TY  - BOOK
AU  - Caselles,Vicent
AU  - Monasse,Pascal
ED  - SpringerLink (Online service)
TI  - Geometric Description of Images as Topographic Maps
T2  - Lecture Notes in Mathematics,
SN  - 9783642046117
AV  - QA76.9.I52 
U1  - 004 23
PY  - 2010///
CY  - Berlin, Heidelberg
PB  - Springer Berlin Heidelberg
KW  - Mathematics
KW  - Visualization
KW  - Combinatorics
KW  - Information and Communication, Circuits
N1  - The Tree of Shapes of an Image -- Grain Filters -- A Topological Description of the Topographic Map -- Merging the Component Trees -- Computation of the Tree of Shapes of a Digital Image -- Computation of the Tree of Bilinear Level Lines -- Applications
N2  - This volume discusses the basic geometric contents of an image and presents a tree data structure to handle those contents efficiently. The nodes of the tree are derived from connected components of level sets of the intensity, while the edges represent inclusion information. Grain filters, morphological operators simplifying these geometric contents, are analyzed and several applications to image comparison and registration, and to edge and corner detection, are presented. The mathematically inclined reader may be most interested in Chapters 2 to 6, which generalize the topological Morse description to continuous or semicontinuous functions, while mathematical morphologists may more closely consider grain filters in Chapter 3. Computer scientists will find algorithmic considerations in Chapters 6 and 7, the full justification of which may be found in Chapters 2 and 4 respectively. Lastly, all readers can learn more about the motivation for this work in the image processing applications presented in Chapter 8
UR  - http://148.231.10.114:2048/login?url=http://link.springer.com/book/10.1007/978-3-642-04611-7
ER  -