Advanced Image Processing for Defense and Security Applications
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Citation: EURASIP Journal on Advances in Signal Processing 2011 2010:432972
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High-Resolution Sonars: What Resolution Do We Need for Target Recognition?
Target recognition in sonar imagery has long been an active research area in the maritime domain, especially in the mine-counter measure context. Recently it has received even more attention as new sensors wit...
Citation: EURASIP Journal on Advances in Signal Processing 2010 2010:205095 -
A New Robust Watermarking Scheme to Increase Image Security
In digital image watermarking, an image is embedded into a picture for a variety of purposes such as captioning and copyright protection. In this paper, a robust private watermarking scheme for embedding a gra...
Citation: EURASIP Journal on Advances in Signal Processing 2010 2010:428183 -
Full Waveform Analysis for Long-Range 3D Imaging Laser Radar
The new generation of 3D imaging systems based on laser radar (ladar) offers significant advantages in defense and security applications. In particular, it is possible to retrieve 3D shape information directly...
Citation: EURASIP Journal on Advances in Signal Processing 2010 2010:896708 -
Background Subtraction for Automated Multisensor Surveillance: A Comprehensive Review
Background subtraction is a widely used operation in the video surveillance, aimed at separating the expected scene (the background) from the unexpected entities (the foreground). There are several problems re...
Citation: EURASIP Journal on Advances in Signal Processing 2010 2010:343057 -
Unconstrained Iris Acquisition and Recognition Using COTS PTZ Camera
Uniqueness of iris patterns among individuals has resulted in the ubiquity of iris recognition systems in virtual and physical spaces, at high security facilities around the globe. Traditional methods of acqui...
Citation: EURASIP Journal on Advances in Signal Processing 2010 2010:938737 -
Fusion of PCA-Based and LDA-Based Similarity Measures for Face Verification
The problem of fusing similarity measure-based classifiers is considered in the context of face verification. The performance of face verification systems using different similarity measures in two well-known ...
Citation: EURASIP Journal on Advances in Signal Processing 2010 2010:647597 -
Semi-Fragile Zernike Moment-Based Image Watermarking for Authentication
We propose a content-based semi-fragile watermarking algorithm for image authentication. In content-based watermarking scheme for authentication, one of the most challenging issues is to define a computable fe...
Citation: EURASIP Journal on Advances in Signal Processing 2010 2010:341856 -
On Converting Secret Sharing Scheme to Visual Secret Sharing Scheme
Traditional Secret Sharing (SS) schemes reconstruct secret exactly the same as the original one but involve complex computation. Visual Secret Sharing (VSS) schemes decode the secret without computation, but e...
Citation: EURASIP Journal on Advances in Signal Processing 2010 2010:782438 -
Covariance Tracking via Geometric Particle Filtering
Region covariance descriptor recently proposed has been approved robust and elegant to describe a region of interest, which has been applied to visual tracking. We develop a geometric method for visual trackin...
Citation: EURASIP Journal on Advances in Signal Processing 2010 2010:583918 -
Robust Tracking in Aerial Imagery Based on an Ego-Motion Bayesian Model
A novel strategy for object tracking in aerial imagery is presented, which is able to deal with complex situations where the camera ego-motion cannot be reliably estimated due to the aperture problem (related ...
Citation: EURASIP Journal on Advances in Signal Processing 2010 2010:837405 -
Construction of Fisheye Lens Inverse Perspective Mapping Model and Its Applications of Obstacle Detection
In this paper, we develop a vision based obstacle detection system by utilizing our proposed fisheye lens inverse perspective mapping (FLIPM) method. The new mapping equations are derived to transform the imag...
Citation: EURASIP Journal on Advances in Signal Processing 2010 2010:296598 -
Robust Real-Time Background Subtraction Based on Local Neighborhood Patterns
This paper describes an efficient background subtraction technique for detecting moving objects. The proposed approach is able to overcome difficulties like illumination changes and moving shadows. Our method ...
Citation: EURASIP Journal on Advances in Signal Processing 2010 2010:901205 -
A Contourlet-Based Image Watermarking Scheme with High Resistance to Removal and Geometrical Attacks
We propose a new nonblind multiresolution watermarking method for still images based on the contourlet transform (CT). In our approach, the watermark is a grayscale image which is embedded into the highest fre...
Citation: EURASIP Journal on Advances in Signal Processing 2010 2010:540723 -
Digital Watermarking Method Warranting the Lower Limit of Image Quality of Watermarked Images
We propose a digital watermarking method warranting the lower limit of the image quality of watermarked images. The proposed method controls the degradation of a watermarked image by using a lower limit image....
Citation: EURASIP Journal on Advances in Signal Processing 2010 2010:426085 -
A Robust Iris Identification System Based on Wavelet Packet Decomposition and Local Comparisons of the Extracted Signatures
This paper presents a complete iris identification system including three main stages: iris segmentation, signature extraction, and signature comparison. An accurate and robust pupil and iris segmentation proc...
Citation: EURASIP Journal on Advances in Signal Processing 2010 2010:415307 -
Improving Density Estimation by Incorporating Spatial Information
Given discrete event data, we wish to produce a probability density that can model the relative probability of events occurring in a spatial region. Common methods of density estimation, such as Kernel Density...
Citation: EURASIP Journal on Advances in Signal Processing 2010 2010:265631 -
Improved Adaptive LSB Steganography Based on Chaos and Genetic Algorithm
We propose a novel steganographic method in JPEG images with high performance. Firstly, we propose improved adaptive LSB steganography, which can achieve high capacity while preserving the first-order statisti...
Citation: EURASIP Journal on Advances in Signal Processing 2010 2010:876946 -
A Multifactor Extension of Linear Discriminant Analysis for Face Recognition under Varying Pose and Illumination
Linear Discriminant Analysis (LDA) and Multilinear Principal Component Analysis (MPCA) are leading subspace methods for achieving dimension reduction based on supervised learning. Both LDA and MPCA use class l...
Citation: EURASIP Journal on Advances in Signal Processing 2010 2010:158395 -
An Efficient and Robust Moving Shadow Removal Algorithm and Its Applications in ITS
We propose an efficient algorithm for removing shadows of moving vehicles caused by non-uniform distributions of light reflections in the daytime. This paper presents a brand-new and complete structure in feat...
Citation: EURASIP Journal on Advances in Signal Processing 2010 2010:945130 -
Nonblind and Quasiblind Natural Preserve Transform Watermarking
This paper describes a new image watermarking technique based on the Natural Preserving Transform (NPT). The proposed watermarking scheme uses NPT to encode a gray scale watermarking logo image or text, into a...
Citation: EURASIP Journal on Advances in Signal Processing 2010 2010:452548 -
Subinteger Range-Bin Alignment Method for ISAR Imaging of Noncooperative Targets
Inverse Synthetic Aperture Radar (ISAR) is a coherent radar technique capable of generating images of noncooperative targets. ISAR may have better performance in adverse meteorological conditions than traditio...
Citation: EURASIP Journal on Advances in Signal Processing 2010 2010:438615 -
The Complete Gabor-Fisher Classifier for Robust Face Recognition
This paper develops a novel face recognition technique called Complete Gabor Fisher Classifier (CGFC). Different from existing techniques that use Gabor filters for deriving the Gabor face representation, the ...
Citation: EURASIP Journal on Advances in Signal Processing 2010 2010:847680 -
A Conditional Entropy-Based Independent Component Analysis for Applications in Human Detection and Tracking
We present in this paper a modified independent component analysis (mICA) based on the conditional entropy to discriminate unsorted independent components. We make use of the conditional entropy to select an a...
Citation: EURASIP Journal on Advances in Signal Processing 2010 2010:468329 -
Multiclient Identification System Using Adaptive Probabilistic Model
This paper aims at integrating detection and identification of human faces in a more practical and real-time face recognition system. The proposed face detection system is based on the cascade Adaboost method ...
Citation: EURASIP Journal on Advances in Signal Processing 2010 2010:983581 -
A Macro-Observation Scheme for Abnormal Event Detection in Daily-Life Video Sequences
We propose a macro-observation scheme for abnormal event detection in daily life. The proposed macro-observation representation records the time-space energy of motions of all moving objects in a scene without...
Citation: EURASIP Journal on Advances in Signal Processing 2010 2010:525026 -
Superresolution versus Motion Compensation-Based Techniques for Radar Imaging Defense Applications
Radar imaging of noncooperative targets is an interesting application of all-weather high-resolution coherent radars. However, these images are usually blurred when using the standard range-Doppler algorithm, ...
Citation: EURASIP Journal on Advances in Signal Processing 2010 2010:308379 -
Pedestrian Validation in Infrared Images by Means of Active Contours and Neural Networks
This paper presents two different modules for the validation of human shape presence in far-infrared images. These modules are part of a more complex system aimed at the detection of pedestrians by means of th...
Citation: EURASIP Journal on Advances in Signal Processing 2010 2010:752567 -
Objective Assessment of Sunburn and Minimal Erythema Doses: Comparison of Noninvasive In Vivo Measuring Techniques after UVB Irradiation
Military personnel movement is exposed to solar radiation and sunburn is a major problem which can cause lost workdays and lead to disciplinary action. This study was designed to identify correlation parameter...
Citation: EURASIP Journal on Advances in Signal Processing 2010 2010:483562 -
A Locally Adaptable Iterative RX Detector
We present an unsupervised anomaly detection method for hyperspectral imagery (HSI) based on data characteristics inherit in HSI. A locally adaptive technique of iteratively refining the well-known RX detector...
Citation: EURASIP Journal on Advances in Signal Processing 2010 2010:341908 -
An Efficient Prediction-and-Shifting Embedding Technique for High Quality Reversible Data Hiding
The embedding capacity of a histogram-based reversible data hiding technique is primarily determined by the peak height of the histogram. Recently, some studies have tried to embed data in the histogram of pre...
Citation: EURASIP Journal on Advances in Signal Processing 2010 2010:104835 -
An Interactive Procedure to Preserve the Desired Edges during the Image Processing of Noise Reduction
The paper propose a new procedure including four stages in order to preserve the desired edges during the image processing of noise reduction. A denoised image can be obtained from a noisy image at the first s...
Citation: EURASIP Journal on Advances in Signal Processing 2010 2010:923748 -
Vehicle Trajectory Estimation Using Spatio-Temporal MCMC
This paper presents an algorithm for modeling and tracking vehicles in video sequences within one integrated framework. Most of the solutions are based on sequential methods that make inference according to cu...
Citation: EURASIP Journal on Advances in Signal Processing 2010 2010:712854 -
Adaptive Inverse Hyperbolic Tangent Algorithm for Dynamic Contrast Adjustment in Displaying Scenes
Contrast has a great influence on the quality of an image in human visual perception. A poorly illuminated environment can significantly affect the contrast ratio, producing an unexpected image. This paper pro...
Citation: EURASIP Journal on Advances in Signal Processing 2010 2010:485151 -
Scale Invariant Gabor Descriptor-Based Noncooperative Iris Recognition
A new noncooperative iris recognition method is proposed. In this method, the iris features are extracted using a Gabor descriptor. The feature extraction and comparison are scale, deformation, rotation, and c...
Citation: EURASIP Journal on Advances in Signal Processing 2010 2010:936512 -
Reversible Watermarking Using Statistical Information
In most reversible watermarking methods, a compressed location map is exploited in order to ensure reversibility. Besides, in some methods, a header containing critical information is appended to the payload f...
Citation: EURASIP Journal on Advances in Signal Processing 2010 2010:738972 -
Iris Recognition: The Consequences of Image Compression
Iris recognition for human identification is one of the most accurate biometrics, and its employment is expanding globally. The use of portable iris systems, particularly in law enforcement applications, is gr...
Citation: EURASIP Journal on Advances in Signal Processing 2010 2010:680845 -
Multi-Threshold Level Set Model for Image Segmentation
A multi-threshold level set model for image segmentations is presented in the paper. The Multi-threshold level set formulation uses a speed function for stopping the locations of the active contours. The speed...
Citation: EURASIP Journal on Advances in Signal Processing 2010 2010:950438 -
Comparing an FPGA to a Cell for an Image Processing Application
Modern advancements in configurable hardware, most notably Field-Programmable Gate Arrays (FPGAs), have provided an exciting opportunity to discover the parallel nature of modern image processing algorithms. O...
Citation: EURASIP Journal on Advances in Signal Processing 2010 2010:764838 -
Investigating the Bag-of-Words Method for 3D Shape Retrieval
This paper investigates the capabilities of the Bag-of-Words (BWs) method in the 3D shape retrieval field. The contributions of this paper are (1) the 3D shape retrieval task is categorized from different poin...
Citation: EURASIP Journal on Advances in Signal Processing 2010 2010:108130 -
Clusters versus GPUs for Parallel Target and Anomaly Detection in Hyperspectral Images
Remotely sensed hyperspectral sensors provide image data containing rich information in both the spatial and the spectral domain, and this information can be used to address detection tasks in many application...
Citation: EURASIP Journal on Advances in Signal Processing 2010 2010:915639 -
A Review of Unsupervised Spectral Target Analysis for Hyperspectral Imagery
One of great challenges in unsupervised hyperspectral target analysis is how to obtain desired knowledge in an unsupervised means directly from the data for image analysis. This paper provides a review of unsuper...
Citation: EURASIP Journal on Advances in Signal Processing 2010 2010:503752 -
Facial Recognition in Uncontrolled Conditions for Information Security
With the increasing use of computers nowadays, information security is becoming an important issue for private companies and government organizations. Various security technologies have been developed, such as...
Citation: EURASIP Journal on Advances in Signal Processing 2010 2010:345743 -
Shape Analysis of 3D Head Scan Data for U.S. Respirator Users
In 2003, the National Institute for Occupational Safety and Health (NIOSH) conducted a head-and-face anthropometric survey of diverse, civilian respirator users. Of the 3,997 subjects measured using traditiona...
Citation: EURASIP Journal on Advances in Signal Processing 2010 2010:248954 -
Optical Flow and Principal Component Analysis-Based Motion Detection in Outdoor Videos
We propose a joint optical flow and principal component analysis (PCA) method for motion detection. PCA is used to analyze optical flows so that major optical flows corresponding to moving objects in a local w...
Citation: EURASIP Journal on Advances in Signal Processing 2010 2010:680623