NDLI: Bayesian learning for object based image segmentation

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2015 IEEE 7th International Conference on Cybernetics and Intelligent Systems (CIS) and IEEE Conference on Robotics, Automation and Mechatronics (RAM)

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2006 IEEE Conference on Cybernetics and Intelligent Systems

IEEE Conference on Cybernetics and Intelligent Systems, 2004.

Volume 2 - 2004

2004 IEEE Conference on Cybernetics and Intelligent Systems (IEEE Cat.04EX912)

2004 IEEE Conference on Cybernetics and Intelligent Systems - Title

Table of contents

Satisfactory design of cogeneration system using genetic algorithm

Improved clearance of flight control laws using hybrid optimisation

Real-time genetic lips region detection and tracking in natural video scenes

Incremental evolution of autonomous controllers for unmanned aerial vehicles using multi-objective genetic programming

Multi-ob ective satisfactory ptimi ation method

A pareto based multi-objective genetic algorithm for scheduling of FMS

Optimization of a hard disk drive servo system using multiobjective genetic algorithm

Pareto archived simulated annealing for permutation flow shop scheduling with multiple objectives

Multi-objective genetic algorithms for scheduling mateiral handling equipment at automated air cargo terminals

Neural network-based improvement in class separation of physiological signals for emotion classification

An evaluation of the level of daily activities: LDA using neural networks for medical treatment

Robust neural network controller design for a biaxial servo system

Single exponential smoothing method and neural network in one method for time series prediction

Hands-free control of power wheelchairs using Bayesian neural network classification

Performance oriented anti-windup for a class of neural network controlled systems

Dynamic power system harmonic detection using neural network

Bayesian learning for object based image segmentation

Automatic detection of hilum and parenchymal bands on HRCT lung images

The utilization of closing algorithm and heuristic information for broken character segmentation

Analog CMOS circuit implementation of motion detection with wide dynamic range based on vertebrate retina

A system for automated BGA inspection

Channel assignment optimisation using a hyper-heuristic

Speed limit traffic sign detection and recognition

Expert system to calculate the coefficient of friction - an approach to enhance traffic safety

Color detection and segmentation for road and traffic signs

Real-time road following in natural terrain

Visual 3D target tracking for autonomous vehicles

Sentient autonomous vehicle using advanced neural net technology

Evolutionary algorithm and threshold accepting algorithm for scheduling in two-machine flow shop with lot streaming

Task scheduling based on probabilistic constraint propagation for distributed workflow enactment

Concept mining for distributed alliance in multi-agent based virtual enterprises

Hoprield neural network approach for single machine scheduling problem

An effective two-phase dynamic capacity allocation methodology for production resources

The influence parameters /spl beta//sub 1 / and /spl beta//sub 2 / have on bibeta spline curved surface

An APS architecture for web services flased enterprise integration

Design of mnitiple-level tree classifiers for intrusion detection system

A security blueprint for e-business applications based on the three-tier architecture

Power system harmonics measurement using graphical programming tool

Performance of SCTP over high speed wide area networks

Intention recognition of a human commanding a mobile robot

Clustered water and bio-signal networks

Intelligent vehicle airbag controller design

Perception management for the guidance of unmanned vehicles

Hybrid intelligent models for visual servoing

Can end inspection using neuro-fuzzy modeling

Detection of volatile organic compounds using quartz crystal microbalance sensor array and artificial neural network

Adaptive neuro-fuzzy identification method of Hammerstein model

Cluster separation index suggests usefulness of non-motor EEG channels in detecting wrist movement direction intention

Autonomous virtual human research for dialog system

Reciprocating vision and auditory sensation through network - constructing virtual air hokkey game

Toward construction of a mobile system with long-range RFID sensors

Adaptive sensor-planning algorithm with Q-learning

Man and machine bidirectional communication interface using voice and pointing action

Classification of phases in human motions by neural networks and hidden Markov models

Adaptation to changes in multimodal biometric authentication

Analysis of human hand impedance regulation ability

A query by musical impression system using N-gram based features

Analysis of human wrist joint impedance: Does human joint viscosity depend on its angular velocity?

Development of a tactile camera for deformable surfaces

3D object recognition system using multiple views and cascaded multilayered perceptron network

Improvement on classification performance based on multiple reduct ensemble

Faster optimization of SVR hyperparameters based on minimizing cross-validation error

Web page checker using psychological word database

Performance analysis of a statistical and an evolutionary neural network based classifier for the prediction of industrial bankruptcy

Rough sets method for SVM data preprocessing

Neuro-genetic energy management for hybrid fuel cell power train

Automatic acquisition of dialog strategies for concept learning through interaction among agents

Modelling knowledge based systems using the executable modelling framework (XMF)

Interactive email filtering learning from misclassified examples

Interior coordination using case-based reasoning and constraint satisfaction paradigm

An efficient turnkey agent for repeated trading with overall budget and preferences

Reasoning relation among RDF/RDFS resources using PROLOG rules and facts

Descriptive vs. machine-learning models of vastus lateralis in FES-induced knee extension

Exploiting Petri net graph to model the FSM of modulo-P counter

Knowledge-based collaborative decision making system for product design

Efflcient incremental decision tree generation for embedded applications

Modeling the decision process of the lane-change maneuver using a situation-operator model

Personalized learning and decision for multimodal biometrics

Decision making of selecting manufacturing partner based on the supply chain: study on TOPSIS method application

Research on the reconstruction method of B-spline surface based on radius basis function neural networks

A semi-supervised classification method based on transduction of labeled data

The application of edge feature in automatic sports genre classification

To apply fuzzy theory in the control of weld line of plastic injection-molding

Design of single-row layouts for flexible manufacturing systems using genetic algorithm and simulated annealing algorithm

ANN-GA approach of credit scoring for mobile customers

A new evaluation model for human-computer interaction

Expert system for flame analysis

Automated neural-ware system for stock market prediction

The spatial-domain encryption of digital images based on high-dimension chaotic system

Intelligent negotiation based on individual mental factor

INS/GPS/Pseudolite integrated navigation for land vehicle in urban canyon environments

The analysis of the dynamic equilibrium in nonlinear control system

Negotiation in a multi-dimensional CBR system

Topology analysis for safety conscious production systems

XFC - XML based on fuzzy clustering - method for personalized user profile based on recommendation system

Sensor fusion system for improving the recognition of 3D object

A context-aware system in ubiquitous environment: a research guide assistant

Fuzzy logic based control of rotor motion in active magnetic bearings

Neural network models for analysis and prediction of raveling

A primal neural network for solving nonlinear equations and inequalities

Engineering intuition for designing multi-robot search and rescue solutions

Development and preliminary study of the NTU lower extremity exoskeleton

Building intelligent system: learning from the Cortico-Hippocampal network

An application of SVM, RBF and MLP with ARD on bushings

A nozzle selection heuristic to optimise the hybrid pick and place machine

A single lag smoothing technique for track maintenance in clutter

Hybrid rule-extraction from support vector machines

Turntable-based 3D object reconstruction

Service integration in distributed control systems: an approach based on fusion of mereologies

A new fuzzy-competitive algorithm for removing impulsive noises in digital images

An AR model based on a fuzzy approach for traffic modeling

Learning and recognizing behavioral patterns using position and posture of human

Clinical diagnosis support system based on symptoms and remarks by neural networks

Adding QoS to web service transaction management

A chaos-GFRF based fault diagnosis method

Application of fuzzy rules adjustable algorithm to vehicle active suspension system

Adaptive fuzzy control of ship autopilots with uncertain nonlinear systems

A predictive modeling for blast furnace by integrating neural network with partial least squares regression

Choquet fuzzy integral-based identification

Approximations of large rule Takagi-Sugeno fuzzy controller by four rule Takagi-Sugeno fuzzy controller

Extraction of system dynamics of a nonlinear system using neural networks

A type-2 fuzzy neural model based control of a nonlinear system

Fuzzy discrete event supervisory control capable of temporal reasoning in urban traffic management

Induction machine broken bar detection using neural networks based classification

Feature selection using genetic algorithm and it's application to face recognition

AN ANN based approach to improve the distance relaying algorithm

Development of a vector-based fuzzy logic approach for motion planning

A new proxy blind signature scheme with warrant

An adaptive fuzzy model based process state identification for prediction and control

An unconstrained optimal set of discriminant vectors

A hybrid scheme for off-line Chinese signature verification

Volume 1 - 2004

Bayesian learning for object based image segmentation

Content Provider	IEEE Xplore Digital Library
Author	Zhen Jia Balasuriya, A.
Copyright Year	2004
Description	Author affiliation: Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ. (Zhen Jia; Balasuriya, A.)
Abstract	This paper proposed an algorithm using Bayesian on-line learning for object based video image segmentation. First the strengths of image pixel's spatial location, color and motion segments are weighted and then unified in one framework for image clustering and segmentation. Here, the appropriate modeling of probability distribution functions (PDF) of each feature cluster is obtained through Gaussian distribution. In this paper, unsupervised Bayesian learning is implemented to identify these distribution parameters. The online Bayesian learning process is carried out with the previous clustered image pixels information and feature clusters Gaussian PDF information. This algorithm has shown good results on different video files.
Starting Page	763
Ending Page	768
File Size	1163576
Page Count	6
File Format	PDF
ISBN	0780386434
DOI	10.1109/ICCIS.2004.1460684
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2004-12-01
Publisher Place	Singapore
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Bayesian methods Image segmentation Pixel Clustering algorithms Robustness Unsupervised learning Parameter estimation Gaussian distribution Pattern recognition Training data
Content Type	Text
Resource Type	Article

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