Algorithms for clustering data
Algorithms for clustering data
A Theory for Multiresolution Signal Decomposition: The Wavelet Representation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Watersheds in Digital Spaces: An Efficient Algorithm Based on Immersion Simulations
IEEE Transactions on Pattern Analysis and Machine Intelligence
Unsupervised Multiresolution Segmentation for Images with Low Depth of Field
IEEE Transactions on Pattern Analysis and Machine Intelligence
Handbook of Image and Video Processing
Handbook of Image and Video Processing
Digital Image Processing
Extracting Semantic Video Objects
IEEE Computer Graphics and Applications
Multiresolution Color Image Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Image segmentation using evolutionary computation
IEEE Transactions on Evolutionary Computation
A multiresolution image segmentation technique based on pyramidal segmentation and fuzzy clustering
IEEE Transactions on Image Processing
Semiautomatic segmentation and tracking of semantic video objects
IEEE Transactions on Circuits and Systems for Video Technology
Efficient image segmentation for region-based motion estimation and compensation
IEEE Transactions on Circuits and Systems for Video Technology
Fast image segmentation based on multi-resolution analysis and wavelets
Pattern Recognition Letters
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
Unsupervised multiscale segmentation of color images
Pattern Recognition Letters
Using resolution pyramids for watershed image segmentation
Image and Vision Computing
Robust watershed segmentation using wavelets
Image and Vision Computing
Proceedings of the International Conference & Workshop on Emerging Trends in Technology
Color texture image segmentation based on neutrosophic set and wavelet transformation
Computer Vision and Image Understanding
Fuzzy sets theory based region merging for robust image segmentation
FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part I
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This paper presents an efficient method for image segmentation based on a multiresolution application of a wavelet transform and watershed segmentation algorithm. The procedure toward complete segmentation consists of four steps: pyramid representation, image segmentation, region merging and region projection. First, pyramid representation creates multiresolution images using a wavelet transform. Second, image segmentation segments the lowest-resolution image of the pyramid using a watershed segmentation algorithm. Third, region merging merges the segmented regions using the third-order moment values of the wavelet coefficients. Finally, the segmented low-resolution image with label is projected into a full-resolution image (original image) by inverse wavelet transform. Experimental results of the presented method can be applied to the segmentation of noise or degraded images as well as reduce over-segmentation. In addition, we applied our method to human face detection with accurate and closed boundaries.