ICONIP'10 Proceedings of the 17th international conference on Neural information processing: theory and algorithms - Volume Part I
CIARP'10 Proceedings of the 15th Iberoamerican congress conference on Progress in pattern recognition, image analysis, computer vision, and applications
Colour and rotation invariant textural features based on Markov random fields
Pattern Recognition Letters
Affine moment invariants generated by graph method
Pattern Recognition
Invariant pattern recognition using the RFM descriptor
Pattern Recognition
Shape description by bending invariant moments
CAIP'11 Proceedings of the 14th international conference on Computer analysis of images and patterns - Volume Part I
Space-time Zernike moments and pyramid kernel descriptors for action classification
ICIAP'11 Proceedings of the 16th international conference on Image analysis and processing - Volume Part II
Tensor method for constructing 3D moment invariants
CAIP'11 Proceedings of the 14th international conference on Computer analysis of images and patterns - Volume Part II
A new robust digital watermarking algorithm based on genetic algorithms and neural networks
ACS'11 Proceedings of the 11th WSEAS international conference on Applied computer science
Review: Plant species identification using digital morphometrics: A review
Expert Systems with Applications: An International Journal
The proof of completeness of the graph method for generation of affine moment invariants
ICIAR'10 Proceedings of the 7th international conference on Image Analysis and Recognition - Volume Part I
AMR'10 Proceedings of the 8th international conference on Adaptive Multimedia Retrieval: context, exploration, and fusion
A shape representation scheme for hand-drawn symbol recognition
MIWAI'11 Proceedings of the 5th international conference on Multi-Disciplinary Trends in Artificial Intelligence
Archaeological trace extraction by a local directional active contour approach
Pattern Recognition
Choice modeling and the brain: A study on the Electroencephalogram (EEG) of preferences
Expert Systems with Applications: An International Journal
Decomposition of binary images-A survey and comparison
Pattern Recognition
Abramowitz and stegun: a resource for mathematical document analysis
CICM'12 Proceedings of the 11th international conference on Intelligent Computer Mathematics
Adaptive key frame extraction for video summarization using an aggregation mechanism
Journal of Visual Communication and Image Representation
Object recognition using laser range finder and machine learning techniques
Robotics and Computer-Integrated Manufacturing
Rectangular decomposition of binary images
ACIVS'12 Proceedings of the 14th international conference on Advanced Concepts for Intelligent Vision Systems
Recovering projective transformations between binary shapes
ACIVS'12 Proceedings of the 14th international conference on Advanced Concepts for Intelligent Vision Systems
Speeding-up the kernel k-means clustering method: A prototype based hybrid approach
Pattern Recognition Letters
Automatic evaluation of solid state track detectors by artificial vision
Computers and Electrical Engineering
Debris removal in Pap-smear images
Computer Methods and Programs in Biomedicine
Image analysis by moment invariants using a set of step-like basis functions
Pattern Recognition Letters
Aircraft recognition using modular extreme learning machine
Neurocomputing
A proposed FPGA architecture for mean shift based object tracking with bandwidth constrained sensors
International Journal of Intelligent Systems Technologies and Applications
Color Fourier-Mellin descriptors for image recognition
Pattern Recognition Letters
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Moments as projections of an images intensity onto a proper polynomial basis can be applied to many different aspects of image processing. These include invariant pattern recognition, image normalization, image registration, focus/ defocus measurement, and watermarking. This book presents a survey of both recent and traditional image analysis and pattern recognition methods, based on image moments, and offers new concepts of invariants to linear filtering and implicit invariants. In addition to the theory, attention is paid to efficient algorithms for moment computation in a discrete domain, and to computational aspects of orthogonal moments. The authors also illustrate the theory through practical examples, demonstrating moment invariants in real applications across computer vision, remote sensing and medical imaging. Key features: Presents a systematic review of the basic definitions and properties of moments covering geometric moments and complex moments. Considers invariants to traditional transforms translation, rotation, scaling, and affine transform - from a new point of view, which offers new possibilities of designing optimal sets of invariants. Reviews and extends a recent field of invariants with respect to convolution/blurring. Introduces implicit moment invariants as a tool for recognizing elastically deformed objects. Compares various classes of orthogonal moments (Legendre, Zernike, Fourier-Mellin, Chebyshev, among others) and demonstrates their application to image reconstruction from moments. Offers comprehensive advice on the construction of various invariants illustrated with practical examples. Includes an accompanying website providing efficient numerical algorithms for moment computation and for constructing invariants of various kinds, with about 250 slides suitable for a graduate university course. Moments and Moment Invariants in Pattern Recognition is ideal for researchers and engineers involved in pattern recognition in medical imaging, remote sensing, robotics and computer vision. Post graduate students in image processing and pattern recognition will also find the book of interest.