A heat kernel signature (HKS) is a feature descriptor for use in deformable and belongs to the group of methods. For each point in the shape, HKS defines its representing the point's local and global geometric properties. Applications include segmentation, classification, structure discovery, shape matching and shape retrieval.HKS was introduced in 2009 by Jian Sun, Maks Ovsjanikov.

It is based on, which is a fundamental solution to the. HKS is one of the many recently introduced shape descriptors which are based on the associated with the shape. And Ovsjanikov, M. And Guibas, L. 'A Concise and Provably Informative Multi-Scale Signature-Based on Heat Diffusion'. Computer Graphics Forum.

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CS1 maint: multiple names: authors list. ^ Alexander M. Bronstein (2011). 'Spectral descriptors for deformable shapes'.:.

Cite journal requires journal=. Grigor'yan, Alexander (2006). 'Heat kernels on weighted manifolds and applications'. The ubiquitous heat kernel. Contemporary Mathematics. Providence, RI: American Mathematical Society.

Pp. 93–191. ^ Aubry, M.

And Schlickewei, U. And Cremers, D. 'The Wave Kernel Signature—A Quantum Mechanical Approach to Shape Analysis'. IEEE International Conference on Computer Vision (ICCV) - Workshop on Dynamic Shape Capture and Analysis (4DMOD). CS1 maint: multiple names: authors list. Rustamov, R.M.

'Laplace–Beltrami eigenfunctions for deformation invariant shape representation'. Proceedings of the fifth Eurographics symposium on Geometry processing. Eurographics Association. Pp. 225–233. C. Ben Hamza (2013). 'A multiresolution descriptor for deformable 3D shape retrieval'.

The Visual Computer. 29 (6–8): 513–524. Bronstein, M.M.; Kokkinos, I. 'Scale-invariant heat kernel signatures for non-rigid shape recognition'. Computer Vision and Pattern Recognition (CVPR), 2010. Pp. 1704–1711. Aflalo, Yonathan; Kimmel, Ron; Raviv, Dan (2013).

'Scale Invariant Geometry for Nonrigid Shapes'. SIAM Journal on Imaging Sciences. 6 (3): 1579–1597. ^ Raviv, D. And Bronstein, M.M. And Bronstein, A.M. And Kimmel, R.

'Volumetric heat kernel signatures'. Proceedings of the ACM workshop on 3D object retrieval.

CS1 maint: multiple names: authors list. Bronstein, A.M. And Bronstein, M.M.

And Guibas, L.J. And Ovsjanikov, M. 'Shape google: Geometric words and expressions for invariant shape retrieval'. ACM Transactions on Graphics.

CS1 maint: multiple names: authors list.

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