[PDF] Top 20 SAR Image Target Detection Method Based on Sparse Representation
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SAR Image Target Detection Method Based on Sparse Representation
... typical method of which is SVD dictionary ...is based on vector clustering quantification idea which apply the optimization method to the construction of over- complete dictionary, with the original ... See full document
6
Pavement crack characteristic detection based on sparse representation
... crack detection and main profile ...this image is processed by center coordinates ex- traction, calibration, we can obtain the profile of the pave- ...the sparse representation method ... See full document
11
Research on Algorithms of SAR and Optical Image Fusion
... Multi-source image fusion has increased. SAR and optical images have their own characteristics, quite different from each ...of SAR image feature information and reduce the spectral ...in ... See full document
9
Analysis of the ship target detection in high resolution SAR images based on information theory and Harris corner detection
... into SAR target detection and it has obtained some good ...ship detection method in SAR images based on visual attention model according to the prior knowledge that ships ... See full document
9
Image Inpainting Based on Sparse Representation with Histogram Dictionary
... inpainting method based on sparse ...i.e. based on sum and similarity based on max, are proposed for comparing the similarity between the target patch and the all candidate ... See full document
11
SAR image target detection in complex environments based on improved visual attention algorithm
... a SAR image with weak targets. But compressing an image to different rates and keeping important information is of importance for the visual attention ...for target detec- tion. Since the ... See full document
8
Target detection and recognition in SAR imagery based on KFDA
... in SAR image ...vehicle detection method based on KFDA and a vehicle recognition method based on the improved ...our detection method does not need any prior ... See full document
22
Ship Detection in SAR Image Based on Information Geometry Method
... ship detection from synthetic aperture radar (SAR) images, a novel strategy increasing robustness when using local adaptive threshold is ...fusion detection model based on a combination of the ... See full document
10
A learning-based target decomposition method using Kernel KSVD for polarimetric SAR image classification
... searching sparse codes efficiently and include efficient sparse coding algorithm [6], KSVD algorithm [7] and online dictionary ...iterative method that alternates between the sparse coding of ... See full document
9
A novel visual attention method for target detection from SAR images
... able method for SAR image interpretation, but it is labor- intensive and ...man-made target is higher than that of the background, and the features of intensity, orientation, texture and so on ... See full document
13
A Review on Automatic Target Recognition and Detection Image Preprocessing Approaches for SAR Images
... the detection of underwater targets in synthetic aperture sonar (SAS) imaging is ...near-real-time detection of proud targets in measuring device information aboard an autonomous underwater vehicle (AUV) ... See full document
7
A REVIEW ON AUTOMATIC TARGET RECOGNITION AND DETECTION IMAGE PREPROCESSING APPROACHES FOR SAR IMAGES
... the detection of oil spills within the marine atmosphere, as they're freelance of sun lightweight and weather-induced ...radio detection and ranging Polari metric options for operational oil spill ... See full document
9
Deblurring license plate images with kernel estimation
... with sparse representation. A digital image processing method is based on sparse representation to identify the blurred images from the license plate for fast moving ... See full document
9
Target detection in complex scene of SAR image based on existence probability
... the detection rate (DR) and the false alarm rate (FAR) of these ...the target information was corrupted, the performance of all algorithms in ...results based on the CA–CFAR method, whereas ... See full document
10
Time Domain Sparse Representation for Multi-Aspect SAR Data of Targets
... Abstract—Sparse representation is the fundamental technology of compressive sensing, sparse three- dimensional (3-D) imaging, and dictionary-based parameter ...Typical sparse ... See full document
8
Parameter estimation for SAR micromotion target based on sparse signal representation
... motion target imaging ...filtering method, called filtered back projection, was proposed by Cheney ...Recently, sparse signal representation and compressive sensing (CS) have become a standing ... See full document
9
SAR target recognition based on improved joint sparse representation
... multiple-view SAR images. To combine the sparse representation coefficients under the multiple views, an assumption that the multiple views of the same physical target share a common pattern ... See full document
12
Holographic detection of AIS real time signals based on sparse representation
... OMP target function and analysis, we improved the OMP algorithm in both noise resistance and processing ...timestamp detection methods of AIS signals were ...the sparse representation ... See full document
10
Image Compression Via Sparse Representation
... For a good sparse representation, the design of an appropriate over-complete dictionary is the key step. The majority of works on constructing over-complete dictionary D can be roughly parted into two main ... See full document
7
Image similarity using sparse representation and compression distance
... Sparsity thus can be seen as a direct measure of the randomness or complexity of the data. A natural image usually exhibits many repeated structures which can be discovered through its decomposition over a set of ... See full document
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