorbers. Combined this with top-down large-scale patterning to realize multispectral pixels and approximately 10,000 plasmonic combinatorial colors
Maiken_Mikkelsen
Method of spatial measurement using laser
Ignell, Rickard; Kirkeby, Carsten; Brydegaard, Mikkel (2017-05-14). "Multispectral polarimetric modulation spectroscopy for species and sex determination
Lidar
Aircraft without any human pilot on board
(or UAS) can be also equipped with monitoring devices such as: RGB, multispectral, hyper-spectral cameras or LiDAR, which may allow providing specific
Unmanned_aerial_vehicle
NASA rover exploring Mars since 2012
; Caplinger, M. A. (2014). Mastcam-Z: A Geologic, Stereoscopic, and Multispectral Investigation on the NASA Mars-2020 Rover (PDF). International Workshop
Curiosity_(rover)
in-service M82A1 Sniper Surveillance Capability: The Safran JIM Compact Multispectral Binoculars In September 2022, NIOA was selected as the Prime Contractor
List of equipment of the Australian Army
List_of_equipment_of_the_Australian_Army
German armored fighting vehicle
designed as a mission neutral space with the incorporation of C-rails and a pattern of universal fixing points on the walls and floor. This provides a flexible
Lynx (Rheinmetall armoured fighting vehicle)
Lynx_(Rheinmetall_armoured_fighting_vehicle)
Removal of material from an object's surface
Frank; Huggel, Christian; Kääb, Andreas (2004). "Combining satellite multispectral image data and a digital elevation model for mapping debris-covered
Ablation
German-Canadian Computer Scientist
Imaging". Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. pp. 1386–1396. Seetzen, Helge; Heidrich, Wolfgang; Stuerzlinger
Wolfgang_Heidrich
Simultaneous measurement of spectra and pictures
Hyperspectral imaging measures contiguous spectral bands, as opposed to multispectral imaging which measures spaced spectral bands. The main idea - for chemical
Chemical_imaging
American stealth multirole fighter aircraft
and infrared tracking functions, geolocation threat targeting, and multispectral image countermeasures for self-defense against missiles. The electronic
Lockheed Martin F-35 Lightning II
Lockheed_Martin_F-35_Lightning_II
Hall of Fame. 2025. Retrieved 3 April 2025. "NIHF Virginia Norwood Multispectral Scanner". www.invent.org. National Inventors Hall of Fame. 2025. Retrieved
List of National Inventors Hall of Fame inductees
List_of_National_Inventors_Hall_of_Fame_inductees
Egyptian-American geomorphologist
application of geographic information system (GIS), remote sensing (including multispectral, thermal and microwave radar imagery), unmanned aerial vehicle (UAV)
Eman_Ghoneim
settings to mimic real-world ones. With the help of machine learning, the patterns of acoustic signals as precursors for earthquakes can be identified. Predicting
Machine learning in earth sciences
Machine_learning_in_earth_sciences
Italian bioinformatician, ecologist and researcher
(2004-10-01). "Testing the spectral variation hypothesis by using satellite multispectral images". Acta Oecologica. 26 (2): 117–120. Bibcode:2004AcO....26..117R
Duccio_Rocchini
Greek astronomer, geographer and mathematician (c. 190 – c. 120 BCE)
not measured at all but mere estimates for globe makers to improve pattern recognition on globes as astronomer's computing machines. Nevertheless, this
Hipparchus
(September 2000). "Genetic algorithm-based clustering technique". Pattern Recognition. 33 (9): 1455–1465. Bibcode:2000PatRe..33.1455M. doi:10.1016/s0031-3203(99)00137-5
Land_cover_maps
Type of intelligence gathering
vehicles may be able to map landing routes, and they, as well as LIDAR and multispectral imaging, may be able to detect shallow water. Once on the beach, the
Geophysical_MASINT
British Biomedical Engineer, Quantum Biophotonics and Optical Physicist
has expanded to include the development of a medical device combining multispectral optoacoustic tomography and ultrasound-modulated optical tomography
Igor_Meglinski
Photoluminescent particles
a cascade optical field modulation strategy facilitating selective multispectral narrow-band near-infrared photodetection". Light: Science & Applications
Upconverting_nanoparticles
Award of the Jet Propulsion Laboratory
Science of organic materials for nonlinear optics Patrick J. Smyth Pattern recognition, learning and classification for the analysis of planetary images
Lew_Allen_Award
Data acquisition method for earth sciences
is high. The surficial vegetation studies are mainly accomplished by multispectral or hyperspectral image analysis, mainly because of the lower penetration
Remote_sensing_in_geology
Algorithm for reducing the dimension of tensors
IEEE conference on computer vision and pattern recognition. 2016. Algashaam, Faisal M., et al. "Multispectral periocular classification with multimodal
Tensor_sketch
Visible-infrared spectrometer
nanometers in 6.55 nanometer increments. The instrument had two modes, a multispectral untargeted mode and a hyperspectral targeted mode. In the untargeted
Compact Reconnaissance Imaging Spectrometer for Mars
Compact_Reconnaissance_Imaging_Spectrometer_for_Mars
"High-accuracy detection of malaria vector larval habitats using drone-based multispectral imagery". PLOS Neglected Tropical Diseases. 13 (1) e0007105. doi:10
List of unmanned aerial vehicle applications
List_of_unmanned_aerial_vehicle_applications
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MULTISPECTRAL PATTERN-RECOGNITION
MULTISPECTRAL PATTERN-RECOGNITION
MULTISPECTRAL PATTERN-RECOGNITION
MULTISPECTRAL PATTERN-RECOGNITION
MULTISPECTRAL PATTERN-RECOGNITION
MULTISPECTRAL PATTERN-RECOGNITION
MULTISPECTRAL PATTERN-RECOGNITION
MULTISPECTRAL PATTERN-RECOGNITION
MULTISPECTRAL PATTERN-RECOGNITION
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