Face and Eye Detection by CNN Algorithms
Journal of VLSI Signal Processing Systems - Special issue on spatiotemporal signal processing with analog CNN visual microprocessors
Color space analysis in color image segmentation
VIP '00 Selected papers from the Pan-Sydney workshop on Visualisation - Volume 2
Color image segmentation using fuzzy C-means and eigenspace projections
Signal Processing
Computer Vision and Image Understanding
A survey of skin-color modeling and detection methods
Pattern Recognition
Region saliency as a measure for colour segmentation stability
Image and Vision Computing
A customized Gabor filter for unsupervised color image segmentation
Image and Vision Computing
Colour image segmentation using homogeneity method and data fusion techniques
EURASIP Journal on Advances in Signal Processing - Image processing and analysis in biomechanics
A neural approach to extract foreground from human movement images
Computer Methods and Programs in Biomedicine
An automatic segmentation technique for color images based on SOFM neural network
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Unsupervised colour image segmentation applied to printing quality assessment
Image and Vision Computing
Microscopic image segmentation based on color pixels classification
Proceedings of the First International Conference on Internet Multimedia Computing and Service
Heart cavity detection in ultrasound images with SOM
MICAI'06 Proceedings of the 5th Mexican international conference on Artificial Intelligence
A robust footprint detection using color images and neural networks
CIARP'05 Proceedings of the 10th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis and Applications
A clustering approach for color image segmentation
ACIVS'05 Proceedings of the 7th international conference on Advanced Concepts for Intelligent Vision Systems
Hand detection by direct convexity estimation
ASB'03 Proceedings of the 1st international conference on Advanced Studies in Biometrics
Evaluation of color image segmentation algorithms based on histogram thresholding
VLBV'05 Proceedings of the 9th international conference on Visual Content Processing and Representation
A target-based color space for sea target detection
Applied Intelligence
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With the availability of more powerful computers it is nowadays possible to perform pixel based operations on real camera images even in the full color space. New adaptive classification tools like neural networks make it possible to develop special-purpose object detectors that can segment arbitrary objects in real images with a complex distribution in the feature space after training with one or several previously labeled image(s). The paper focuses on a detailed comparison of a neural approach based on local linear maps (LLMs) to a classifier based on normal distributions. The proposed adaptive segmentation method uses local color information to estimate the membership probability in the object, respectively, background class. The method is applied to the recognition and localization of human hands in color camera images of complex laboratory scenes