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Method of detecting shapes within images
The Hough transform (/hʌf/) is a feature extraction technique used in image analysis, computer vision, pattern recognition, and digital image processing
Hough_transform
Circle finding technique used in digital image processing
The circle Hough Transform (CHT) is a basic feature extraction technique used in digital image processing for detecting circles in imperfect images. The
Circle_Hough_Transform
Modification using the principle of template matching
The generalized Hough transform (GHT), introduced by Dana H. Ballard in 1981, is the modification of the Hough transform using the principle of template
Generalised_Hough_transform
images. Specifically, the randomized Hough transform is a probabilistic variant to the classical Hough transform, and is commonly used to detect curves
Randomized_Hough_transform
Feature detection algorithm in computer vision
by using an efficient hash table implementation of the generalised Hough transform. Each cluster of 3 or more features that agree on an object and its
Scale-invariant feature transform
Scale-invariant_feature_transform
Algorithm
The most popular line detectors are the Hough transform and convolution-based techniques. The Hough transform can be used to detect lines and the output
Line_detection
Image edge detection algorithm
stable extremal regions PCBR Ridge detection Hough transform Hough transform Generalized Hough transform Structure tensor Structure tensor Generalized
Sobel_operator
Burrows–Wheeler transform (data compression) Chirplet transform Distance transform Fractal transform Gelfand transform Hadamard transform Hough transform (digital
List_of_transforms
American dancer and actress (born 1988)
Julianne Alexandra Hough (/hʌf/; born July 20, 1988) is an American dancer, singer, actress and television personality. In 2007, she joined the cast of
Julianne_Hough
MATLAB Hough transform - MATLAB function for computing the Hough transform OpenCV Hough transform - OpenCV function for computing the Hough transform mrgingham
Chessboard_detection
Piece of information about the content of an image
Blob extraction Template matching Hough transform Lines Circles/ellipses Arbitrary shapes (generalized Hough transform) Works with any parameterizable feature
Feature_(computer_vision)
Topics referred to by the same term
Staffordshire, England Hough Priory, in Hough-on-the-Hill, Lincolnshire, England Hough transform, a technique in digital image processing Hough Windmill, in Swannington
Hough
General-purpose mobile robot
notable results of the project include the A* search algorithm, the Hough transform, and the visibility graph method.[citation needed] Shakey was developed
Shakey_the_robot
each match (match), a vote is done to get a stronger hypothesis in the Hough space. So we have two major phases: Training: For each characteristic model
Spatial_verification
American electrical engineer
IEEE Fellow and a AAAI Fellow. Expert systems Pattern recognition Hough transform Richard O. Duda, Peter E. Hart, David G. Stork, Pattern Classification
Richard_O._Duda
Image edge detection algorithm
stable extremal regions PCBR Ridge detection Hough transform Hough transform Generalized Hough transform Structure tensor Structure tensor Generalized
Canny_edge_detector
Integral transform in mathematics
X-ray transform Funk transform The Hough transform, when written in a continuous form, is very similar, if not equivalent, to the Radon transform. Cauchy–Crofton
Radon_transform
Robust local feature detector
Knopp, Mukta Prasad, Gert Willems, Radu Timofte, and Luc Van Gool, "Hough Transform and 3D SURF for Robust Three Dimensional Classification", European
Speeded_up_robust_features
Feature detection and description computer vision algorithm
provide a fast and efficient alternative to SIFT. Scale-invariant feature transform (SIFT) Gradient Location and Orientation Histogram LESH - Local Energy
Oriented FAST and rotated BRIEF
Oriented_FAST_and_rotated_BRIEF
Type of multi-scale signal representation
methods in image processing". 1984. Burt, P. J. (May 1981). "Fast filter transform for image processing". Computer Graphics and Image Processing. 16: 20–51
Pyramid_(image_processing)
American computer scientist (1946–2022)
popularized the use of the generalised hough transform in computer vision in his paper "Generalizing the Hough Transform to Detect Arbitrary Shapes." He is
Dana_H._Ballard
Discrete differentiation operator used in image processing
stable extremal regions PCBR Ridge detection Hough transform Hough transform Generalized Hough transform Structure tensor Structure tensor Generalized
Prewitt_operator
Image processing method
and thin edges lead to greater efficiency in object recognition. If Hough transforms are used to detect lines and ellipses, then thinning could give much
Edge_detection
Technique used in image processing and computer vision for edge detection
stable extremal regions PCBR Ridge detection Hough transform Hough transform Generalized Hough transform Structure tensor Structure tensor Generalized
Roberts_cross
American computer scientist and entrepreneur (born 1941)
initial exposition of the A* search algorithm and the variant of the Hough transform now widely used in computer vision for finding straight line segments
Peter_E._Hart
Topical guide to object recognition
array that represents pose space for each object This is essentially a Hough transform Strategy: For each object, set up an accumulator array that represents
Outline_of_object_recognition
Edge detection operator
stable extremal regions PCBR Ridge detection Hough transform Hough transform Generalized Hough transform Structure tensor Structure tensor Generalized
Deriche_edge_detector
Artistic concept relating to perspective
techniques was using the Hough Transform, mapping the parameters of the line segment to the bounded space. Cascaded Hough Transforms have been applied for
Vanishing_point
Statistical method
more) model instances exist, RANSAC may fail to find either one. The Hough transform is one alternative robust estimation technique that may be useful when
Random_sample_consensus
Feature descriptor used in computer vision
similar to that of edge orientation histograms, scale-invariant feature transform descriptors, and shape contexts, but differs in that it is computed on
Histogram of oriented gradients
Histogram_of_oriented_gradients
Generalised Hough transform Hough transform Marr–Hildreth algorithm: an early edge detection algorithm SIFT (Scale-invariant feature transform): is an algorithm
List_of_algorithms
Mechanism designed to keep a car centered in the lane
automobile. Examples of image processing techniques used include the Hough transform, Canny edge detector, Gabor filter, and deep learning. A basic flowchart
Lane_centering
to 128 (same size as SIFT descriptor vector). Scale-invariant feature transform Speeded Up Robust Features LESH – Local Energy-based Shape Histogram Feature
GLOH
stable extremal regions PCBR Ridge detection Hough transform Hough transform Generalized Hough transform Structure tensor Structure tensor Generalized
Principal curvature-based region detector
Principal_curvature-based_region_detector
American astrophysicist
slender, linear structures of atomic hydrogen), and created the Rolling Hough Transform to analyze them. In 2026, she began developing interpretable foundation
Susan_E._Clark
Topics referred to by the same term
discrete cell structure to count votes, standard component of the Hough transform Accumulator (cryptography), a value, determined by a set of values
Accumulator
\eta =B\xi } where B {\displaystyle B} is a 2×2-matrix, and define a transformed image I R {\displaystyle I_{R}} as I L ( ξ ¯ ) = I R ( η ¯ ) {\displaystyle
Affine_shape_adaptation
Particular task in computer vision
tracking (Bretzner and Lindeberg 1998), in the scale-invariant feature transform (Lowe 2004) as well as other image descriptors for image matching and
Blob_detection
stable extremal regions PCBR Ridge detection Hough transform Hough transform Generalized Hough transform Structure tensor Structure tensor Generalized
Hessian affine region detector
Hessian_affine_region_detector
Sideways displacement of the brain
deformed brains using multiresolution binary level set method and Hough transform". Computers in Biology and Medicine. 41 (9): 756–762. doi:10.1016/j
Midline_shift
Topics referred to by the same term
GHT may refer to: Garden hose thread Generalised Hough transform Ghadames Air Transport, Libya, ICAO code Ghat Airport, Libya, IATA code Gilman Housing
GHT
Mechanism designed to warn a driver when the vehicle begins to move out of its lane
used behind the lane departure warning system uses the principle of Hough transform and Canny edge detector to detect lane lines from realtime camera images
Lane_departure_warning_system
Topics referred to by the same term
Mongolia, China Retinohypothalamic tract Right-hand traffic Randomized Hough transform, in image processing Retrogression heat treatment, in metals processing
RHT
Type of artificial neural network
ignore outliers, concentrating on clusters. This is similar to the Hough transform, the RHT and RANSAC from classic digital image processing. The outputs
Capsule_neural_network
Free crystallographic software
structure Computer vision Artificial intelligence Fourier transform Difference of gaussians Hough transform RANSAC Czech Academy of Sciences CrysTBox is not distributed
CrysTBox
British music educator, pianist and academic
Stephen Andrew Gill Hough (/ˈhʌf/; born 22 November 1961) is a British and Australian classical pianist, composer and writer. Hough was born in Heswall
Stephen_Hough
Topics referred to by the same term
KHT or kht may refer to: Kernel-based Hough transform in digital image processing Khamti language, ISO 639-3 code Khost Airfield, Afghanistan, IATA code
KHT
Type of matrix barcode
detected with slow blob detection algorithms like Gabor filter or Circle Hough Transform.[citation needed] All data, metadata and error correction codewords
DotCode
stable extremal regions PCBR Ridge detection Hough transform Hough transform Generalized Hough transform Structure tensor Structure tensor Generalized
Robinson_compass_mask
Overview of and topical guide to algorithms
detector Random sample consensus (RANSAC) Scale-invariant feature transform Hough transform Seam carving B-tree B+ tree Hash join Sort-merge join Query optimization
Outline_of_algorithms
First lunar phase, the definition varies
Septem Riza (April 2025). "New crescent moon detection using Circular Hough Transform (CHT)". Astronomy and Computing. 51 100902. doi:10.1016/j.ascom.2024
New_moon
Scanning electron microscopy technique
routine using a modified Hough transform, in which every pixel in Hough space denotes a unique line/band in the EBSP. The Hough transform enables band detection
Electron backscatter diffraction
Electron_backscatter_diffraction
Tensor related to gradients
stable extremal regions PCBR Ridge detection Hough transform Hough transform Generalized Hough transform Structure tensor Structure tensor Generalized
Structure_tensor
French Emeritus Professor
interferometry, watermarking, feature detection of SAR images and Hough Transform applications. Procédé et dispositif holographique en lumière incohérente
Henri_Maître
stable extremal regions PCBR Ridge detection Hough transform Hough transform Generalized Hough transform Structure tensor Structure tensor Generalized
3D_object_recognition
Overview of and topical guide to computer vision
(Perona–Malik equation) Affine transform Homography (computer vision) Hough transform Radon transform Walsh–Hadamard transform Image compression Filter bank
Outline_of_computer_vision
Approach used in computer vision systems
under conditions of different lighting, translation, rotation and other transforms. A simple approach to corner detection in images is using correlation
Corner_detection
Trainable filter for computer vision
stable extremal regions PCBR Ridge detection Hough transform Hough transform Generalized Hough transform Structure tensor Structure tensor Generalized
COSFIRE
otherwise. Generalized structure tensor can be used as an alternative to Hough transform in image processing and computer vision to detect patterns whose local
Generalized_structure_tensor
Blob detection technique
The regions are then filtered, and the ones with correlation of their transformed images above a threshold are chosen. RANSAC is applied again with a more
Maximally stable extremal regions
Maximally_stable_extremal_regions
Volcanic island arc in Indonesia
volcanic segments in the central Sunda Arc, Indonesia, identified using Hough Transform analysis: Implications for arc lithosphere control upon volcano distribution"
Sunda_Arc
American physicist
with M.-A. Papa and other collaborators, Schutz helped develop the Hough Transform technique for efficient hierarchical searches for such signals in months-long
Bernard_F._Schutz
2012 American musical comedy film by Adam Shankman
Offspring Entertainment and Material Pictures, the film stars Julianne Hough and Diego Boneta (in his film debut), leading an ensemble cast that includes
Rock_of_Ages_(2012_film)
Pruning methods such as by structuring element (SE) convolution and the Hough transform are general purpose algorithms which quickly pass through an image
Discrete_skeleton_evolution
Algorithm to detect local features in images
stable extremal regions PCBR Ridge detection Hough transform Hough transform Generalized Hough transform Structure tensor Structure tensor Generalized
Scale-invariant feature operator
Scale-invariant_feature_operator
Function in image processing
number of qualitative similarities to the way the Blum's medial axis transform provides a shape skeleton for binary images. In typical applications,
Ridge_detection
Volunteer computing project
ensuing results were already combined on the volunteers' computers via a Hough transform technique. This method matched-filtered results from 84 data segments
Einstein@Home
Romanian scientist and emeritus professor
Kiryati, N.; Eldar, Y.; Bruckstein, A.M. (1991), "A probabilistic Hough transform", Pattern Recognition, 24 (4): 303–316, Bibcode:1991PatRe..24..303K
Alfred_Marcel_Bruckstein
Italian professor, engineer and inventor
1995). "Analysis of multicomponent LFM signals by a combined Wigner-Hough transform". IEEE Transactions on Signal Processing. 43 (6): 1511–1515. Bibcode:1995ITSP
Sergio_Barbarossa
Season of television series
host the installment, while former professional dancer and judge Julianne Hough returned as co-host. Wildlife conservationist Robert Irwin and Witney Carson
Dancing with the Stars (American TV series) season 34
Dancing_with_the_Stars_(American_TV_series)_season_34
Curve in the dual projective plane made from all lines tangent to a given curve
H has a convex conjugate X* whose boundary is the dual variety H*. Hough transform Gauss map See (Arnold 1988) Edwards, J. (1892). Differential Calculus
Dual_curve
Village in England
Thornton Hough (/ˈhʌf/) is a village in the Wirral district of Merseyside, England. The village lies in the more rural inland part of the Wirral Peninsula
Thornton_Hough
estimation. Feature detection (computer vision) Scale-invariant feature transform Speeded up robust features Gradient Location Orientation Histogram Code:
Local energy-based shape histogram
Local_energy-based_shape_histogram
the second-moment matrix, M 1 2 {\displaystyle M^{\tfrac {1}{2}}} will transform the original anisotropic region into isotropic regions that are related
Harris_affine_region_detector
Notable people from Stanford Research Institute
initial exposition of the A* search algorithm and the variant of the Hough transform now widely used in computer vision for finding straight line segments
List of SRI International people
List_of_SRI_International_people
rule line paper, user can perform an underline removal operation. Hough transform is applied for this operation and user can select the correct threshold
CEDAR-FOX
Norwegian geologist (1959–2024)
2008). "Hotspotting: Principles and properties of a plate tectonic Hough transform". Geochemistry, Geophysics, Geosystems. 9 (Q08004). Washington, DC:
Pål_Wessel
Professor of Telecommunications Engineering
vol. 68, n. 2, pp. 1140-1154, February 2019, Citation & Abstract. Hough-Transform-Based Cluster Identification and Modeling for V2V Channels Based on
Antonio_Pérez_Yuste
stable extremal regions PCBR Ridge detection Hough transform Hough transform Generalized Hough transform Structure tensor Structure tensor Generalized
Kadir–Brady_saliency_detector
American television personality and model (born 1971)
Hannigan as of the 10th season. On November 25, 2008, Burke, with Derek Hough as her partner, won the seventh season of Dancing with the Stars beating
Brooke_Burke
Season of television series
Christopher Barger, Matthew Waterson, Lenore Zann, George Buza, Adrian Hough, Ross Marquand, Isaac Robinson-Smith, Gil Birmingham and Carolina Ravassa
X-Men_'97_season_2
American politician (born 1979)
Michael Joseph Hough (/hʌf/; born November 4, 1979) is an American politician who served in the Maryland Senate, representing District 4 in Frederick
Michael_Hough_(politician)
Village in Illinois, United States
fire destroyed several buildings along the north side of Main Street from Hough Street to the Northwest Line railroad tracks. As a result of these fires
Barrington,_Illinois
Highest political position in the Soviet Union
ISBN 978-0-230-20478-2. Zemtsov 2001, p. 132. Fainsod & Hough 1979, p. 126. Fainsod & Hough 1979, pp. 142–146. Trotsky, Leon (1970). Writings of Leon
General Secretary of the Communist Party of the Soviet Union
General_Secretary_of_the_Communist_Party_of_the_Soviet_Union
1998 British film
Something to Believe In is a 1998 drama film directed by John Hough and starring William McNamara, Tom Conti, and Maria Pitillo. Reports of a crying Madonna
Something to Believe In (film)
Something_to_Believe_In_(film)
Former party political authority
Fainsod & Hough 1979, p. 21. Fainsod & Hough 1979, p. 25. Fainsod & Hough 1979, p. 96. Fainsod & Hough 1979, pp. 96–97. Fainsod & Hough 1979, p. 97
Central Committee of the Communist Party of the Soviet Union
Central_Committee_of_the_Communist_Party_of_the_Soviet_Union
Social networking service owned by Meta Platforms
Archived from the original on February 20, 2008. Retrieved June 3, 2017. Hough, Andrew (April 8, 2011). "Student 'addiction' to technology 'similar to
British soldier
Gibraltar who came to notice when he married an ageing widow and was given Hough Hall in Manchester. Aytoun was known as Spanking Roger because of his love
Roger_Aytoun
American actress and dancer (born 1950)
Retrieved August 1, 2025. Montgomery, Daniel (September 12, 2021). "Derek Hough ('Dancing with the Stars') wins 3rd Emmy for Best Choreography, but he's
Debbie_Allen
2000 animated film directed by Jim Kammerud
magic to transform Melody into a mermaid. Triton prepares search parties and is convinced by Ariel and Eric to use his trident to transform Ariel back
The Little Mermaid II: Return to the Sea
The_Little_Mermaid_II:_Return_to_the_Sea
1986 film by Mike Nichols
likely to have settled over the fillips you'd enjoyed," noting that "[t]hough Ephron is a gifted and a witty light essayist, her novel is no more than
Heartburn_(film)
Wetland in Indiana and Illinois, United States
Vol. XXI, Ann Arbor: University of Michigan Press, 1936, pp. 359–396. Hough, E. "Chicago and the West", Forest and Stream, Vol. XXXVI, No. 8, February
Grand_Kankakee_Marsh
Public, coeducational high school in Cleveland, , Ohio, United States
School was a public high school located in Cleveland, Ohio serving the Hough neighborhood. It was part of the Cleveland Metropolitan School District
Martin Luther King Jr. High School (Cleveland)
Martin_Luther_King_Jr._High_School_(Cleveland)
Trinidadian rapper, singer, and songwriter (born 1982)
he did not commit", and that Hough said "I'm not saying it didn't happen, but maybe it was just a misunderstanding". Hough voluntarily dismissed the case
Nicki_Minaj
Ruling party of the Soviet Union (1912–1991)
com. Retrieved 27 March 2014. Fainsod & Hough 1979, p. 455. Fainsod & Hough 1979, pp. 455–456. Fainsod & Hough 1979, p. 458. Getty 1987, p. 27. Sakwa 1998
Communist Party of the Soviet Union
Communist_Party_of_the_Soviet_Union
2020 film by Josh Boone
Hollywood. Archived from the original on June 1, 2017. Retrieved June 2, 2017. Hough, Q.V. (August 28, 2020). "New Mutants Cast Guide: Where You Recognize The
The_New_Mutants_(film)
English statesman (1485–1540)
Jane married William Hough (c. 1527–1585), of Leighton in the Wirral Hundred, around 1550. William Hough was the son of Richard Hough (1505–1574) who was
Thomas_Cromwell
American actress and singer (born 1996)
Valentin Chmerkovskiy, finished as runners-up to Kellie Pickler and Derek Hough. Zendaya released her debut studio album, Zendaya, on September 17, 2013
Zendaya
American actor (born 1972)
from Los Angeles, California. He and his co-star from Safe Haven, Julianne Hough, performed a Safe Haven-themed showcase appearance via video on The Price
Josh_Duhamel
2022 Norwegian film
Movie Blog. Archived from the original on 2025-05-23. Retrieved 2025-09-18. Hough, Q.V. (2023-02-07). "Know the Cast & Characters: 'Viking Wolf'". Vague Visages
Viking_Wolf
travel, tourism, insurance
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travel, tourism, insurance