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ICIP 2008 International Conference on Image Processing

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ICIP
2008
IEEE

672views Image Processing» more ICIP 2008»

Principal components for non-local means image denoising

2 years 3 months ago

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This paper presents an image denoising algorithm that uses principal component analysis (PCA) in conjunction with the non-local means image denoising. Image neighborhood vectors u...

Tolga Tasdizen

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Id	Views	Title	Status
1	672	Principal components for non-local means image denoising	claim
2	277	Lossy to lossless image compression based on reversible integer DCT	claim
3	137	Comparing SIFT descriptors and gabor texture features for classification of remote sensed imagery	claim
4	130	Automatic liver tumor diagnosis with Dynamic-Contrast Enhanced MRI	claim
5	125	Estimation of optimum coding redundancy and frequency domain analysis of attacks for YASS - a randomized block based hiding scheme	claim
6	115	Implicit spatial inference with sparse local features	claim
7	115	Compressive image fusion	claim
8	115	Regularized depth from defocus	claim
9	113	A fast level set algorithm for shape-based segmentation with multiple selective priors	claim
10	112	Dynamic background modeling and subtraction using spatio-temporal local binary patterns	claim
11	110	Spatio-spectral reconstruction of the multispectral datacube using sparse recovery	claim
12	109	A fuzzy approach for background subtraction	claim
13	106	A robot-based 3D body scanning system using passive stereo vision	claim
14	105	Activity-based temporal segmentation for videos of interacting objects using invariant trajectory features	claim
15	102	MPEG video object segmentation under camera motion and multimodal backgrounds	claim
16	99	Live video object tracking and segmentation using graph cuts	claim
17	99	On histograms and spatiograms - introduction of the mapogram	claim
18	97	Wavelet-based multi-view video coding with joint best basis wavelet packets	claim
19	89	Nonconvex compressive sensing and reconstruction of gradient-sparse images: Random vs. tomographic Fourier sampling	claim
20	89	Capturing light field textures for video coding	claim
21	86	Edge detection and processing using shearlets	claim
22	86	Efficient nonlocal-means denoising using the SVD	claim
23	85	Reliable interest point detection under large illumination variations	claim
24	85	Graph-based deinterlacing	claim
25	85	Managing privacy data in pervasive camera networks	claim
26	83	Appearance-based object detection in colour retinal images	claim
27	83	Sobel-LBP	claim
28	82	Feature-based object modelling for visual surveillance	claim
29	82	An automatic method to learn and transfer the photometric appearance of partially overlapping images	claim
30	79	Sparse orthonormal transforms for image compression	claim
31	79	Using region semantics and visual context for scene classification	claim
32	78	H.264/AVC video scrambling for privacy protection	claim
33	77	Shot classification for action movies based on motion characteristics	claim
34	75	A gradient-based hybrid image fusion scheme using object extraction	claim
35	75	Learning distance metric for semi-supervised image segmentation	claim
36	75	Kalman filtered Compressed Sensing	claim
37	75	Optical flow based tracking and retexturing of garments	claim
38	73	Geodesic active regions for segmentation and tracking of human gestures in sign language videos	claim
39	70	Supervised methods for perfect segmentation in medical images	claim
40	70	General-purpose reduced-reference image quality assessment based on perceptually and statistically motivated image representation	claim
41	70	Total variation super resolution using a variational approach	claim
42	69	Frequential and color analysis for hair mask segmentation	claim
43	69	Hybrid tracking approach using optical flow and pose estimation	claim
44	69	Pedestrian detection via logistic multiple instance boosting	claim
45	68	Dark line detection with line width extraction	claim
46	68	Realistic colorization via the structure tensor	claim
47	67	People re-detection using Adaboost with sift and color correlogram	claim
48	66	Resolution-progressive compression of encrypted grayscale images	claim
49	66	Understanding and simplifying the structural similarity metric	claim
50	65	A supervised nonlinear neighborhood embedding of color histogram for image indexing	claim
51	65	Motion detection with an unstable camera	claim
52	65	TAC: Thresholding active contours	claim
53	64	Movie summarization based on audiovisual saliency detection	claim
54	64	Coding-gain-based complexity control for H.264 video encoder	claim
55	63	Partial difference equations on graphs for Mathematical Morphology operators over images and manifolds	claim
56	63	Intermediate view interpolation based on multiview video plus depth for advanced 3D video systems	claim
57	63	Palmprint image synthesis: A preliminary study	claim
58	62	Parameter estimation for an H.264-based distributed video coder	claim
59	62	Spect image restoration via Recursive Inverse Filtering constrained by a probabilistic MRI atlas	claim
60	62	Unifying analysis of full reference image quality assessment	claim
61	62	Segmentation-based Perceptual Image Quality Assessment (SPIQA)	claim
62	62	Normalization and preimage problem in gaussian kernel PCA	claim
63	62	Graph cut segmentation of neuronal structures from transmission electron micrographs	claim
64	62	Evaluation and benchmark for biological image segmentation	claim
65	62	On the estimation of geodesic paths on sampled manifolds under random projections
66	62	LASIC: A model invariant framework for correspondence	claim
67	61	Articulated registration of 3D human geometry to X-ray image	claim
68	61	Efficient BP stereo with automatic paramemeter estimation	claim
69	60	Cross-domain learning methods for high-level visual concept classification	claim
70	60	Face hallucination VIA sparse coding	claim
71	60	Efficient representation and coding of prediction residuals and parameters in frame-based animated mesh compression	claim
72	59	Complexity modeling of H.264 entropy decoding	claim
73	59	Measuring the Global Phase Coherence of an image	claim
74	59	Adaptive total variation deringing method for image interpolation	claim
75	58	Game-theoretic analysis of maximum-payoff multiuser collusion	claim
76	58	A connected path approach for staff detection on a music score	claim
77	58	Multiple image disparity correction for 3-D scene representation	claim
78	58	Hardware-friendly descreening	claim
79	57	The path assigned mean shift algorithm: A new fast mean shift implementation for colour image segmentation	claim
80	57	Image retrieval and classification using associative reciprocal-image attractors	claim
81	57	Globally optimal solution to exploit rigidity when recovering structure from motion under occlusion	claim
82	57	An adaptive background model initialization algorithm with objects moving at different depths	claim
83	56	2D/3D freeview video generation for 3DTV system	claim
84	56	A study on the effect of camera motion on human visual attention	claim
85	56	Recaptured photo detection using specularity distribution	claim
86	56	Describing low-level image features using the COMM ontology	claim
87	56	Supervised image segmentation via ground truth decomposition	claim
88	55	Consistent and regularized magnification of images	claim
89	55	Enhanced usability of iris recognition via efficient user interface and iris image restoration	claim
90	55	Using point correspondences without projective deformation for multi-view stereo reconstruction	claim
91	54	Local feature extraction for video copy detection in a database	claim
92	54	Photon-limited image denoising by inference on multiscale models	claim
93	54	A near optimal coder for image geometry with adaptive partitioning	claim
94	54	Noise in high dynamic range imaging	claim
95	54	A nonlocal-means approach to exemplar-based inpainting	claim
96	54	Efficient motion estimation under varying illumination	claim
97	54	Motion detection with false discovery rate control	claim
98	53	Analysis of human attractiveness using manifold kernel regression	claim
99	53	Efficient error concealment for the whole-frame loss based on H.264/AVC	claim
100	53	Learning action dictionaries from video	claim
101	53	Adaptive decoding for halftone orientation-based data hiding	claim
102	53	A block-based super-resolution for video sequences	claim
103	53	Detection of +/-1 LSB steganography based on the amplitude of histogram local extrema	claim
104	52	Image registration using Adaptive Polar Transform	claim
105	52	Hallucinating faces from thermal infrared images	claim
106	52	A perceptually adaptive approach to image denoising using anisotropic non-local means	claim
107	52	Sub-band decomposed multiscale retinex with space varying gain	claim
108	51	Using local regression kernels for statistical object detection	claim
109	51	Learning structurally discriminant features in 3D faces	claim
110	51	Blind forensics of contrast enhancement in digital images	claim
111	51	Motion segmentation and abnormal behavior detection via behavior clustering	claim
112	51	AM-FM image filters	claim
113	51	An inpainting system for automatic image structure - texture restoration with text removal	claim
114	50	Classification of unlabeled point sets using ANSIG	claim
115	50	The Marr wavelet pyramid	claim
116	50	Local-spectrum-based distinction between handwritten and machine-printed characters	claim
117	50	A no-reference Spatial Aliasing Measure for digital image resizing	claim
118	50	Multi-view video streaming over P2P networks with low start-up delay	claim
119	50	A scalable complexity specification for video applications	claim
120	50	Decoder side motion vector derivation for inter frame video coding	claim
121	50	MAP-MRF approach for binarization of degraded document image	claim
122	50	A ground truth for motion-based video-object segmentation	claim
123	49	Multiresolutional regularization of local linear regression over adaptive neighborhoods for color management	claim
124	49	Spectral range selection for face recognition under various illuminations	claim
125	49	Tracking through changes in scale	claim
126	49	A multimodal approach to music transcription	claim
127	49	A lightweight multiview tracked person descriptor for camera sensor networks	claim
128	49	Image denoising using mixtures of Gaussian scale mixtures	claim
129	49	A novel video encryption technique based on secret sharing	claim
130	49	Edge-preservation resolution enhancement with oriented wavelets	claim
131	48	3D weather radar image compression using multiscale recurrent patterns	claim
132	48	Multiple description video decoding using map	claim
133	48	Directional interpolation of noisy images	claim
134	48	Correlation-based motion vector processing for motion compensated frame interpolation	claim
135	48	A master-slave approach for object detection and matching with fixed and mobile cameras	claim
136	48	Voting-based active contour segmentation of fMRI images of the brain	claim
137	48	Motion compensation based on implicit block segmentation	claim
138	48	Time-sequential extraction of motion layers	claim
139	48	Connected filtering by reconstruction: Basis and new advances	claim
140	48	Iterative pre- and post-processing for MRC layers of scanned documents	claim
141	48	Perceptual soft thresholding using the structural similarity index	claim
142	47	Low delay streaming of computer graphics	claim
143	47	Efficient spatial resolution reduction transcoding for H.264/AVC	claim
144	47	Boosted Interactively Distributed Particle Filter for automatic multi-object tracking	claim
145	47	Long term learning for image retrieval over networks	claim
146	47	Illumination invariant active contour-based segmentation using complex-valued wavelets	claim
147	47	Parallel CABAC for low power video coding	claim
148	47	Using disparity for quality assessment of stereoscopic images	claim
149	47	Saliency based objective quality assessment of decoded video affected by packet losses	claim
150	47	Image interpolation using classification and stitching	claim
151	47	Estimating space-variant motion blur without deblurring	claim
152	47	Spatio-temporal video interpolation and denoising using motion-assisted steering kernel (MASK) regression	claim
153	47	Level set tracking with dynamical shape priors	claim
154	46	A further study on steganalysis of LSB matching by calibration	claim
155	46	Learning efficient codes for 3D face recognition	claim
156	46	Semiautomatic non-rigid 3-D image registration for MR-Guided Liver Cancer Surgery	claim
157	46	A post-compensation scheme for Nonlocal Means filter based image restoration	claim
158	46	Dynamic channel selection for multi-user video streaming over cognitive radio networks	claim
159	46	Layered wireless video multicast using directional relays	claim
160	46	Modulo-PCM based encoding for high speed video cameras	claim
161	45	Prediction of preferred ClearType filters using the S-CIELAB metric	claim
162	45	Recovering wavelet relations using SVM for image denoising	claim
163	45	Surface completion by minimizing energy based on similarity of shape	claim
164	45	On the security of non-forgeable robust hash functions	claim
165	45	A new combination of 1D and 2D filter banks for effective multiresolution image representation	claim
166	45	Multi-object tracking using binary masks	claim
167	45	Real-time Light Fall-off Stereo	claim
168	45	A real-time augmented view synthesis system for transparent car pillars	claim
169	45	Blind deconvolution of video sequences	claim
170	45	Design and performance of a novel low-density parity-check code for distributed video coding	claim
171	45	Motion blur free HDR image acquisition using multiple exposures	claim
172	44	Cross-talk explained	claim
173	44	Super-resolution of video using key frames and motion estimation	claim
174	44	A model for image patch-based algorithms	claim
175	44	Using sensor pattern noise for camera model identification	claim
176	44	Statistical learning based intra prediction in H.264	claim
177	44	Video denoising using 3-D Hybrid Wavelets and Directional filter banks	claim
178	44	Principal Component Analysis of spectral coefficients for mesh watermarking	claim
179	44	Scene categorization using bag of Textons on spatial hierarchy	claim
180	44	Multi-polarity text segmentation using graph theory	claim
181	44	Robust brain activation detection in functional MRI	claim
182	44	Matching texture units for face recognition	claim
183	44	Generalized ELL for detecting and tracking through illumination model changes	claim
184	43	Significant jet point for facial image representation and recognition	claim
185	43	Three-tiered network model for image hallucination	claim
186	43	Combination of MR surface coil images using weighted constrained least squares	claim
187	43	Multispectral palm image fusion for accurate contact-free palmprint recognition	claim
188	43	Fast fluid extensions for image registration algorithms	claim
189	43	Kernel-based high-dimensional histogram estimation for visual tracking	claim
190	43	Creating a face model from an unknown skull based on the tissue map	claim
191	43	Raising in watershed lattices
192	43	Supporting range and segment-based hysteresis thresholding in edge detection	claim
193	43	Spatiotemporal modeling and matching of video shots	claim
194	43	Error resilient JPEG2000 decoding for wireless applications	claim
195	42	Localization of tampering in contrast and brightness adjusted images using distributed source coding and expectation maximizatio	claim
196	42	Adaptive reference filtering for bidirectional disparity compensation with focus mismatches	claim
197	42	Modeling spatial patterns of shapes	claim
198	42	Directional motion-compensated spatio-temporal fuzzy filtering for quality enhancement of compressed video sequences	claim
199	42	Using a game to evaluate image retrieval, organization, and annotation	claim
200	42	Subspace-based methods for image registration and super-resolution	claim
201	42	Improved side information generation with iterative decoding and frame interpolation for Distributed Video Coding	claim
202	42	EKF pose estimation: How many filters and cameras to use?	claim
203	42	Algorithmic inferencing of aesthetics and emotion in natural images: An exposition	claim
204	42	Generalised blind sampling of images	claim
205	42	Effects of curvature on the analysis of landmark shape manifolds	claim
206	42	Complex discriminant features for object classification	claim
207	41	Robust video fingerprinting based on 2D-OPCA of affine covariant regions	claim
208	41	Improved dynamic rate shaping for H.264/AVC video streams	claim
209	41	Cooperative disparity and object boundary estimation	claim
210	41	Robust automated ground plane rectification based on moving vehicles for traffic scene surveillance	claim
211	41	Salient point characterization for low resolution meshes	claim
212	41	Multi-concept learning with large-scale multimedia lexicons	claim
213	41	Super-Resolution on small moving objects	claim
214	41	Augmented tree partitioning for interactive image segmentation	claim
215	41	Fast adaptive elliptical filtering using box splines	claim
216	41	Peer-to-peer multicast live video streaming with interactive virtual pan/tilt/zoom functionality	claim
217	41	Matching tracking sequences across widely separated cameras	claim
218	41	A perceptual metric for blind measurement of blocking artifacts with applications in transform-block-based image and video coding	claim
219	41	Stochastic fusion of multi-view gradient fields	claim
220	41	Display dependent coding for 3D video on automultiscopic displays	claim
221	41	Ultrasound imaging LV tracking with adaptive window size and automatic hyper-parameter estimation	claim
222	41	Complexity modeling of spatial and temporal compensations in H.264/AVC decoding	claim
223	40	Estimation and representation of accumulated motion characteristics for semantic event detection	claim
224	40	Conditional iterative decoding of Two Dimensional Hidden Markov Models	claim
225	40	Wavelet-based hybrid multilinear models for multidimensional image approximation	claim
226	40	Receiver driven layered multicast with layer-aware forward error correction	claim
227	40	Temporal scalability and layered transmission	claim
228	40	Inverse image problem of designing phase shifting masks in optical lithography	claim
229	40	Fast adaptive Mahalanobis distance-based search and retrieval in image databases	claim
230	40	An iterative algorithm for linear inverse problems with compound regularizers	claim
231	40	Multiscale recurrent pattern image coding with a flexible partition scheme	claim
232	40	Parallel AdaBoost algorithm for Gabor wavelet selection in face recognition	claim
233	40	Macroblock-based retransmission for error-resilient video streaming	claim
234	40	A systematic study of the role of context on image classification	claim
235	40	Automated line flattening of Atomic Force Microscopy images	claim
236	40	Efficient initialization of Mixtures of Experts for human pose estimation	claim
237	39	Geometry-based distributed coding of multi-view omnidirectional images	claim
238	39	Breast contour detection with shape priors	claim
239	39	A framework for evaluating the impact of compression on registration algorithms without gold standard	claim
240	39	Texture modulation-constrained image decomposition	claim
241	39	Fully reversible image rotation by 1-D filtering	claim
242	38	Reference-based probabilistic segmentation as non-rigid registration using Thin Plate Splines	claim
243	38	Fairness dynamics in multimedia colluders' social networks	claim
244	38	Blind restoration of blurred photographs via AR modelling and MCMC	claim
245	38	Emotional valence categorization using holistic image features	claim
246	38	Real-time face alignment with tracking in video	claim
247	37	Omnidirectional tracking and recognition of persons in planar views	claim
248	37	Localization of sparse image tampering via random projections	claim
249	37	Automatic tonal harmonization for multi-spectral mosaics	claim
250	37	Correlation Embedding Analysis	claim
251	37	High-S/N imaging of a moving object using a high-frame-rate camera	claim
252	37	A new theoretic framework for cross-layer optimization	claim
253	37	Gradual transition detection using color coherence and other criteria in a video shot meta-segmentation framework	claim
254	37	Atomic decomposition dedicated to AVC and spatial SVC prediction	claim
255	37	Motion estimation with entropy coding considerations in H.264/AVC	claim
256	37	Model-based compression of nonstationary landmark shape sequences	claim
257	37	Localized and computationally efficient approach to shift-variant image deblurring	claim
258	37	On optimal royalty costs for video compression	claim
259	37	Variational Bayesian image processing on stochastic factor graphs	claim
260	37	Robust snake convergence based on dynamic programming	claim
261	36	A video Time Encoding Machine	claim
262	36	Microarray image gridding via an evolutionary algorithm	claim
263	36	Homography based distributed video coding for a network of cameras	claim
264	36	Decomposition of branching volume data by tip detection	claim
265	36	Wyner-ZIV coding of multiview images with unsupervised learning of disparity and Gray code	claim
266	36	Exploiting local auto-correlation function for fast video to reference image alignment	claim
267	35	A low-complexity packet classification algorithm for multiple description video streaming over IEEE802.11E networks	claim
268	35	A Bayesian approach to predicting the perceived interest of objects	claim
269	35	Blind image steganalysis based on run-length histogram analysis	claim
270	35	Shape analysis of brain ventricles for improved classification of Alzheimer's patients	claim
271	35	On the coding gain of separable 2D wavelet filter banks	claim
272	35	Graph-cut optimization of the ratio of functions and its application to image segmentation	claim
273	35	Uncalibrated view synthesis from Relative Affine Structure based on planes parallelism	claim
274	34	Best post-transforms selection in a rate-distortion sense	claim
275	34	Camera-based pointing interface for mobile devices	claim
276	34	Exploiting MPEG-7 texture descriptors for fast H.264 mode decision	claim
277	34	Incorporating known features into a total variation dictionary model for source separation	claim
278	34	Distributed 3D dynamic mesh coding	claim
279	34	Mobile object recognition using multi-sensor information fusion in urban environments	claim
280	34	Edge-based directional fuzzy filter for compression artifact reduction in JPEG images	claim
281	34	Viewpoint switching in multiview videos using SP-frames	claim
282	33	Image representation by compressed sensing	claim
283	33	feedback free DVC architecture using machine learning	claim
284	32	Rate control for video coding with slice type dependencies	claim
285	32	Joint encoding of the depth image based representation using shape-adaptive wavelets	claim
286	32	Buffer constrained rate control for low bitrate dual-frame video coding	claim
287	32	Robust multichannel sampling	claim
288	32	Extending connected operators to colour images	claim
289	31	Practical PTZ camera calibration using Givens rotations	claim
290	31	General region merging approaches based on information theory statistical measures	claim
291	31	Adaptive block-based approach to image stabilization	claim
292	31	An evaluation of several mesh-generation methods using a simple mesh-based image coder	claim
293	30	Feature-aided particle tracking	claim
294	30	Compressed sensing for multi-view tracking and 3-D voxel reconstruction	claim
295	28	Longitudinal aberrations caused by optical filters and their compensation in multispectral imaging	claim
296	28	New optimized spline functions for interpolation on the hexagonal lattice	claim
297	27	Impact of subjective dataset on the performance of image quality metrics	claim
298	25	Rate-efficient visual correspondences using random projections	claim
299	18	Automatic lattice detection in near-regular histology array images	claim

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