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ICASSP
2007
IEEE
14 years 4 months ago
An Affine Invariant Function using PCA Bases with an Application to Within-Class Object Recognition
The problem of shape-based recognition of objects under affine transformations is considered. We focus on the construction of a robust and highly discriminative affine invariant...
Georgios Tzimiropoulos, Nikolaos Mitianoudis, Tani...
APAQS
2000
IEEE
14 years 2 months ago
Object Oriented Design Function Points
Estimating different characteristics viz., size, cost, etc. of sofrware during different phases of software development is required to manage the resources effectively. Function p...
D. Janaki Ram, S. V. G. K. Raju
SMA
2003
ACM
154views Solid Modeling» more  SMA 2003»
14 years 3 months ago
Discretization of functionally based heterogeneous objects
The presented approach to discretization of functionally defined heterogeneous objects is oriented towards applications associated with numerical simulation procedures, for exampl...
Elena Kartasheva, Valery Adzhiev, Alexander A. Pas...
SEMWEB
2007
Springer
14 years 4 months ago
Form-Function Reasoning for Product Shape Ontology
We present an ontology of objects, functions, and generic shape representation that supports form-function reasoning. By reasoning from the mechanical and other functions of object...
Eric Wang, Yong Se Kim
ML
2006
ACM
110views Machine Learning» more  ML 2006»
13 years 10 months ago
Classification-based objective functions
Backpropagation, similar to most learning algorithms that can form complex decision surfaces, is prone to overfitting. This work presents classification-based objective functions, ...
Michael Rimer, Tony Martinez