Computer vision:
- F. Rué & A. Bijaoui: A multiscale vision model adapted to astronomical images
- B.Johansson: Multiscale curvature detection in computer vision
- J. R. Parker & B. Behm: Use of Multiple Algorithms in Image Content Searches
- B. Johansson & G. Granlund: Fast Selective Detection of Rotational Symmetries using Normalized Inhibition
Mathematical morphology
- J.A. Moore, K.A. Pimbblet & Michael J. Drinkwater: Mathematical Morphology: Star/Galaxy Differentiation & Galaxy Morphology Classification
- M.H.F. Wilkinson and J.B.T.M. Roerdink: Fast morphological attribute operations using Tarjan's union-find algorithm
- L. Najman & M. Couprie: Quasi-linear algorithm for the component tree
- C. Ballester, V. Caselles & P. Monasse: The tree of shapes of an image
- P. Monasse: Morphological representation of digital images and application to registration (PhD thesis)
- P. Monasse & F. Guichard: Fast computation of a contrast-invariant image representation
- H.J.A.M Heijmans: Connected Morphological operators for Binary Images
- P. Salembier: Binary Partition Tree as an Efficient Representation for Image Processing, Segmentation, and Information Retrieval
- A.C. Jalba, M.H.F. Wilkinson & J.B.T.M. Roerdink: Morphological hat-transform scale spaces and their use in pattern classification
Image pre-processing:
Dimensionality reduction
- Principal Components Analysis
- K. Chakrabarti & S. Mehrotra: Local Dimensionality Reduction: A New Approach to Indexing High Dimensional Spaces
- W.T. Freeman & E.H. Adelson: The Design and Use of Steerable Filters
- D.L. Donoho & X. Huo: Beamlets and Multiscale Image Analysis
- J-B. Martens: The Hermite Transform-Theory
Galaxy profile modeling:
- Non-linear profile-fitting:
- Linear decomposition:
- Patrikeev et al. 2006: Analysis of spiral arms using anisotropic wavelets: gas, dust and magnetic fields in M51
- Shapelet homepage
- Goldberg & Leonard 2006: Measuring flexion
- B. Kelly & T. McKay 2003: Morphological classification of galaxies by shapelets decomposition in the Sloan Digital Sky Survey
- B. Kelly & T. McKay 2004: Morphological classification of galaxies by shapelets decomposition in the Sloan Digital Sky Survey II: Multiwavelength classification
