NDLI: Study on SAR target recognition based on Support Vector Machine

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2015 IEEE 5th Asia-Pacific Conference on Synthetic Aperture Radar (APSAR)

Conference Proceedings of 2013 Asia-Pacific Conference on Synthetic Aperture Radar (APSAR)

2011 3rd International Asia-Pacific Conference on Synthetic Aperture Radar (APSAR)

2009 2nd Asian-Pacific Conference on Synthetic Aperture Radar

Imaging and locating multiple ground moving targets based on keystone transform and FrFT for single channel SAR system

3-D back-projection imaging in circular SAR with impulse signal

An eigenspace-like algorithm for multibaseline InSAR phase unwrapping

Research on parallel processing of SAR imaging algorithm

A track-to-track association algorithm with chaotic neural network

Feature extraction method for micro-Doppler using LFM

SAR image retrieval based on Gaussian Mixture Model classification

Derivation of bald earth digital elevation models with X band airborne InSAR

Polarimetric SAR image classification using Multiple-Component Scattering Model and Support Vector Machine

Unsupervised SAR image segmentation based on quantum-inspired evolutionary gaussian mixture model

Study on outline extraction for ground buildings in high resolution SAR images

SAR image segmentation using quantum clonal selection clustering

Change detection based on image segment and fusion in multitemporal SAR images

A novel registration method for interferometric SAR images

A new orbit fitting algorithm of space-borne SAR based on householder transformation

Downward-looking 3D-SAR with dual-transmit and multiple-receive linear array antennas based on time and waveform diversity

Imaging model of forward-looking ground penetrating radar with split-aperture transmitting configuration

Investigation on converse beam cross sliding spotlight SAR

Experimental analysis of vehicle imaging verification of airborne SAR system

C-Band multi-polarimetric SAR and the flight experiment of land and sea

Angle and doppier ambiguity mitigation for spaceborne sparse array GMTI radar

Analysis of bistatic ground clutter characteristics and effects on space-time adaptive processing

Study on synthetic aperture imaging lidar based on a laboratory-scale sliding guide system

Investigation on spatial resolving capability of bistatic SAR

Azimuth resolution acquisition through trajectory optimization for a SAR seeker

Research on application of unmanned aerial vehicles borne SAR

Hard-in-loop polarization linear SAR imaging system

A flexible baseband SAR ground moving targets simulator design and experimental results

Radar echo simulation system with flexible configuration

A two-level simulator for spaceborne SAR

Data simulation system of distributed spaceborne SAR

A novel method of SAR simulation based on non-equidistant interpolation algorithm

A semi-physical simulator of an airborne UWB SAR

Simulation of ISAR imaging of launch vehicle in boost phase

Simulation of along-track interferometric synthetic aperture radar images of Kelvin wakes

A multilevel interferometric SAR simulator

Envelope simulation by MATLAB-compatible models of a SAR system

A generalization of multiple and high-order scattering formulations in models for rough surface scattering

Simulation of interferograms for multi-baseline InSAR study

A new processing flow of digital beam-forming for IF signal

Polarization property of scanning slot phased array

An optimization algorithm in shaped-beam antenna arrays

Broadband digital beamforming based on fractional delay in SAR systems

Study on antenna beam pointing estimation for beam synchronization of formation flying satellites InSAR system

Pattern synthesis with desired magnitude response for arbitrary arrays

Study on a fast measurement and identifying malfunction elements in phased array antennas

Research and implement of key technology of Wideband Digital Receiver

Mismatch network in active radar transponder

C-band solid state T/R module design for SAR application

Design and simulation analysis of polarimetric interferometric synthetic aperture radar

Cross-range calibration of interferometric ISAR under a condition of phase ambiguity

A method for the measurement and analysis of SAR signal random phase error

Design and optimization of combined modulation waveform using genetic and simulated annealing algorithm

Method of chirp-subpulse stepped frequency signal range profile based wavelet transform at low altitude

A digital down conversion of WB radar based on intersection of spectrum

SAR Doppler frequency rate estimation based on time-frequency rate distribution

Maximum likelihood method for time-delay estimation of multiple echoes

An optimization modal for spectral shift estimation

A miniature implementation of air-born SAR real-time processing

Improved FPGA implementation of particle filter for radar tracking applications

A multi-mode UAV SAR real-time signal processor system

Study on the Impact of Operating Point on Transmission Efficiency and Harmonic Suppression of T/R Module Based on Wide Bandgap Semiconductor

An improved wavenumber domain algorithm for circular SAR and cylindrical reconstruction areas

A modified omega-K algorithm for missile-borne SAR imaging with the dive trajectory

A novel algorithm for repeated trajectory bistatic spotlight SAR imaging

A new fast 2-D superresolution imaging algorithm

A new deramping algorithm for airborne squint-mode spotlight SAR data processing

Compressive Sensing in ISAR spectrogram data transmission

Coherent single range Doppler interferometry algorithm for high-speed spinning targets 2D imaging

New development of ECS algorithm for SAR imaging processing

Research on high resolution SAR based on frequency-stepped chirps

Study on dual-stripmap imaging algorithm for airborne circular-scanning SAR data processing

SAR imaging of multiple ships based on compressed sensing

Refined chirp scaling algorithm for parallel-track bistatic SAR

Application of two-dimensional time-domain correlation method to stepped-frequency radar motion compensation

SAR autofocus based on the instantaneous frequency estimation

High azimuth resolution wide swath imaging based on the intrapulse spotlight SAR

Taylor expansion and its application in missile-borne SAR imaging

Apply super-SVA to Stepped-frequency chirp signal processing based on dechirp method

SAR signal based motion compensation through combining PGA and 2-D map drift

Synthetic bandwidth method for SAR in deramp-on-receive mode

Fast compressive sensing radar imaging based on smoothed l0 norm

An advanced 2-D spectrum for high-resolution and MEO spaceborne SAR

Study on SAR image formation for aspect-dependent scatterers

Research on the near range imaging of Ground-based SAR system

Phase imbalance compensation in SAR/ISAR quadrature demodulation

Micro-Doppler analysis and imaging of air-planes with rotating parts

ISAR imaging for rapidly spinning targets

A new ISAR range alignment method based on particle swarm optimizer

Airship radar imaging for stationary and moving targets based on thinned array and code division signal

ISAR imaging of ship target based on LMSF signal

Research on motion compensation algorithm for stepped frequency ISAR

Effects of amplitude and phase errors on 2-D MUSIC and 2-D ESPRIT algorithms in ISAR imaging

Range-time backprojection for 3D shape estimation of small space debris

A new method of ISAR motion compensation based on genetic algorithm

Application of compressed sensing in sparse aperture imaging of radar

ISAR imaging with linear array-antenna

Extended SIFFT algorithm for bistatic forward-looking SAR

Range Doppler algorithm for bistatic missile-borne forward-looking SAR

Evaluation of analytic point target spectra for bistatic SAR

A new kind of RMA for translational invariant bistatic SAR configuration

Frequency scaling algorithm for One-Stationary Spotlight Bistatic SAR imaging

A MTRC correction algorithm in Bistatic ISAR

Micro-Doppler analysis of vibrating target in bistatic radar

The chirp scaling algorithm of arbitrary formation bistatic SAR imaging

Focusing Bistatic Circular SAR data using polar format algorithm

Algorithm based on data adaptive processing to compensate clutter range dependence for bistatic radar

Research on imaging of ship target based on bistatic ISAR

A SAR imaging algorithm for unparallel bistatic configuration

A robust estimation method for InSAR interferometric phase

A new synthesis algorithm for InSAR phase unwrapping

3-D stereometrie impulse SAR imaging

3D ISAR imaging based on MIMO radar array

A method for CLSAR 3-D imaging based on backprojection and beamforming

Geometrie feature-based image co-registration approach for InSAR

An image co-registration method for wide-swath and high-resolution spaceborne InSAR

A compensation method for baseline length variation in InISAR imaging

A research on the SAR interferogram noise reduction with the application of wavelet transforms

Downward-Looking 3-D linear array SAR imaging based on Chirp Scaling algorithm

An approach to reduce the number of tracks for MB-SAR 3D imaging

First deformation results using the NASA/JPL UAVSAR instrument

Ground moving target indication for MIMO-SAR

Ground moving target displacement compensation for DPCA based SAR-GMTI system

A robust approach to ground moving target detection and localization for multi-channel SAR system

Array configurations and space-time adaptive processing for spaceborne distributed GMTI radar

A new channel equalization method adapted low signal-noise ratio

A novel method of SAR multiple moving targets detection and parameter estimation

Performance analysis of long-time coherent integration for moving targets

Doppler ambiguity resolving for SAR ground fast moving target indication

Local cell-averaging fast CFAR for multi-target detection in high-resolution SAR images

A signal processing method for airborne three-channel SAR-GMTI

Far-field limit of PFA for SAR moving target imaging

A non-homogeneous STAP approach combined with RD-ATI technique

A mosaic method for airborne SAR image based on location

Researches on deployment scheme of SAR jammers in important place protection

Research on deceptive jamming technologies against SAR

Study on target pose and deception jamming to ISAR

A new method for evaluation of jamming effect on ISAR

An improved ATI method on airborne SAR ground slow moving target detection

Jamming suppression in Dual-channel PolSAR

Study on quantitative efficiency evaluation for deception jamming to ISAR

Anti-jamming property of converse beam cross sliding spotlight SAR

Imaging methods for detection of airfield runway disaster

Performance analysis of bootstrap based distributed detector under correlated K-distributed clutter

A new approach to range spread target detection based on information entropy

Fractional Fourier transform and its application to SAR imaging of moving targets

Detection of ships using sub-aperture airborne PolSAR data

A novel double-pulse detection method for aircraft target in ISAR

A fast order method on OS-CFAR detector in SAR images

A new change detection algorithm for SAR images

A new method for polarimetric SAR image classification

Unsupervised polarimetric SAR image classification using fisher linear discriminant

Unsupervised classification for compact polarimetric SAR data using m-δ decomposition, SPAN and the Wishart classifier

A hybird vegetation height inversion method for dual frequency PolInSAR

Polarimetric sscattering for information retrieval of SAR imagery

ALOS-PALSAR Quad. Pol. images and their applications

SAR images reconstruction based on Compressive Sensing

Spotlight SAR images restoration based on tomography model

Scattering and image simulation for reconstruction of 3D PEC objects concealed in a dielectric box

A contourlet-based interpolation restoration method for super-resolution of SAR image

An approach for ionospheric effects reducing on SAR imaging

Geo-location error correction using sensor parameters extracted from spaceborne SAR raw data

The despeckling of SAR image based on the curvelet transform

A multiscale kernel approach to speckle suppression for SAR images

SAR image despeckling based on wavelet kernel transform and Gaussian scale mixture model

A novel quadrature demodulation based on shifted matched filter in SAR imaging processing

Bayesian nonlocal means filter for SAR image despeckling

Analysis of the polarimetric parameters of representative targets and its application to land use classification

Raw SAR data compression by structurally random matrix based compressive sampling

Low bit-rate SAR image encoding using Bandelets with adaptive quadtree partition

Improvement of Bandelets in cost function and coding strategy for SAR image compression

Statistical analysis to assess building damage in 2008 Wenchuan earthquake from multi-temporal SAR images

Urban area extraction in airborne SAR imagery based on the parameter of $G^{O}$ distribution

Application of spaceborne SAR imagery in monitoring green algae

Comparison of ALOS PALSAR RVI and Landsat TM NDVI for forest area mapping

Relationship between SAR and biomass derived from LiDAR in Mountain areas

PALSAR interferometry for urban subsidence monitoring: An experiment in Shanghai area

Preliminary analysis on characteristics of co-seismic deformation field of the Gêrzê earthquake (Ms6.9) from ascending and descending pass ASAR radar interferometry

Precision evaluation and characteristics analysis of the coseismic deformation field of the $12^{th}$ may 2008 Wenchuan Ms8.0 earthquake

Flooded area detection using multi-temporal TerraSAR-X data

The Super-Resolution Range Imaging Based on multiband wideband signal fusion

A multi-baseline data fusion algorithm for distributed satellites SAR interferometry by combining iterative and maximum-likelihood methods

A SVR-based SAR target azimuth fusion estimation

Optimal projection space method for SAR target recognition

Texture feature coding method for SAR automatic target recognition with adaptive boosting

Novel approach of SAR target classification utilizing aspect information

Synthetic aperture radar identification based on information fusion

Unsupervised image segmentation based on Nonsubsampled Contourlet hidden Markov trees model

Unsupervised classification of PolSAR data using Freeman decomposition and fuzzy clustering

Two-stage sequence classification of PolInSAR imagery

An automatic bridge detection technique for high resolution SAR images

CASpatch: A SAR image simulation code to support ATR applications

A fast algorithm based on two-stage CFAR for detecting ships in SAR images

The automatic judgment for SAR change detection

SAR image segmentation based on Gabor filters of adaptive window in overcomplete brushlet domain

Turbo-like Iterative Thresholding for SAR image recovery from compressed measurements

SAR image segmentation using kernel density estimation on region adjacency graph

SAR image segmentation based on Immune Greedy Spectral Clustering

An iterative segmentation algorithm of SAR image based on support vector machine

A new constrained spectral clustering for SAR image segmentation

Particle filter based approach to road detection in multiband SAR images

SAR image tracking based on moment invariants correlation and genetic algorithm

A change detection algorithm based on object feature for SAR image

A class of sharpness measures

ICSA based projection pursuit clustering with LDA index and its application in SAR image segmentation

The information extraction algorithm for a traffic detection radar using ISAR principle

Study of internal wave retrieval precision from SAR images under varying wind and radar observation conditions

Different HH-to-VV polarisation models' performance in retrieving wind speed using Radarsat2 image mode data by CMOD5

The measurement of surface waves by spaceborne SAR, airborne SAR and buoy along the coast of Hainan

Research on detection of internal wave area based on power spectrum in SAR image

The development and performance of the prototype coded ARC

Research on the equivalent nadir point of bistatic SAR with geostationary illuminator and LEO or UAV receivers

Forward scattering micro radars for situation awareness

Fast simulation of raw signals from natural scenes for squint stripmap SAR

A new quick-look method for spaceborne SAR simulation

Electromagnetic simulation of radar echo from ocean surface by Physical Optics method

Method of resolving ambiguity for sparse array via modified sparse even array based on MUSIC algorithm

High gain linear polarization microstrip antenna with four element electromagnetically coupled patch

Super broad band based on adaptive frequency selective surface for SAR

Analysis of phase noise effect on noncooperative wideband bistatic receiver

Design of T/R-module for the ultra-wide-band multi-function AESA

Experiment research on scattering characters of passive calibrator for high resolution SAR calibration

Research on efficient calibration techniques for airborne SAR systems

Diversified MIMO SAR waveform analysis and generation

Design of modified spectrum filter based on Mismatched Window for NLFM signal

Research on synthetic aperture radar imaging characteristics of point targets

A novel coherent compensation method for multiple radar signal fusion imaging

Research on FMCW SAR signal characteristic and improved azimuth matched filtering algorithm

Research on tactical indexes of anti-SAR equipment in position protection

Code sequence synchronisation for SAR radiometric calibration

Realization and comparison of QRD algorithms for STAP

Effectivenessand uniqueness conditions for 2-D MUSIC algorithm used in ISAR imaging

A reformative method of SAR range bandwidth synthesizing and error compensation

Fletcher-reeves Conjugate Gradient for Sparse Reconstruction: Application to image compressed sensing

A new expression of Bi-SAR point target reference spectrum

Omega-k algorithm for bistatic spotlight SAR imaging

Research on application of Keystone transform in radar

Research on the azimuth ambiguity of phased array sliding spotlight mode SAR

Rotating velocity estimation for ISAR via point feature extraction on range-Doppler images

Methods for the rotation of ISAR images

Two-step motion compensation of range migration algorithm for airborne spotlight SAR imaging

Imaging study for MMW high squint azimuth scan SAR

Evaluation of jamming effectiveness on ISAR system

Detection of the ship wakes from SAR image based on localized Radon Transform

Comparison of several methods for high speed detection target with narrow bandwidth

A new method of SAR images geometric rectification under undulate areas based on the application of navigation

Urban change detection using coherence and intensity characteristics of multi-temporal SAR imagery

The application of image registration based on genetic algorithm with real data

Analysis of Barrage-type jamming J/S isosurface to Bistatic SAR

Parameter assessment for texture feature quality evaluation in SAR ocean image

Study on SAR target recognition based on Support Vector Machine

Application of assistant knowledge to detect and recognize target in SAR imagery

Research on statistical analysis of SAR images

Performance comparison of target classification in SAR images based on PCA and 2D-PCA features

Change detection in SAR image based on multisacle product and PCA

Radar target recognition based on combined features of high range resolution profiles

Road extraction in remote sensing images based on Nonsubsampled Contourlet Transform

Adaptive filtering for INS/SAR integrated navigation system

Range-Doppler measurements based target locating for active radar seekers

Novel evaluation method of jamming effect on ISAR based on target detection

A beam-splitting approach to measuring microwave backscattering coefficient (σ°) and its application

The new criterion to evaluate SAR jamming effect based on the statistical distinction

Plenary session

Table of contents

2007 1st Asian and Pacific Conference on Synthetic Aperture Radar

Study on SAR target recognition based on Support Vector Machine

Content Provider	IEEE Xplore Digital Library
Author	Wu Tao Chen Xi Ruang Xiangwei Niu Lei
Copyright Year	2009
Description	Author affiliation: No.38 Research Institute of China Electronic Technology Corporation, Hefei, 230031, China (Wu Tao; Chen Xi; Ruang Xiangwei; Niu Lei)
Abstract	This paper studies MSTAR SAR target recognition with Support Vector Machine (SVM) classifier by using Principal Component Analysis (PCA) features, without consideration of errors in target aspect angle estimation. A good strategy is proposed to avoid errors in classifier selection for the errors in estimation of aspect angle. The experiments based on MSTAR data set show perfect results.
Starting Page	856
Ending Page	859
File Size	168042
Page Count	4
File Format	PDF
ISBN	9781424427314
DOI	10.1109/APSAR.2009.5374190
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2009-10-26
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Support vector machines Constraint optimization Estimation error Image segmentation Image recognition Target recognition Support vector machine classification Radar imaging Error correction SVM Principal component analysis PCA
Content Type	Text
Resource Type	Article

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