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Indirectly forming images from measurements using algorithms
Computational imaging is a class of imaging methods in which images or quantitative maps are reconstructed from measurements using algorithms. In a conventional
Computational_imaging
Set of digital image capture and processing techniques
computational imaging techniques are lensless imaging, computational speckle imaging , ptychography and Fourier ptychography. Computational imaging technique
Computational_photography
Technique and research method within computational imaging
imaging is a method within computational imaging that incorporates differentiable programming to design imaging systems. It treats the entire imaging
Differentiable_imaging
Computational imaging technique
Single-pixel imaging is a computational imaging technique for producing spatially-resolved images using a single detector instead of an array of detectors
Single-pixel_imaging
Computerized information extraction from images
processing units (GPUs) in this role. Chessboard detection Computational imaging Computational photography Computer audition Egocentric vision Machine vision
Computer_vision
Canadian-American computer scientist
California, Berkeley, where she directs the Computational Imaging Lab. Her research focuses on computational imaging, developing techniques that integrate optical
Laura_Waller
Indian-American engineer
scientist known for his contributions to the fields of computer vision, computational imaging, and computer graphics. He is the T. C. Chang Professor of Computer
Shree_K._Nayar
Computational imaging technique in microscopy
Fourier ptychography is a computational imaging technique based on optical microscopy that consists in the synthesis of a wider numerical aperture from
Fourier_ptychography
American optical scientist
an American optical scientist and engineer known for his work in computational imaging, compressive sensing, and gigapixel array camera systems. He is
David_J._Brady
Set of problem-solving methods
Computational thinking refers to the thought processes involved in formulating problems so their solutions can be represented as computational steps and
Computational_thinking
Computer scientist working primarily in the fields of computational imaging
German-born computer scientist known for his work in the fields of computational imaging, computer vision, computer graphics and deep learning. He is an
Felix_Heide
American computer scientist (born 1989)
field of computational imaging. She led the development of an algorithm for imaging black holes, known as Continuous High-resolution Image Reconstruction
Katie_Bouman
Turkish-American engineer and academic
optical mobile sensing and medical diagnosis technologies, and computational imaging techniques. Born in 1978, Ozcan received B.S. degree in electrical
Aydogan_Ozcan
Interdisciplinary field of biology
mathematics and pure mathematics, machine learning, computational mechanics, computational science, biological imaging, neuroscience, physics, probability, and statistics;
Computational_anatomy
Branch of biology
Computational biology refers to the use of techniques in computer science, data analysis, mathematical modeling and computational simulations to understand
Computational_biology
Any technique to improve resolution of an imaging system beyond conventional limits
Super-resolution imaging (SRI) is a class of techniques to improve the resolution of an imaging system, thus achieving "super resolution" (SR). In optical
Super-resolution_imaging
Method of microscopic imaging
EUV reflection ptychographic imaging in 2014. Coherent diffractive imaging (CDI) Phase retrieval Computational imaging Fourier ptychography Blaustein
Ptychography
German-Canadian Computer Scientist
of the next generation of imaging systems, with applications such as high dynamic range (HDR) imaging, compact computational cameras, hyper-spectral cameras
Wolfgang_Heidrich
American academic
editor-in-chief of IEEE Transactions on Image Processing. He is the father of computational imaging scientist Katie Bouman. As of October 31, 2025, he is one of Purdue
Charles_Bouman
Lensless computational imaging method
Coherent diffractive imaging (CDI) is a computational microscopy method that reconstructs images from coherent diffraction patterns without the use of
Coherent_diffraction_imaging
Representation or reproduction of an object's form
store, process, and display them. While traditional imaging relies on visible light, modern imaging systems can visualize information across the electromagnetic
Imaging
American computer scientist
Milanfar is a Distinguished Scientist at Google, where he leads the Computational Imaging team. Prior to this, he was a Professor of Electrical Engineering
Peyman_Milanfar
American statistician and computer scientist
data science, and computational imaging", and an IEEE Fellow in 2022 "for contributions to the foundations of computational imaging and large-scale data
Rebecca_Willett
Lines radiating from bright light sources in photographs
Jin Ming; Tan, Joel Shi Quan; Lendermann, Markus (2018-11-16). "Computational Imaging Prediction of Starburst-Effect Diffraction Spikes". Scientific Reports
Diffraction_spike
American biomedical engineering program
to endow the CCTRP program directorship. In 2012 the Center for Computational Imaging and Personalized Diagnostics opened, with Anant Madabhushi, PhD
Case Western Reserve University Department of Biomedical Engineering
Case_Western_Reserve_University_Department_of_Biomedical_Engineering
Analysis of large datasets to understand living systems
Examples of biomedical data science research include: Computational genomics Computational imaging Electronic health records data mining Biomedical network
Biomedical_data_science
Mathematical model of a complex system
A computational model uses computers to simulate and study complex systems in various fields of computational science, spanning from physics, engineering
Computational_model
American computer scientist
and over 300 articles. His research is focused on Machine Vision, Computational Imaging, Suppressing Traffic Flow Instabilities and Indoor Navigation. Horn
Berthold_K.P._Horn
Computer imaging researcher
Julia A. Schnabel is Professor in Computational Imaging and AI in Medicine (TUM Liesel Beckmann Distinguished Professorship) at Technische Universität
Julia_Schnabel
Medical imaging technique
Sparsity-regularized Algorithms for Photon-limited Imaging". SPIE Electronic Imaging. Computational Imaging VIII. 7533: 75330R. Bibcode:2010SPIE.7533E..0RH
Positron_emission_tomography
American scientist and entrepreneur
technologist and entrepreneur in the field of medical technology and computational imaging. She is the founder and Executive Chairman of Openwater. Jepsen
Mary_Lou_Jepsen
Method of capturing a multi-wavelength data cube
The computed tomography imaging spectrometer (CTIS) is a snapshot imaging spectrometer which can produce in fine the three-dimensional (i.e. spatial and
Computed tomography imaging spectrometer
Computed_tomography_imaging_spectrometer
Field of algorithmic training
Computational engineering is an emerging discipline that deals with the development and application of computational models for engineering, known as computational
Computational_engineering
Computer scientist
computational imaging and computational photography, color image processing (including spectral sensitivity) and computer vision, and image quality and
Sabine_Süsstrunk
Chinese-American physicist
"Computational microscopy with coherent diffractive imaging and ptychography", which encapsulates 25 years of advancements in computational imaging that
Jianwei_Miao
Study of human body movement
- Understanding, Modelling, Capture and Animation. Volume 36 in Computational Imaging and Vision, Springer, Dordrecht, 2007 Ahmed Elgammal, Bodo Rosenhahn
Kinesiology
American engineering professor, author
Active Imaging (co-author with Joshua Rapp) 2023 Frontiers of Science Award in Computational Optics for Quantum-inspired computational imaging (Science
Vivek_Goyal
Specialist field of computer science
into computational specializations, this field of study includes: Algorithms (numerical and non-numerical): mathematical models, computational models
Computational_science
Multi-wavelength imaging method
Hyperspectral imaging collects and processes information from across the electromagnetic spectrum. The goal of hyperspectral imaging is to obtain the spectrum
Hyperspectral_imaging
Framework for multi-scale signal representation
225–270. Bibcode:1994JApSt..21..225L. doi:10.1080/757582976. Image Structure. Computational Imaging and Vision. Vol. 10. 1997. doi:10.1007/978-94-015-8845-4
Scale_space
Interdisciplinary field
knowledge from medical images. While closely related to the field of medical imaging, MIC focuses on the computational analysis of the images, not their acquisition
Medical_image_computing
Branch of machine learning
"High-Resolution Multi-Spectral Imaging With Diffractive Lenses and Learned Reconstruction". IEEE Transactions on Computational Imaging. 7: 489–504. arXiv:2008
Deep_learning
Imaging technology for x-ray or gamma sources
rotational modulation Computational imaging § Coded aperture imaging Computational photography Deconvolution Pinhole camera Range imaging § Coded aperture
Coded_aperture
American bioengineer and academic
applied computational imaging to coherent optical microscopy by solving the inverse problem for OCT. This allows for three-dimensional imaging with extended
Stephen_Boppart
Architecture modeled after nature
cycle. In parallel, recent advancements in fabrication techniques, computational imaging, and simulation tools have opened up new possibilities to mimic
Biomimetic_architecture
CubeSat builder at the University of Georgia
from the spectral ranges of 450nm - 900nm. The Multi-view Onboard Computational Imager Satellite, known as the MOCI satellite, is a 6U CubeSat that will
Small Satellite Research Laboratory
Small_Satellite_Research_Laboratory
Technique to capture HDR images and videos
of creating HDR images from multiple exposures. Many smartphones have an automated HDR feature that relies on computational imaging techniques to capture
Multi-exposure_HDR_capture
Algorithmic imaging methods that reconstruct quantitative phase and amplitude
biological imaging and device metrology. Computational microscopy refers to imaging modalities in which raw measurements (often diffraction patterns or image stacks
Computational_microscopy
Combining information from two detectors
Ghost imaging (also called "coincidence imaging", "two-photon imaging" or "correlated-photon imaging") is a technique that produces an image of an object
Ghost_imaging
Study of computation
graphics and computational geometry address the generation of images. Programming language theory considers different ways to describe computational processes
Computer_science
Indian-American electrical engineer
State University. He is known for his work in signal processing and computational imaging, particularly for developing optimization-based methods that integrate
Vishal_Monga
Multidisciplinary endeavour
cognitive psychology, philosophy, and the arts (e.g., computational art as part of computational culture). Is the application of computer systems to emulate
Computational_creativity
Mapping of data into a single system
transformations. Computational methods for generating such transformation are often called LDDMM which provide flows of diffeomorphisms as the main computational tool
Image_registration
American biomedical engineer (born 1976)
Professor and served as the director of the university's Center for Computational Imaging and Personalized Diagnostics (CCIPD). In 2022, Dr. Madabhushi transitioned
Anant_Madabhushi
Canadian wearable tech engineer (born 1962)
augmented reality, extended reality, and computational photography, particularly high-dynamic-range imaging. Mann is an early contributor to the development
Steve_Mann_(inventor)
Type of convolutional neural network
Chen TH, Sullivan KM, Aydin O, et al. (December 2020). "Phase imaging with computational specificity (PICS) for measuring dry mass changes in sub-cellular
U-Net
Branch of neuroscience
physiology and cognitive abilities of the nervous system. Computational neuroscience employs computational simulations to validate and solve mathematical models
Computational_neuroscience
Function whose graph is 0, then 1, then 0 again, in an almost-everywhere continuous way
Averaging, Distributions and Delta Function". Fourier Optics and Computational Imaging (2nd ed.). Springer. pp. 15–16. doi:10.1007/978-3-031-18353-9.
Rectangular_function
Algorithm used for image processing
Vincent L.; Doeleman, Sheperd S.; Freeman, William T. (2016). "Computational Imaging for VLBI Image Reconstruction" (PDF). 2016 IEEE Conference on Computer Vision
CHIRP_(algorithm)
Algerian-French computer scientist and medical researcher
project Athena aiming to explore the Central Nervous System using computational imaging. He has published more than 60 journals and more than 180 conferences
Rachid_Deriche
Medical imaging technique
Magnetic resonance imaging (MRI) is a medical imaging technique used in radiology to generate pictures of the anatomy and the physiological processes inside
Magnetic_resonance_imaging
Decomposition of periodic functions
Kedar; Butola, Mansi; Rajora, Sunaina (2023). Fourier Optics and Computational Imaging. Cham: Springer International Publishing. doi:10.1007/978-3-031-18353-9
Fourier_series
Chinese-Canadian scientist
automatic machine learning (AutoML), and computational imaging methods such as correlated diffusion imaging Kumar, Devinder; Wong, Alexander; Clausi,
Alexander_Wong_(scientist)
Chinese computer scientist
technologies with focuses on image/video understanding, detection and segmentation, multi-modal AI, computational imaging, practical optimization, and
Jiaya_Jia
Reference point inserted in an image
happens to these is borrowed from methods in physics and computational imaging like speckle imaging. Automated behavioural tracking systems are used to study
Fiducial_marker
Style of rendering
Rosin, Paul; Collomosse, John, eds. (2013). Image and Video-Based Artistic Stylisation. Computational Imaging and Vision. Vol. 42. doi:10.1007/978-1-4471-4519-6
Non-photorealistic_rendering
New Zealand engineer
field, his research involves structural biology, molecular imaging and computational imaging. He earned his bachelor's degree and Ph.D. at University of
Rick_Millane
American computer scientist
in the Forensic Video Image processing field. Rudin holds an MSci. and PhD., degrees in Computer Science and Computational Imaging Science from California
Leonid_Rudin
Educational programs combining academic and technical skills for workforce preparation
list of open-source bioinformatics software, computational genomics, pharmaceutical sciences. Computational biology - biosimulation, list of genetic engineering
Career and technical education
Career_and_technical_education
Image reconstruction algorithms
algorithms used to reconstruct 2D and 3D images in certain imaging techniques. For example, in computed tomography an image must be reconstructed from projections
Iterative_reconstruction
American data scientist
directed the Biomedical Imaging Lab, where his research centered on scanning impedance imaging and other computational imaging techniques. In 2005, Oliphant
Travis_Oliphant
Process of capturing the shape and appearance of real objects
computer graphics, computer animation, computer vision, medical imaging, computational science, virtual reality, digital media, etc. For instance, the
3D_reconstruction
Professor of Optics
Vittert, L. E.; Welsh, S; Bowman, A; Padgett, M. J. (2013). "3D computational imaging with single-pixel detectors". Science. 340 (6134): 844–7. Bibcode:2013Sci
Miles_Padgett
Imaging by sections or sectioning using a penetrative wave
Chemical imaging 3D reconstruction Discrete tomography Geometric tomography Geophysical imaging Industrial computed tomography Johann Radon Medical imaging Network
Tomography
Suite of algorithms
StationaryLDDMM MRICloud Computational anatomy § Dense image matching in computational anatomy Riemannian metric and Lie-bracket in computational anatomy Bayesian
Large deformation diffeomorphic metric mapping
Large_deformation_diffeomorphic_metric_mapping
American electrical engineer
capable of capturing millions of frames per second, as well as computational imaging and super-resolution techniques. Fossum has authored numerous peer-reviewed
Eric_Fossum
American scientist and author
particular emphasis on computer vision, computational imaging, and the analysis of fine art. His work in computer image analysis involves the quantitative
David_G._Stork
Distance between the nearest and the furthest objects that are in focus in an image
after the image is made. These are based or supported by computational imaging processes. For example, focus stacking combines multiple images focused on
Depth_of_field
Type of artificial sheet material
works suggest that vectorial ptychography, a recently developed computational imaging method, can be of relevance. It combines the Jones matrix mapping
Electromagnetic_metasurface
Java-based image processing program
ImageJ is a Java-based image processing program developed at the National Institutes of Health and the Laboratory for Optical and Computational Instrumentation
ImageJ
Algorithmic approaches to improving resolution in photolithography
Computational lithography (also known as computational scaling) is the set of mathematical and algorithmic approaches designed to improve the resolution
Computational_lithography
Computer system simulating intelligence
Recognized journals include Computational Intelligence, International Journal of Computational Intelligence Systems, Applied Computational Intelligence and Soft
Computational_intelligence
Discrete (i.e., incremental) version of infinitesimal calculus
(2004). "Global computational algebraic topology approach for diffusion". In Bouman, Charles A; Miller, Eric L (eds.). Computational Imaging II. Vol. 5299
Discrete_calculus
American scientist and professor
2002 to 2008. He holds 132 patents in computer vision, computational health, sensors and imaging. He received the $500K Lemelson–MIT Prize in 2016. He
Ramesh_Raskar
Applied Spectral Imaging or ASI is a multinational biomedical company that develops and manufactures microscopy imaging and digital analysis tools for
Applied_Spectral_Imaging
Form of radar used to create images of landscapes
to extend 3D imaging to the time dimension. 4D and multi-D SAR imaging allows imaging of complex scenarios, such as urban areas, and has improved performance
Synthetic-aperture_radar
Israeli professor of Computer Science
computerized image and video processing, imaging and machine learning. He did his postdoctoral fellowship at the Center for Computational Imaging at the University
Ariel_Shamir
Process of removing noise from a signal
Reduction Technique Into X-Ray Tensor Tomography". IEEE Transactions on Computational Imaging. 4 (1): 137–146. Bibcode:2018ITCI....4..137S. doi:10.1109/TCI.2018
Noise_reduction
Professor at University of Illinois
Electronics Engineers (IEEE) in 2014 for contributions to image representation and computational imaging. "Minh N. Do: Biography". University of Illinois. 2014-02-11
Minh_Do
Object used for testing medical visualization devices
scanned or imaged in the field of medical imaging to evaluate, analyze, and tune the performance of various imaging devices. A phantom is more readily available
Imaging_phantom
Computational human phantoms are models of the human body
completion. First, they must obtain the raw data, from CT scans, MRI imaging, or direct imaging through photography. Second, the components of the body must be
Computational_human_phantom
Engineer
Engineers. Her research focuses on image and signal processing, computational imaging and super-resolution, medical imaging applications, and engineering education
Sally_L._Wood
Scientific field
magnetic resonance imaging Electroencephalography Magnetoencephalography Electrocorticography Transcranial Magnetic Stimulation Computational Modeling Jesper
Cognitive_neuroscience
Theorem
Kedar; Butola, Mansi; Rajora, Sunaina (2023). Fourier Optics and Computational Imaging. Cham: Springer International Publishing. doi:10.1007/978-3-031-18353-9
Dirichlet–Jordan_test
Indian American engineer and academic
2023-02-21. "Pallavi Tiwari, PhD, receives SIIM Award | Center for Computational Imaging and Personalized Diagnostics". engineering.case.edu. 26 September
Pallavi_Tiwari
American computational neuroscientist
calcium imaging analysis pipeline that registers movies, detects active cells, extracts calcium traces, and infers spike times. It has a low computational load
Carsen_Stringer
American digital photography company
down multiple lens barrels onto optical sensors. Through computational imaging, the multiple images combine into a high-resolution photograph. The company
Light_(company)
Transfer of computational tasks to a separate processor or an external platform
Computation offloading is the transfer of resource intensive computational tasks to a separate processor, such as a hardware accelerator, or an external
Computation_offloading
Ray and Stephanie Lane Computational Biology Department, in recognition of the Lanes' significant investment in computational biology at CMU. CBD specializes
Carnegie Mellon University Computational Biology Department
Carnegie_Mellon_University_Computational_Biology_Department
Branch of physics
Computational electromagnetics (CEM), computational electrodynamics or electromagnetic modeling is the process of modeling the interaction of electromagnetic
Computational electromagnetics
Computational_electromagnetics
COMPUTATIONAL IMAGING
COMPUTATIONAL IMAGING
Boy/Male
Hindu
Imaging of God, Lord of perfection
Boy/Male
Gujarati, Hindu, Indian, Kannada, Malayalam, Marathi, Tamil, Telugu
Lord of Perfection; Imagination of God's; Imaging of God; Lord Shiva
Boy/Male
Tamil
Imaging of God, Lord of perfection
COMPUTATIONAL IMAGING
COMPUTATIONAL IMAGING
Male
Gaelic
Old Gaelic name derived from the word ciar, CIAR means "black."
Boy/Male
Hindu, Indian
A Hindu Month
Boy/Male
German
Defense Army
Boy/Male
Indian
A narrator of Hadith
Male
Greek
(Ανατόλιος) Greek name derived from the word anatole, ANATOLIOS means "east" and "sunrise."
Boy/Male
Hebrew
God is with us.
Boy/Male
Indian
Dedication, Offer
Girl/Female
Tamil
Divine
Boy/Male
Arabic, Muslim
A Great Sahabi who Participated in the Battle of Badr
Boy/Male
Hindu, Indian
Lord Vishnu
COMPUTATIONAL IMAGING
COMPUTATIONAL IMAGING
COMPUTATIONAL IMAGING
COMPUTATIONAL IMAGING
COMPUTATIONAL IMAGING
n.
The result of computation; the amount computed.
n.
The act or process of making mathematical computations or of estimating results.
a.
Capable of being measured; susceptible of mensuration or computation.
n.
Reckoning; computation.
n.
Computation.
n.
An erroneous computation.
n.
Erroneous computation; false reckoning.
n.
A reckoning; computation; calculation; enumeration; a record of some reckoning; as, the Julian account of time.
n.
A method of computation; any process of reasoning by the use of symbols; any branch of mathematics that may involve calculation.
n.
The difference of the results obtained by observation, and by computation from a formula.
a.
Proceeding in computation by twelves; expressed in the scale of twelves.
n.
Account; reckoning; computation.
n.
The act or process, or the result, of calculating; computation; reckoning, estimate.
a.
Proceeding by sixes; sextuple; -- applied especially to a system of arithmetical computation in which the base is six.
v. t.
To exceed in reckoning or computation.
n.
The science of numbers; the art of computation by figures.
v. i.
To make an enumeration or computation; to engage in numbering or computing.
n.
The fifth month of the Jewish year according to the ecclesiastical reckoning, the eleventh by the civil computation, coinciding nearly with August.
n.
Enumeration; computation.
n.
The act or process of computing; calculation; reckoning.