scholarly journals Particle Filtering for Geometric Active Contours with Application to Tracking Moving and Deforming Objects

2005 ◽  
Author(s):  
Y. Rathi ◽  
N. Vaswani ◽  
A. Tannenbaum ◽  
A. Yezzi
Keyword(s):  
Particle Filtering ◽  
Active Contours ◽  
Geometric Active Contours

scholarly journals Tracking Deforming Objects Using Particle Filtering for Geometric Active Contours

2007 ◽  
Vol 29 (8) ◽  
pp. 1470-1475 ◽  
Author(s):  
Yogesh Rathi ◽  
Namrata Vaswani ◽  
Allen Tannenbaum ◽  
Anthony Yezzi
Keyword(s):  
Particle Filtering ◽  
Active Contours ◽  
Geometric Active Contours

scholarly journals DETECTING AND DISCARDING OF SHADOWS IN IMAGE USING GEOMETRIC CONTOURS AND REGION BASED SEGMENTATION USING THRESHOLDING APPROACH

2015 ◽  
Vol 3 (2) ◽  
pp. 13-19
Author(s):  
Shanthi S ◽  
Vinothini K. R ◽  
Manikandan
Keyword(s):  
Image Matching ◽  
Feature Vector ◽  
Active Contours ◽  
Feature Representation ◽  
Shadow Detection ◽  
Image Feature ◽  
Traditional Model ◽  
Image Feature Extraction ◽  
Segmentation Methods ◽  
Geometric Active Contours

Shadow detection and removal is an important task when dealing with color outdoor images. Shadows are generated by a local and relative absence of light. Most shadow detection and segmentation methods are based on image analysis. However, some factors will affect the detection result due to the complexity of the circumstances.In this paper, a new algorithm for shadow detection and isolation of buildings in high-resolution panchromatic satellite imagery is proposed. This algorithm is based on tailoring the traditional model of the geometric active contours such that the new model of the contours is systematically biased toward segmenting the shadow and the dark regions in the image. Feature extraction a type of dimensionality reduction that efficiently represents interesting parts of an image as a compact feature vector. This approach is useful when image sizes are large and a reduced feature representation is required to quickly complete tasks such as image matching and retrieval.

Sign in / Sign up

Export Citation Format

Share Document