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2008

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A Self-Organizing Approach to Background Subtraction for Visual Surveillance Applications

14 years 6 days ago

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Detection of moving objects in video streams is the first relevant step of information extraction in many computer vision applications. Aside from the intrinsic usefulness of being...

Lucia Maddalena, Alfredo Petrosino

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Id	Views	Title	Status

1	344	A Self-Organizing Approach to Background Subtraction for Visual Surveillance Applications	claim
2	302	Adaptive Pseudo Dilation for Gestalt Edge Grouping and Contour Detection	claim
3	287	3-D Object Recognition Using 2-D Views	claim
4	269	An Example-Based Face Hallucination Method for Single-Frame, Low-Resolution Facial Images	claim
5	261	CTex - An Adaptive Unsupervised Segmentation Algorithm Based on Color-Texture Coherence	claim
6	260	Occlusion-Aware Optical Flow Estimation	claim
7	256	Image-Based Human Age Estimation by Manifold Learning and Locally Adjusted Robust Regression	claim
8	222	Local Region Descriptors for Active Contours Evolution	claim
9	219	Binary Partition Trees for Object Detection	claim
10	216	Texture Analysis and Classification With Linear Regression Model Based on Wavelet Transform	claim
11	213	Deblurring Using Regularized Locally Adaptive Kernel Regression	claim
12	208	Vision Processing for Realtime 3-D Data Acquisition Based on Coded Structured Light	claim
13	205	Image Denoising Using Derotated Complex Wavelet Coefficients	claim
14	199	Minimal-Bracketing Sets for High-Dynamic-Range Image Capture	claim
15	195	Image Coding Using Dual-Tree Discrete Wavelet Transform	claim
16	193	Image Restoration Using Space-Variant Gaussian Scale Mixtures in Overcomplete Pyramids	claim
17	185	Active Learning Methods for Interactive Image Retrieval	claim
18	181	Sparse Representation for Color Image Restoration	claim
19	181	LCD Motion Blur Reduction: A Signal Processing Approach	claim
20	177	Visual Tracking in High-Dimensional State Space by Appearance-Guided Particle Filtering	claim
21	175	Algorithmic and Architectural Optimizations for Computationally Efficient Particle Filtering	claim
22	175	Customizing Kernel Functions for SVM-Based Hyperspectral Image Classification	claim
23	173	A Generic Shape/Texture Descriptor Over Multiscale Edge Field: 2-D Walking Ant Histogram	claim
24	169	Weakly Supervised Learning of a Classifier for Unusual Event Detection	claim
25	169	Maximum Likelihood Wavelet Density Estimation With Applications to Image and Shape Matching	claim
26	169	Efficient Nonlocal Means for Denoising of Textural Patterns	claim
27	168	A Real-Time Algorithm for the Approximation of Level-Set-Based Curve Evolution	claim
28	167	FIR Filter Banks for Hexagonal Data Processing	claim
29	165	Activity Modeling Using Event Probability Sequences	claim
30	163	Image Modeling and Denoising With Orientation-Adapted Gaussian Scale Mixtures	claim
31	163	Multiresolution Bilateral Filtering for Image Denoising	claim
32	157	Robust Face Tracking via Collaboration of Generic and Specific Models	claim
33	155	Improving Color Constancy Using Indoor-Outdoor Image Classification	claim
34	154	Adaptive Local Linear Regression With Application to Printer Color Management	claim
35	153	Generalized Flooding and Multicue PDE-Based Image Segmentation	claim
36	153	Hierarchical Color Correction for Camera Cell Phone Images	claim
37	152	Localizing Region-Based Active Contours	claim
38	146	Image Modeling Using Interscale Phase Properties of Complex Wavelet Coefficients	claim
39	144	Incremental Refinement of Image Salient-Point Detection	claim
40	144	Minimization of Region-Scalable Fitting Energy for Image Segmentation	claim
41	144	On Dictionary Adaptation for Recurrent Pattern Image Coding	claim
42	142	Image Feature Localization by Multiple Hypothesis Testing of Gabor Features	claim
43	141	Spatio-Spectral Color Filter Array Design for Optimal Image Recovery	claim
44	139	Parameter Estimation in TV Image Restoration Using Variational Distribution Approximation	claim
45	139	Model-Based 2.5-D Deconvolution for Extended Depth of Field in Brightfield Microscopy	claim
46	138	Rotation-Invariant Texture Retrieval via Signature Alignment Based on Steerable Sub-Gaussian Modeling	claim
47	135	Nonlinear Regularized Reaction-Diffusion Filters for Denoising of Images With Textures	claim
48	134	Higher Order SVD Analysis for Dynamic Texture Synthesis	claim
49	133	A Recursive Model-Reduction Method for Approximate Inference in Gaussian Markov Random Fields	claim
50	131	Bayesian Foreground and Shadow Detection in Uncertain Frame Rate Surveillance Videos	claim
51	131	Hyperspectral Image Compression: Adapting SPIHT and EZW to Anisotropic 3-D Wavelet Coding	claim
52	130	Nonlocal Discrete Regularization on Weighted Graphs: A Framework for Image and Manifold Processing	claim
53	128	Blind Separation of Superimposed Shifted Images Using Parameterized Joint Diagonalization	claim
54	128	The Pairing of a Wavelet Basis With a Mildly Redundant Analysis via Subband Regression	claim
55	128	Wavelet Frame Accelerated Reduced Support Vector Machines	claim
56	127	Coherent Multiscale Image Processing Using Dual-Tree Quaternion Wavelets	claim
57	127	SURE-LET Multichannel Image Denoising: Interscale Orthonormal Wavelet Thresholding	claim
58	126	Maximum-Entropy Expectation-Maximization Algorithm for Image Reconstruction and Sensor Field Estimation	claim
59	125	Segmentation by Fusion of Histogram-Based K-Means Clusters in Different Color Spaces	claim
60	125	Integrating Color and Shape-Texture Features for Adaptive Real-Time Object Tracking	claim
61	124	GAFFE: A Gaze-Attentive Fixation Finding Engine	claim
62	124	Robust Shape Tracking With Multiple Models in Ultrasound Images	claim
63	124	Graph Laplacian Tomography From Unknown Random Projections	claim
64	122	Efficient 2-D Grayscale Morphological Transformations With Arbitrary Flat Structuring Elements	claim
65	121	Bistatic Synthetic Aperture Radar Imaging for Arbitrary Flight Trajectories	claim
66	119	A Multistage Motion Vector Processing Method for Motion-Compensated Frame Interpolation	claim
67	119	Complex Wavelet Bases, Steerability, and the Marr-Like Pyramid	claim
68	118	Minimum Variance Optimal Rate Allocation for Multiplexed H.264/AVC Bitstreams	claim
69	116	Self-Repelling Snakes for Topology-Preserving Segmentation Models	claim
70	116	Automatic Active Model Initialization via Poisson Inverse Gradient	claim
71	116	Variational Bayesian Image Restoration Based on a Product of t-Distributions Image Prior	claim
72	115	Nonlinearities in Stereoscopic Phase-Differencing	claim
73	113	Phase Local Approximation (PhaseLa) Technique for Phase Unwrap From Noisy Data	claim
74	111	Unsupervised Bayesian Convex Deconvolution Based on a Field With an Explicit Partition Function	claim
75	111	A Region Merging Prior for Variational Level Set Image Segmentation	claim
76	109	A Wavelet-Laplace Variational Technique for Image Deconvolution and Inpainting	claim
77	109	Iterative Rate-Distortion Optimization of H.264 With Constant Bit Rate Constraint	claim
78	108	Geometry-Based Distributed Scene Representation With Omnidirectional Vision Sensors	claim
79	108	Design of Linear Equalizers Optimized for the Structural Similarity Index	claim
80	108	Phase-Shifting for Nonseparable 2-D Haar Wavelets	claim
81	107	Accurate Inversion of 3-D Transformation Fields	claim
82	107	Sampling-Based Correlation Estimation for Distributed Source Coding Under Rate and Complexity Constraints	claim
83	106	Robust Control-Based Object Tracking	claim
84	105	Weighted Adaptive Lifting-Based Wavelet Transform for Image Coding	claim
85	104	A Fast Thresholded Landweber Algorithm for Wavelet-Regularized Multidimensional Deconvolution	claim
86	103	Change Detection in Multisensor SAR Images Using Bivariate Gamma Distributions	claim
87	102	Detection and Segmentation of Concealed Objects in Terahertz Images	claim
88	99	Using Spanning Graphs for Efficient Image Registration	claim
89	98	Image Interpolation by Adaptive 2-D Autoregressive Modeling and Soft-Decision Estimation	claim
90	98	On the Construction of Invertible Filter Banks on the 2-Sphere	claim
91	95	Optimization of Packetization Masks for Image Coding Based on an Objective Cost Function for Desired Packet Spreading	claim
92	92	Edge-Oriented Uniform Intra Prediction	claim
93	90	Reversible, Fast, and High-Quality Grid Conversions	claim
94	90	Synthetic Aperture Hitchhiker Imaging	claim
95	89	Optimal Denoising in Redundant Representations	claim
96	89	Snakuscules	claim
97	86	Learning the Dynamics and Time-Recursive Boundary Detection of Deformable Objects	claim
98	85	A Scale-Based Connected Coherence Tree Algorithm for Image Segmentation	claim
99	85	Resource Allocation for Error Resilient Video Coding Over AWGN Using Optimization Approach	claim
100	84	Indexing of Satellite Images With Different Resolutions by Wavelet Features	claim
101	84	Rate Bounds on SSIM Index of Quantized Images	claim
102	81	Wavelets, Ridgelets, and Curvelets for Poisson Noise Removal	claim
103	79	A Lossless Compression Scheme for Bayer Color Filter Array Images	claim
104	79	An Overview and Performance Evaluation of Classification-Based Least Squares Trained Filters	claim
105	73	Multispectral Filter-Wheel Cameras: Geometric Distortion Model and Compensation Algorithms	claim
106	69	An Efficient Phase and Object Estimation Scheme for Phase-Diversity Time Series Data	claim

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