the two-volume set IFIP AICT 363 and 364 constitutes the refereed proceedings of the 12th International conference on Engineering Applications of Neural Networks, EANN 2011, and the 7th IFIP WG 12.5 International Conf...
ISBN:
(数字)9783642239571
ISBN:
(纸本)9783642239564
the two-volume set IFIP AICT 363 and 364 constitutes the refereed proceedings of the 12th International conference on Engineering Applications of Neural Networks, EANN 2011, and the 7th IFIP WG 12.5 International conference, AIAI 2011, held jointly in Corfu, Greece, in September 2011. the 52 revised full papers and 28 revised short papers presented together with 31 workshop papers were carefully reviewed and selected from 150 submissions. the first volume includes the papers that were accepted for presentation at the EANN 2011 conference. they are organized in topical sections on computervision and robotics, self organizing maps, classification/patternrecognition, financial and management applications of AI, fuzzy systems, support vector machines, learning and novel algorithms, reinforcement and radial basis function ANN, machine learning, evolutionary genetic algorithms optimization, Web applications of ANN, spiking ANN, feature extraction minimization, medical applications of AI, environmental and earth applications of AI, multi layer ANN, and bioinformatics. the volume also contains the accepted papers from the Workshop on Applications of Soft Computing to Telecommunication (ASCOTE 2011), the Workshop on Computational Intelligence Applications in Bioinformatics (CIAB 2011), and the Second Workshop on Informatics and Intelligent Systems Applications for Quality of Life Information Services (ISQLIS 2011).
In this paper, we present a method for pattern such as graphical symbol and shape recognition and retrieval. It is basically based on dynamic programming for matching the Radon features. the key characteristic of the ...
详细信息
ISBN:
(纸本)9783642236877
In this paper, we present a method for pattern such as graphical symbol and shape recognition and retrieval. It is basically based on dynamic programming for matching the Radon features. the key characteristic of the method is to use DTW algorithm to match corresponding pairs of histograms at every projecting angle. this allows to exploit the Radon property to include both boundary as internal structure of shapes, while avoiding compressing pattern representation into a single vector and thus miss information, thanks to the DTW. Experimental results show that the method is robust to distortion and degradation including affine transformations.
the Graphs are very powerful and widely used tool for data representation in various fields of science and engineering. Due to their versatile representational power graphs are widely used for dealing with structural ...
详细信息
In this paper we present a new database suitable for both 2D and 3D face recognition based on photometric stereo, the so-called Photoface database. the Photoface database was collected using a custom-made four-source ...
详细信息
the proceedings contain 80 papers. the topics discussed include: segmentation of coronary vessels by combining the detection of centerlines and active contour model;semi supervised feature extraction for filling seman...
ISBN:
(纸本)9781457715358
the proceedings contain 80 papers. the topics discussed include: segmentation of coronary vessels by combining the detection of centerlines and active contour model;semi supervised feature extraction for filling semantic gap in image retrieval;static Persian sign language recognition using kernel-based feature extraction;thinning based multipurpose camouflage pattern design;ultrasound medical image speckle reduction using fourth-order partial differential equation;a fuzzy bit allocation algorithm for variable bit rate video coding;a new illumination-invariant method of moving object detection for video surveillance systems;a new NSCT based contrast enhancement algorithm for amplification of early signs of ischemic stroke in brain CT images;a non local means method using fuzzy similarity criteria for restoration of ultrasound images;and a robust copyright protection scheme based on discrete cosine transform and image normalization.
Nowadays on line automatic inspection plays an important role in industrial quality management. this paper proposes a new computervision system for automatic painted car body inspection in the context of quality cont...
详细信息
the proceedings contain 56 papers. the special focus in this conference is on computervision, Robotics, patternrecognition, Financial and Management Applications of AI. the topics include: Real time robot policy ada...
ISBN:
(纸本)9783642239595
the proceedings contain 56 papers. the special focus in this conference is on computervision, Robotics, patternrecognition, Financial and Management Applications of AI. the topics include: Real time robot policy adaptation based on intelligent algorithms;a model and simulation of early-stage vision as a developmental sensorimotor process;a new discernibility metric and its application on pattern classification and feature evaluation;time variations of association rules in market basket analysis;a software platform for evolutionary computation with pluggable parallelism and quality assurance;disruption management optimization for military logistics;fuzzy and neuro-symbolic approaches to assessment of bank loan applicants;LQR-mapped fuzzy controller applied to attitude stabilization of a power-aided-unicycle;optimal fuzzy controller mapped from LQR under power and torque constraints;a novel scheme for multi-armed Bernoulli bandit problems;a multivalued recurrent neural network for the quadratic assignment problem;employing a radial-basis function artificial neural network to classify western and transition European economies based on the emissions of air pollutants and on their income;elicitation of user preferences via incremental learning in a declarative modelling environment;intelligent software project scheduling and team staffing with genetic algorithms;comparative analysis of content-based and context-based similarity on musical data and a random forests text transliteration system for Greek digraphia.
this paper presents a novel compact description of a pattern based on the interference of circular waves. the proposed approach, called "interference description", leads to a representation of the pattern, w...
详细信息
ISBN:
(纸本)9783642193088
this paper presents a novel compact description of a pattern based on the interference of circular waves. the proposed approach, called "interference description", leads to a representation of the pattern, where the spatial relations of its constituent parts are intrinsically taken into account. Due to the intrinsic characteristics of the interference phenomenon, this description includes more information than a simple sum of individual parts. therefore it is suitable for representing the interrelations of different pattern components. We illustrate that the proposed description satisfies some of the key Gestalt properties of human perception such as invariance, emergence and reification, which are also desirable for efficient pattern description. We further present a method for matching the proposed interference descriptions of different patterns. In a series of experiments, we demonstrate the effectiveness of our description for several computervision tasks such as patternrecognition, shape matching. and retrieval.
the proceedings contain 57 papers. the special focus in this conference is on computervision, Robotics, Self Organizing Maps, patternrecognition and Management Applications of AI. the topics include: ART-based fusio...
ISBN:
(纸本)9783642239564
the proceedings contain 57 papers. the special focus in this conference is on computervision, Robotics, Self Organizing Maps, patternrecognition and Management Applications of AI. the topics include: ART-based fusion of multi-modal information for mobile robots;vision-based autonomous navigation using supervised learning techniques;SOM-based clustering and optimization of production;hypercube neural network algorithm for classification;improving the classification performance of liquid state machines based on the separation property;induction of linear separability through the ranked layers of binary classifiers;subspace-based face recognition on an FPGA;neural network rule extraction to detect credit card fraud;a neuro-fuzzy hybridization approach to model weather operations in a virtual warfare analysis system;employing smart logic to spot audio in real time on deeply embedded systems;support vector machines versus artificial neural networks for wood dielectric loss factor estimation;time-frequency analysis of hot rolling using manifold learning;transferring models in hybrid reinforcement learning agents;anomaly detection from network logs using diffusion maps;a mixed method to adapt and improve their learning by neural networks used in regression contexts;evolutionary algorithm optimization of edge delivery sites in next generation multi-service content distribution networks;object segmentation using multiple neural networks for commercial offers visual search and an ensemble based approach for feature selection.
Sensor pattern noise (SPN) as the fingerprint of imaging devices, could be used as a reliable feature in digital source identification. In this paper, we introduce a new method which uses the probability model of SPN ...
详细信息
暂无评论