Pattern Recognition
Automatic thresholding of gray-level pictures using two-dimensional entropy
Computer Vision, Graphics, and Image Processing
Precision Tracking Based on Segmentation with Optimal Layering for Imaging Sensors
IEEE Transactions on Pattern Analysis and Machine Intelligence
Multiresolution Color Image Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Multiresolution-based watersheds for efficient image segmentation
Pattern Recognition Letters
Color and/or Texture Segmentation Using Deterministic Relaxation and Fast Marching Algorithms
ICPR '00 Proceedings of the International Conference on Pattern Recognition - Volume 3
Wavelet-Based Texture Segmentation of Remotely Sensed Images
ICIAP '01 Proceedings of the 11th International Conference on Image Analysis and Processing
Wavelet-based rotational invariant roughness features for texture classification and segmentation
IEEE Transactions on Image Processing
Efficient image segmentation for region-based motion estimation and compensation
IEEE Transactions on Circuits and Systems for Video Technology
Unsupervised video object segmentation and tracking based on new edge features
Pattern Recognition Letters
A new strategy for urinary sediment segmentation based on wavelet, morphology and combination method
Computer Methods and Programs in Biomedicine
Computer Vision and Image Understanding
Mining user hidden semantics from image content for image retrieval
Journal of Visual Communication and Image Representation
MICAI '08 Proceedings of the 7th Mexican International Conference on Artificial Intelligence: Advances in Artificial Intelligence
A new approach for image processing in foreign fiber detection
Computers and Electronics in Agriculture
Image segmentation based on GrabCut framework integrating multiscale nonlinear structure tensor
IEEE Transactions on Image Processing
Threshold image segmentation based on granular immune algorithm
CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference
Multichannel texture segmentation using bamberger pyramids
Journal on Image and Video Processing
Engineering Applications of Artificial Intelligence
Aerial image segmentation for flood risk analysis
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
TGSF/TLoG filter with optical flow technique for large motion detection
Machine Graphics & Vision International Journal
Real time image segmentation using an adaptive thresholding approach
CAEPIA'05 Proceedings of the 11th Spanish association conference on Current Topics in Artificial Intelligence
Fast recognition of foreign fibers in cotton lint using machine vision
Mathematical and Computer Modelling: An International Journal
Hi-index | 0.10 |
An efficient algorithm for image segmentation based on a multi-resolution application of a wavelets transform and feature distribution is presented. The original feature space is transformed into a lower resolution with a wavelets transform to derive fast computation of the optimum threshold value in a feature space. Based on this lower resolution version of the given feature space, a single feature value or multiple feature values are determined as the optimum threshold values. The optimum feature values, which are in the lower resolution, are projected onto the original feature space. In this step a refinement procedure may be added to detect the optimum threshold value. Experimental results for the proposed algorithm indicate feasibility and reliability for fast image segmentation.