Kyle Brocklehurst

Publications6
h-index4
Citations245
Highly Influential Citations42
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Deformed Lattice Detection in Real-World Images Using Mean-Shift Belief Propagation
TLDR
We formulate the 2D lattice detection as a spatial, multitarget tracking problem, solved within an MRF framework using a novel and efficient mean shift belief propagation (MSBP) method. Expand
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Image De-fencing Revisited
TLDR
We introduce a novel image defencing method suitable for consumer photography, where plausible results must be achieved under common camera settings. Expand
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Translation-Symmetry-Based Perceptual Grouping with Applications to Urban Scenes
TLDR
A novel 2D translation symmetry-based method of perceptual grouping is presented that shows superior performance in terms of detecting single and multiple lattices in an image over the state-of-the-art algorithm. Expand
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First Sym Etition: Metry Detection Comp Summary and Results
Symmetry is a pervasive phenomenon presenting itself in all forms and scales in natural and manmade environments and its detection plays an essential role at all levels of human as well as machine… Expand
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Translation Symmetry-based Perceptual Grouping for Urban Scene Understanding
One of the important findings in human vision system is perceptual grouping, the mechanism in which visual elements are organized into coherent groups. Though it is generally acknowledged to be a… Expand
Deformable Contour Tracking using Hidden Markov Models
I. INTRODUCTION Object tracking is useful in many applications, and it is an active research area of computer vision. It is commonly used in human computer interaction and visual surveillance… Expand