NDLI: A Novel Track-before-Detect Algorithm for Small Dim Infrared Target

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2011 International Conference on Multimedia and Signal Processing

Volume 2 - 2011

Volume 1 - 2011

Cover Art - Volume 1

Copyright Page - Volume 1

Table of Contents - Volume 1

Preface - Volume 1

Organizing Committee - Volume 1

Program Committee - Volume 1

Reviewers - Volume 1

A Contactless Power Supply System for Intra-corporeal Medical Instrumentations

Design of Synchronous Multi-channel High Performance Acoustic Data Acquisition Based on Ethernet Connection

Research on 3-D DCT Operation Based on Transformation Basic Matrix

Research on Speciality of the Print Ads Disseminaiton Based on SCE Attributes of the Luxury Brands

Speech Signal Representation via Dictionary Learning in STFT Transformed Domain

The Cell Image Segmentation Based on the K-L Transform and OTSU Method

Using the Douglas-Rachford Algorithm to Optimally Reduce the PAPR

BWT-based Data Preprocessing for LZW

Design of JPEG2000 Arithmetic Coder Using Optimized Renormalization Procedure

Enhanced Low Complex Cost Function for H.264/AVC Intra Mode Decision

Unequal Loss Protection of Embedded Streams Combining Particle Swarm Optimization and Local Search

Content Based Hierarchical Fast Coding Unit Decision Algorithm for HEVC

A 16Gbps Real-Time BF-based LDPC Decoder for IEEE 802.3an Standard

A New High-Performance and Low-Complexity Turbo-LDPC Code

Direction of Arrival Tracking under Various Degrees of Correlation

Normalized-Orthogonal Projection Beamforming Amid Heavy-Tailed Impulsive Noise of Unknown Statistics

Performance of Plased OFDM Systems for UWB Communication

A Fast SIFT Feature Matching Algorithm for Image Registration

A Method of Character Recognition Based on General Characteristic and Connected Regions

A New Method for License Plate Detection Based on Color and Edge Information of Lab Space

A Novel Track-before-Detect Algorithm for Small Dim Infrared Target

An Effective Way of 3D Model Representation in Recognition System

An Improved Binary Image Representation Method by Using Non-symmetry and Anti-packing Model with Triangles and Squares

An Improved Indirect Triangle Non-symmetry and Anti-packing Model for Gray Image Representation

Contourlet-Based Feature Extraction with LPP for Face Recognition

Empirical Learning Aided by Weak Domain Knowledge in the Form of Feature Importance

Exponential-Distance Weighted K-Means Algorithm with Spatial Constraints for Color Image Segmentation

Extended Depth-of-Field Iris Image Capture Device Based on Auto Bracketing Focus

Face Detection and Recognition Using Skin Color and AdaBoost Algorithm Combined with Gabor Features and SVM Classifier

Feature Based Stitching of a Clear/Blurred Image Pair

Pyramid-Based Multi-scale LBP Features for Face Recognition

Robust Weed Recognition Using Blur Moment Invariants

The Design of an Embedded Speech Recognition Annunciator

Two-Dimensional Neighborhood Structure Preserving Projection

A Distributed Clone Selection Algorithm with Its Application in Image Enhancement

A Perceptual Rate-Distortion Based Quantization Level Adjustment Algorithm

Bidirectional Motion Estimation Algorithm for B Picture in H.264/AVC

Consistent Mesh Segmentation Using Protrusion Function and Graph Cut

Data Parallelism Exploiting for H.264 Encoder

Efficient Wavelet-Based Compression for Hyperspectral Images Using Precompression Algorithm

Green Color Appreciation of Gemstones Based on CIE 1976 L*a*b*

Image Inpainting Using Multiscale Salient Structure Propagation

Injection Mold Design Based on Plastic Advisor Analysis Software in Pro/E

Research on Object Shape Detection from Image with High-Level Noise Based on Fuzzy Generalized Hough Transform

User-Specific Video Summarization

Analysis of Electric Signal of Plant Based on Lifting Wavelet and Correlation

Design of Quadrature Mirror Filter Banks Using Complex Half-Band Filters

The Real-Time Monitoring Tool States Based on Cross-Correlation Detection

A Hybrid Median Filter for Enhancing Dim Small Point Targets and Its Fast Implementation

A Method of Dimension Measurement for Spur Gear Based on Machine Vision

A Multimodal Biometric Recognition of Touched Fingerprint and Finger-Vein

AdaBoost Face Detection Based on Haar-Like Intensity Features and Multi-threshold Features

Image Acquisition Designing for SMT Solder Paste Deposition 3D Inspection

Object Recognition and Selection Method by Gaze Tracking and SURF Algorithm

Texel Based Regular and Near-Regular Texture Characterization

Characteristic Analysis of Infrared Target and Design of Target Detection System

Fast Layered Bit-Plane Matching for Electronic Video Stabilization

Marker-Less Human Body Tracking Using Locally Affine Invariant Contour Matching

A Gray Gradient Based Fast Training Algorithm for Face Detection

A Matching Scheme Based on Proper Vector

A Modified Wiener Filtering Method for DT-CWT Domain Image Denoising

A New Algorithm for Red Blood Cell Characteristics Image Recognition

A New PDE Model for Image Restoration

A Scrambling Algorithm of Image Encryption Based on Rubik's Cube Rotation and Logistic Sequence

Blind Detection of Eclosion Forgeries Based on Curvelet Image Enhancement and Edge Detection

Compressive Sampling with Coefficients Random Permutations for Image Compression

Construct Virtual Samples for Improving Kernel PCA

Cycle Slips Detection and Repairing to GPS Phase Observation Based on Sym4 Wavelet

Distance Metric Learning Based on Semantic Correlation Strength for 3D Model Retrieval

From Paper to Screen

New Prediction Modes for Parallel Processing of H.264/AVC

Projection Kernel Regression for Image Registration and Fusion in Video-Based Criminal Investigation

Removing Labeled Text in an Image Based on an Extended Filter in Gabor Space

Super Resolution Reconstruction via Multiple Frames Joint Learning

Virtual View Generation Method without Pre-processing Depth-Image for 3DTV

Exemplar-Based Object Removal in Video Using GMM

Author Index - Volume 1

Roster Page - Volume 1

A Novel Track-before-Detect Algorithm for Small Dim Infrared Target

Content Provider	IEEE Xplore Digital Library
Author	Bin Wu Hao Yan
Copyright Year	2011
Abstract	A novel track-before-detect filtering algorithm is proposed for small dim infrared targets with low signal-to-noise ratio under complex backgrounds. A new particle filter called Quasi-Monte Carlo sampling based Gaussian particle filter(QMC-GPF) is developed to estimate on-line the standard kinematic parameters of the target, including position and velocity, as well as the amplitude of the target. The convergence characteristic of the covariance matrix of the posterior densities propagated in the QMC-GPF is used to determine whether it is the true target. The algorithm is tested with a synthetic target in IR image sequences, and it is proved that the algorithm is capable of performing sufficiently well for dim target of SNR¨R1dB.
Starting Page	103
Ending Page	106
File Size	325206
Page Count	4
File Format	PDF
ISBN	9781612843148
e-ISBN	9781612843148
DOI	10.1109/CMSP.2011.27
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2011-05-14
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Algorithm design and analysis IR image sequence. Track-before-detect Target tracking Signal processing algorithms Particle filters Covariance matrix Approximation methods Quasi-Monte Carlo
Content Type	Text
Resource Type	Article

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