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ICIP 2008 International Conference on Image Processing

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ICIP
2008
IEEE

993views Image Processing» more ICIP 2008»

Principal components for non-local means image denoising

15 years 2 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	993	Principal components for non-local means image denoising	claim
2	551	Lossy to lossless image compression based on reversible integer DCT	claim
3	357	Dynamic background modeling and subtraction using spatio-temporal local binary patterns	claim
4	342	Comparing SIFT descriptors and gabor texture features for classification of remote sensed imagery	claim
5	303	Live video object tracking and segmentation using graph cuts	claim
6	299	Regularized depth from defocus	claim
7	299	A fast level set algorithm for shape-based segmentation with multiple selective priors	claim
8	298	Estimation of optimum coding redundancy and frequency domain analysis of attacks for YASS - a randomized block based hiding scheme	claim
9	292	Activity-based temporal segmentation for videos of interacting objects using invariant trajectory features	claim
10	290	Pedestrian detection via logistic multiple instance boosting	claim
11	286	Implicit spatial inference with sparse local features	claim
12	275	On histograms and spatiograms - introduction of the mapogram	claim
13	273	Generalized ELL for detecting and tracking through illumination model changes
14	272	Articulated registration of 3D human geometry to X-ray image	claim
15	271	2D/3D freeview video generation for 3DTV system	claim
16	266	Sobel-LBP	claim
17	266	Automatic liver tumor diagnosis with Dynamic-Contrast Enhanced MRI	claim
18	264	A robot-based 3D body scanning system using passive stereo vision	claim
19	263	Edge detection and processing using shearlets	claim
20	261	Learning distance metric for semi-supervised image segmentation	claim
21	260	On the estimation of geodesic paths on sampled manifolds under random projections
22	256	Adaptive total variation deringing method for image interpolation	claim
23	254	Face hallucination VIA sparse coding	claim
24	253	Appearance-based object detection in colour retinal images	claim
25	253	A fuzzy approach for background subtraction	claim
26	250	Compressive image fusion	claim
27	248	Hybrid tracking approach using optical flow and pose estimation	claim
28	244	Spatio-spectral reconstruction of the multispectral datacube using sparse recovery	claim
29	244	Reliable interest point detection under large illumination variations	claim
30	239	Managing privacy data in pervasive camera networks	claim
31	239	People re-detection using Adaboost with sift and color correlogram	claim
32	238	The path assigned mean shift algorithm: A new fast mean shift implementation for colour image segmentation	claim
33	236	Total variation super resolution using a variational approach	claim
34	231	Semiautomatic non-rigid 3-D image registration for MR-Guided Liver Cancer Surgery	claim
35	230	Wavelet-based multi-view video coding with joint best basis wavelet packets	claim
36	229	Feature-based object modelling for visual surveillance	claim
37	228	Shot classification for action movies based on motion characteristics	claim
38	228	Movie summarization based on audiovisual saliency detection	claim
39	228	Analysis of human attractiveness using manifold kernel regression	claim
40	228	Intermediate view interpolation based on multiview video plus depth for advanced 3D video systems	claim
41	227	Sparse orthonormal transforms for image compression	claim
42	227	Detection of +/-1 LSB steganography based on the amplitude of histogram local extrema	claim
43	226	Capturing light field textures for video coding	claim
44	223	Segmentation-based Perceptual Image Quality Assessment (SPIQA)	claim
45	223	H.264/AVC video scrambling for privacy protection	claim
46	222	Decoder side motion vector derivation for inter frame video coding	claim
47	221	Geodesic active regions for segmentation and tracking of human gestures in sign language videos	claim
48	220	Hardware-friendly descreening	claim
49	219	Dark line detection with line width extraction	claim
50	219	Motion detection with an unstable camera	claim
51	218	A perceptually adaptive approach to image denoising using anisotropic non-local means	claim
52	218	Resolution-progressive compression of encrypted grayscale images	claim
53	218	Cross-domain learning methods for high-level visual concept classification	claim
54	218	MPEG video object segmentation under camera motion and multimodal backgrounds	claim
55	218	Globally optimal solution to exploit rigidity when recovering structure from motion under occlusion	claim
56	217	A block-based super-resolution for video sequences	claim
57	217	Nonconvex compressive sensing and reconstruction of gradient-sparse images: Random vs. tomographic Fourier sampling	claim
58	217	Partial difference equations on graphs for Mathematical Morphology operators over images and manifolds	claim
59	216	Understanding and simplifying the structural similarity metric	claim
60	214	Consistent and regularized magnification of images	claim
61	213	Using region semantics and visual context for scene classification	claim
62	212	Multiresolutional regularization of local linear regression over adaptive neighborhoods for color management	claim
63	212	An adaptive background model initialization algorithm with objects moving at different depths	claim
64	209	Directional interpolation of noisy images	claim
65	209	Complexity modeling of H.264 entropy decoding	claim
66	209	General-purpose reduced-reference image quality assessment based on perceptually and statistically motivated image representation	claim
67	208	Voting-based active contour segmentation of fMRI images of the brain	claim
68	207	Local feature extraction for video copy detection in a database	claim
69	207	A supervised nonlinear neighborhood embedding of color histogram for image indexing	claim
70	206	Dynamic channel selection for multi-user video streaming over cognitive radio networks	claim
71	205	Evaluation and benchmark for biological image segmentation	claim
72	205	Blind image steganalysis based on run-length histogram analysis	claim
73	205	Matching texture units for face recognition	claim
74	204	Normalization and preimage problem in gaussian kernel PCA	claim
75	204	An automatic method to learn and transfer the photometric appearance of partially overlapping images	claim
76	203	The Marr wavelet pyramid	claim
77	203	AM-FM image filters	claim
78	202	Multi-view video streaming over P2P networks with low start-up delay	claim
79	201	Breast contour detection with shape priors	claim
80	200	Learning structurally discriminant features in 3D faces	claim
81	200	Boosted Interactively Distributed Particle Filter for automatic multi-object tracking	claim
82	199	A connected path approach for staff detection on a music score	claim
83	198	Kalman filtered Compressed Sensing	claim
84	198	Peer-to-peer multicast live video streaming with interactive virtual pan/tilt/zoom functionality	claim
85	198	MAP-MRF approach for binarization of degraded document image	claim
86	197	Graph-based deinterlacing	claim
87	197	Optical flow based tracking and retexturing of garments	claim
88	197	Mobile object recognition using multi-sensor information fusion in urban environments	claim
89	196	Learning action dictionaries from video	claim
90	195	A perceptual metric for blind measurement of blocking artifacts with applications in transform-block-based image and video coding	claim
91	195	Complex discriminant features for object classification	claim
92	195	Improved side information generation with iterative decoding and frame interpolation for Distributed Video Coding	claim
93	194	Adaptive decoding for halftone orientation-based data hiding	claim
94	194	Coding-gain-based complexity control for H.264 video encoder	claim
95	193	LASIC: A model invariant framework for correspondence	claim
96	193	A gradient-based hybrid image fusion scheme using object extraction	claim
97	193	Time-sequential extraction of motion layers	claim
98	192	Kernel-based high-dimensional histogram estimation for visual tracking	claim
99	191	Supervised methods for perfect segmentation in medical images	claim
100	191	Unifying analysis of full reference image quality assessment	claim
101	191	Blind forensics of contrast enhancement in digital images	claim
102	191	Efficient nonlocal-means denoising using the SVD	claim
103	190	Classification of unlabeled point sets using ANSIG	claim
104	190	Camera-based pointing interface for mobile devices	claim
105	190	Gradual transition detection using color coherence and other criteria in a video shot meta-segmentation framework	claim
106	188	Multiple image disparity correction for 3-D scene representation	claim
107	188	Reference-based probabilistic segmentation as non-rigid registration using Thin Plate Splines	claim
108	186	Robust video fingerprinting based on 2D-OPCA of affine covariant regions	claim
109	186	A study on the effect of camera motion on human visual attention	claim
110	186	Frequential and color analysis for hair mask segmentation	claim
111	185	Motion segmentation and abnormal behavior detection via behavior clustering	claim
112	185	Long term learning for image retrieval over networks	claim
113	185	Supervised image segmentation via ground truth decomposition	claim
114	185	Cooperative disparity and object boundary estimation	claim
115	185	Buffer constrained rate control for low bitrate dual-frame video coding	claim
116	185	Blind restoration of blurred photographs via AR modelling and MCMC	claim
117	185	Efficient motion estimation under varying illumination	claim
118	184	Recaptured photo detection using specularity distribution	claim
119	183	Automated line flattening of Atomic Force Microscopy images	claim
120	182	Realistic colorization via the structure tensor	claim
121	182	Augmented tree partitioning for interactive image segmentation	claim
122	181	Parameter estimation for an H.264-based distributed video coder	claim
123	181	Localization of sparse image tampering via random projections	claim
124	181	Geometry-based distributed coding of multi-view omnidirectional images	claim
125	181	A further study on steganalysis of LSB matching by calibration	claim
126	181	Effects of curvature on the analysis of landmark shape manifolds	claim
127	180	Omnidirectional tracking and recognition of persons in planar views	claim
128	180	Learning efficient codes for 3D face recognition	claim
129	180	Noise in high dynamic range imaging	claim
130	180	Uncalibrated view synthesis from Relative Affine Structure based on planes parallelism	claim
131	179	Significant jet point for facial image representation and recognition	claim
132	179	Low delay streaming of computer graphics	claim
133	179	A novel video encryption technique based on secret sharing	claim
134	178	Principal Component Analysis of spectral coefficients for mesh watermarking	claim
135	178	High-S/N imaging of a moving object using a high-frame-rate camera	claim
136	178	Design and performance of a novel low-density parity-check code for distributed video coding	claim
137	178	Efficient initialization of Mixtures of Experts for human pose estimation	claim
138	177	A new combination of 1D and 2D filter banks for effective multiresolution image representation	claim
139	177	Localization of tampering in contrast and brightness adjusted images using distributed source coding and expectation maximizatio	claim
140	177	Measuring the Global Phase Coherence of an image	claim
141	177	Graph cut segmentation of neuronal structures from transmission electron micrographs	claim
142	177	Efficient BP stereo with automatic paramemeter estimation	claim
143	177	A nonlocal-means approach to exemplar-based inpainting	claim
144	176	Prediction of preferred ClearType filters using the S-CIELAB metric	claim
145	176	A lightweight multiview tracked person descriptor for camera sensor networks	claim
146	176	Perceptual soft thresholding using the structural similarity index	claim
147	175	On the security of non-forgeable robust hash functions	claim
148	175	Palmprint image synthesis: A preliminary study	claim
149	174	Tracking through changes in scale	claim
150	174	Parallel AdaBoost algorithm for Gabor wavelet selection in face recognition	claim
151	174	Level set tracking with dynamical shape priors	claim
152	173	Super-Resolution on small moving objects	claim
153	173	Complexity modeling of spatial and temporal compensations in H.264/AVC decoding	claim
154	173	Game-theoretic analysis of maximum-payoff multiuser collusion	claim
155	173	Adaptive reference filtering for bidirectional disparity compensation with focus mismatches	claim
156	173	Efficient representation and coding of prediction residuals and parameters in frame-based animated mesh compression	claim
157	172	Using local regression kernels for statistical object detection	claim
158	172	Estimating space-variant motion blur without deblurring	claim
159	172	Describing low-level image features using the COMM ontology	claim
160	171	Ultrasound imaging LV tracking with adaptive window size and automatic hyper-parameter estimation	claim
161	171	Multi-polarity text segmentation using graph theory	claim
162	170	Correlation-based motion vector processing for motion compensated frame interpolation	claim
163	170	Motion estimation with entropy coding considerations in H.264/AVC	claim
164	169	An inpainting system for automatic image structure - texture restoration with text removal	claim
165	169	Supporting range and segment-based hysteresis thresholding in edge detection	claim
166	168	Spatio-temporal video interpolation and denoising using motion-assisted steering kernel (MASK) regression	claim
167	167	Using point correspondences without projective deformation for multi-view stereo reconstruction	claim
168	167	Illumination invariant active contour-based segmentation using complex-valued wavelets	claim
169	166	Parallel CABAC for low power video coding	claim
170	166	A real-time augmented view synthesis system for transparent car pillars	claim
171	166	Creating a face model from an unknown skull based on the tissue map	claim
172	165	Multiple description video decoding using map	claim
173	165	Correlation Embedding Analysis	claim
174	164	Viewpoint switching in multiview videos using SP-frames	claim
175	164	Photon-limited image denoising by inference on multiscale models	claim
176	163	TAC: Thresholding active contours	claim
177	163	Temporal scalability and layered transmission	claim
178	163	An iterative algorithm for linear inverse problems with compound regularizers	claim
179	163	Distributed 3D dynamic mesh coding	claim
180	163	Edge-based directional fuzzy filter for compression artifact reduction in JPEG images	claim
181	162	Edge-preservation resolution enhancement with oriented wavelets	claim
182	162	Spectral range selection for face recognition under various illuminations	claim
183	162	Spect image restoration via Recursive Inverse Filtering constrained by a probabilistic MRI atlas	claim
184	162	Conditional iterative decoding of Two Dimensional Hidden Markov Models	claim
185	162	A low-complexity packet classification algorithm for multiple description video streaming over IEEE802.11E networks	claim
186	162	Compressed sensing for multi-view tracking and 3-D voxel reconstruction	claim
187	162	Sub-band decomposed multiscale retinex with space varying gain	claim
188	161	Using disparity for quality assessment of stereoscopic images	claim
189	161	Combination of MR surface coil images using weighted constrained least squares	claim
190	161	Homography based distributed video coding for a network of cameras	claim
191	161	Connected filtering by reconstruction: Basis and new advances	claim
192	160	Saliency based objective quality assessment of decoded video affected by packet losses	claim
193	160	Automatic tonal harmonization for multi-spectral mosaics	claim
194	160	Error resilient JPEG2000 decoding for wireless applications	claim
195	159	Motion detection with false discovery rate control	claim
196	159	Improved dynamic rate shaping for H.264/AVC video streams	claim
197	159	Blind deconvolution of video sequences	claim
198	158	Robust snake convergence based on dynamic programming	claim
199	158	EKF pose estimation: How many filters and cameras to use?	claim
200	158	Multiscale recurrent pattern image coding with a flexible partition scheme	claim
201	158	Iterative pre- and post-processing for MRC layers of scanned documents	claim
202	157	Rate-efficient visual correspondences using random projections	claim
203	157	General region merging approaches based on information theory statistical measures	claim
204	156	Real-time Light Fall-off Stereo	claim
205	156	Image denoising using mixtures of Gaussian scale mixtures	claim
206	156	3D weather radar image compression using multiscale recurrent patterns	claim
207	156	Enhanced usability of iris recognition via efficient user interface and iris image restoration	claim
208	156	Shape analysis of brain ventricles for improved classification of Alzheimer's patients	claim
209	155	Motion blur free HDR image acquisition using multiple exposures	claim
210	155	Cross-talk explained	claim
211	155	A no-reference Spatial Aliasing Measure for digital image resizing	claim
212	155	A Bayesian approach to predicting the perceived interest of objects	claim
213	155	feedback free DVC architecture using machine learning	claim
214	155	Atomic decomposition dedicated to AVC and spatial SVC prediction	claim
215	155	Incorporating known features into a total variation dictionary model for source separation	claim
216	154	Efficient spatial resolution reduction transcoding for H.264/AVC	claim
217	154	Multispectral palm image fusion for accurate contact-free palmprint recognition	claim
218	154	Exploiting MPEG-7 texture descriptors for fast H.264 mode decision	claim
219	154	Fairness dynamics in multimedia colluders' social networks	claim
220	154	Adaptive block-based approach to image stabilization	claim
221	153	Modulo-PCM based encoding for high speed video cameras	claim
222	153	Image registration using Adaptive Polar Transform	claim
223	153	Robust automated ground plane rectification based on moving vehicles for traffic scene surveillance	claim
224	153	Exploiting local auto-correlation function for fast video to reference image alignment	claim
225	152	Modeling spatial patterns of shapes	claim
226	152	Hallucinating faces from thermal infrared images	claim
227	152	A near optimal coder for image geometry with adaptive partitioning	claim
228	151	Display dependent coding for 3D video on automultiscopic displays	claim
229	151	Recovering wavelet relations using SVM for image denoising	claim
230	151	Stochastic fusion of multi-view gradient fields	claim
231	149	Efficient error concealment for the whole-frame loss based on H.264/AVC	claim
232	149	Scene categorization using bag of Textons on spatial hierarchy
233	148	A ground truth for motion-based video-object segmentation	claim
234	148	Wavelet-based hybrid multilinear models for multidimensional image approximation	claim
235	148	Multi-object tracking using binary masks	claim
236	148	Macroblock-based retransmission for error-resilient video streaming	claim
237	148	A systematic study of the role of context on image classification	claim
238	148	A multimodal approach to music transcription	claim
239	146	Layered wireless video multicast using directional relays	claim
240	146	A master-slave approach for object detection and matching with fixed and mobile cameras	claim
241	145	On the coding gain of separable 2D wavelet filter banks	claim
242	145	Image retrieval and classification using associative reciprocal-image attractors	claim
243	145	Image interpolation using classification and stitching	claim
244	145	Matching tracking sequences across widely separated cameras	claim
245	144	Statistical learning based intra prediction in H.264	claim
246	143	Super-resolution of video using key frames and motion estimation	claim
247	143	Spatiotemporal modeling and matching of video shots	claim
248	143	Microarray image gridding via an evolutionary algorithm	claim
249	142	Directional motion-compensated spatio-temporal fuzzy filtering for quality enhancement of compressed video sequences	claim
250	142	A scalable complexity specification for video applications	claim
251	142	Fast fluid extensions for image registration algorithms	claim
252	142	Best post-transforms selection in a rate-distortion sense	claim
253	141	Multi-concept learning with large-scale multimedia lexicons	claim
254	141	Video denoising using 3-D Hybrid Wavelets and Directional filter banks	claim
255	141	Model-based compression of nonstationary landmark shape sequences	claim
256	140	Motion compensation based on implicit block segmentation	claim
257	140	Robust brain activation detection in functional MRI	claim
258	140	Graph-cut optimization of the ratio of functions and its application to image segmentation	claim
259	139	Subspace-based methods for image registration and super-resolution	claim
260	138	Receiver driven layered multicast with layer-aware forward error correction	claim
261	138	Algorithmic inferencing of aesthetics and emotion in natural images: An exposition	claim
262	138	Local-spectrum-based distinction between handwritten and machine-printed characters	claim
263	138	Salient point characterization for low resolution meshes	claim
264	137	Real-time face alignment with tracking in video	claim
265	137	Estimation and representation of accumulated motion characteristics for semantic event detection	claim
266	137	Fast adaptive elliptical filtering using box splines	claim
267	137	Generalised blind sampling of images	claim
268	137	Decomposition of branching volume data by tip detection	claim
269	136	Three-tiered network model for image hallucination	claim
270	135	Fast adaptive Mahalanobis distance-based search and retrieval in image databases	claim
271	135	Surface completion by minimizing energy based on similarity of shape	claim
272	135	Using a game to evaluate image retrieval, organization, and annotation	claim
273	135	Texture modulation-constrained image decomposition	claim
274	135	Extending connected operators to colour images	claim
275	134	A new theoretic framework for cross-layer optimization	claim
276	133	Emotional valence categorization using holistic image features	claim
277	133	Impact of subjective dataset on the performance of image quality metrics	claim
278	133	Image representation by compressed sensing	claim
279	133	Automatic lattice detection in near-regular histology array images	claim
280	132	Using sensor pattern noise for camera model identification	claim
281	132	Fully reversible image rotation by 1-D filtering	claim
282	131	A model for image patch-based algorithms	claim
283	131	Wyner-ZIV coding of multiview images with unsupervised learning of disparity and Gray code	claim
284	131	Raising in watershed lattices
285	130	Longitudinal aberrations caused by optical filters and their compensation in multispectral imaging	claim
286	128	A post-compensation scheme for Nonlocal Means filter based image restoration	claim
287	128	A framework for evaluating the impact of compression on registration algorithms without gold standard	claim
288	126	Robust multichannel sampling	claim
289	125	Variational Bayesian image processing on stochastic factor graphs	claim
290	124	Rate control for video coding with slice type dependencies	claim
291	124	A video Time Encoding Machine	claim
292	124	Practical PTZ camera calibration using Givens rotations	claim
293	122	An evaluation of several mesh-generation methods using a simple mesh-based image coder	claim
294	121	Inverse image problem of designing phase shifting masks in optical lithography	claim
295	120	On optimal royalty costs for video compression	claim
296	116	Localized and computationally efficient approach to shift-variant image deblurring	claim
297	112	Feature-aided particle tracking	claim
298	111	New optimized spline functions for interpolation on the hexagonal lattice	claim
299	108	Joint encoding of the depth image based representation using shape-adaptive wavelets	claim

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