ICIP 2001 - PDF Preprint Papers

ICIP 2001 International Conference on Image Processing

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ICIP
2001
IEEE

1605views Image Processing» more ICIP 2001»

EM algorithms of Gaussian mixture model and hidden Markov model

15 years 2 months ago

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The HMM (Hidden Markov Model) is a probabilistic model of the joint probability of a collection of random variables with both observations and states. The GMM (Gaussian Mixture Mo...

Guorong Xuan, Wei Zhang, Peiqi Chai

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Id	Views	Title	Status

1	1605	EM algorithms of Gaussian mixture model and hidden Markov model	claim
2	594	Support vector machine learning for image retrieval	claim
3	506	Tube-embodied gradient vector flow fields for unsupervised video object plane (VOP) segmentation	claim
4	296	Digital image processing in painting restoration and archiving	claim
5	295	A comparative evaluation of algorithms for fast computation of level set PDEs with applications to motion segmentation	claim
6	271	Document capture using a digital camera	claim
7	270	Efficient feature extraction for 2D/3D objects in mesh representation	claim
8	266	Faster template matching without FFT	claim
9	264	Progressive trellis-coded space-frequency quantization for wavelet image coding	claim
10	255	Lagrange multiplier selection in hybrid video coder control	claim
11	248	Pyramidal directional filter banks and curvelets	claim
12	240	Adaptive Wiener denoising using a Gaussian scale mixture model in the wavelet domain	claim
13	239	Optical flow estimation using high frame rate sequences	claim
14	239	A comparison of discrete and continuous output modeling techniques for a pseudo-2D hidden Markov model face recognition system	claim
15	239	A novel hybrid face profile recognition system using the FERET and MUGSHOT databases	claim
16	236	Adaptive motion search with elastic diamond for MPEG-4 video coding	claim
17	234	Color image coding, indexing and retrieval using binary space partitioning tree	claim
18	228	Metrics for performance evaluation of video object segmentation and tracking without ground-truth	claim
19	224	Observer motion estimation and control from optical flow	claim
20	222	Tracking of human activities using shape-encoded particle propagation	claim
21	218	The curvelet transform for image denoising	claim
22	215	Disparity map restoration by integration of confidence in Markov random fields models	claim
23	213	Affine invariant texture signatures	claim
24	207	An analysis of subjective quality in low bit rate video	claim
25	205	On-chip computation of Euler number of a binary image for efficient database search	claim
26	205	Extended fuzzy rules for image segmentation	claim
27	205	Category-based image retrieval	claim
28	205	A fully scalable 3D subband video codec	claim
29	203	Face modeling for recognition	claim
30	203	Segmentation-based spatially adaptive motion blur removal and its application to surveillance systems	claim
31	203	A directional, shift insensitive, low-redundancy, wavelet transform	claim
32	202	Multistatic passive radar imaging using the smoothed pseudo Wigner-Ville distribution	claim
33	201	Using affine correspondence to estimate 3-D facial pose	claim
34	200	Coding for the storage and communication of visualisations of 3D medical data	claim
35	199	Edge-preserving prefiltering for document image binarization	claim
36	199	Adaptive video background modeling using color and depth	claim
37	199	Content-based retrieval from image databases: current solutions and future directions	claim
38	197	Scale space segmentation of color images using watersheds and fuzzy region merging	claim
39	197	ICA-based probabilistic local appearance models	claim
40	196	Morphological degradation models and their use in document image restoration	claim
41	195	Easy Java programming for teaching image-processing	claim
42	195	Restoration of images scanned from thick bound documents	claim
43	192	Supervised segmentation and tracking of nonrigid objects using a "mixture of histograms" model	claim
44	192	Word shape recognition for image-based document retrieval	claim
45	191	Study of embedded font context and kernel space methods for improved videotext recognition	claim
46	191	A robust motion detection and estimation filter for video signals	claim
47	190	Optimal radial contour tracking by dynamic programming	claim
48	190	Use of a probabilistic shape model for non-linear registration of 3D scattered data	claim
49	190	All-phase motion compensated prediction in the wavelet domain for high performance video coding	claim
50	189	VISMap: an interactive image/video retrieval system using visualization and concept maps	claim
51	189	Application of the motion vector constraint to the regularized enhancement of compressed video	claim
52	189	Region-based approach for discriminant snakes	claim
53	189	Color mode filtering	claim
54	187	Optimum color spaces for skin detection	claim
55	187	Improving a genetic algorithm segmentation by means of a fast edge detection technique	claim
56	185	Bayesian illumination-invariant motion detection	claim
57	185	Detection of matchings in a sequence of underwater images through texture analysis	claim
58	183	Extraction of rotation invariant signature based on fractal geometry	claim
59	181	Multi-level watermarking with independent decoding	claim
60	181	Embedded multiple description coding for progressive image transmission over unreliable channels	claim
61	180	Multibit digital watermarking robust against local nonlinear geometrical distortions	claim
62	180	Multiresolution Gaussian mixture models for visual motion estimation	claim
63	180	Image retrieval with relevance feedback: from heuristic weight adjustment to optimal learning methods	claim
64	179	Directed acyclic graph based mode optimization for H.263 video encoding	claim
65	179	Blocking artifact reduction in frequency domain	claim
66	179	Video object tracking using region split and merge and a Kalman filter tracking algorithm	claim
67	178	Region-based active contours for video object segmentation with camera compensation	claim
68	178	Minimizing transmission energy in wireless video communications	claim
69	178	Face detection from cluttered images using a polynomial neural network	claim
70	178	Eyes 'n ears face detection	claim
71	178	Compression color space estimation of JPEG images using lattice basis reduction	claim
72	177	Color error diffusion with generalized optimum noise shaping	claim
73	177	Block-based segmentation and adaptive coding for visually lossless compression of scanned documents	claim
74	177	Multiple parametric motion model estimation and segmentation	claim
75	177	Recording the region of interest from FlyCam panoramic video	claim
76	176	Curves vs skeletons in object recognition	claim
77	176	Face detection using large margin classifiers	claim
78	175	Statistical wavelet subband modelling for texture classification	claim
79	175	Compression and transmission of depth maps for image-based rendering	claim
80	175	An adaptive update lifting scheme with perfect reconstruction	claim
81	175	Minimum entropy segmentation applied to multi-spectral chromosome images	claim
82	174	MPEG-7 camera	claim
83	174	Non-sequential video structuring based on video object linking: an efficient tool for video browsing and indexing	claim
84	173	Coding theoretic approach to image segmentation	claim
85	172	Image-based rendering for mixed reality	claim
86	172	Indoor vs outdoor classification of consumer photographs using low-level and semantic features	claim
87	172	Similarity measure for CCITT Group 4 compressed document images	claim
88	172	Active contour segmentation guided by AM-FM dominant component analysis	claim
89	171	Minimum discrimination information clustering: modeling and quantization with Gauss mixtures	claim
90	171	Analysis of cloudy structures evolution on meteorological satellite acquisitions	claim
91	171	Image stabilization algorithms for video-surveillance applications	claim
92	170	Combining support vector machines for accurate face detection	claim
93	170	Geometric hashing techniques for watermarking	claim
94	169	Capturing image semantics with low-level descriptors	claim
95	169	Morphological scale-space analysis and feature extraction	claim
96	169	Reconstruction of sculpture from uncalibrated image profiles	claim
97	167	Facial parameter extraction system based on active contours	claim
98	166	Edge-enhancing super-resolution using anisotropic diffusion	claim
99	166	Sprite generation for frame-based video coding	claim
100	165	Anti-geometric diffusion for adaptive thresholding and segmentation	claim
101	165	B-spline active contours for fast video segmentation	claim
102	164	Recognising human and animal movement by symmetry	claim
103	164	New robust Hausdorff distance-based face detection	claim
104	163	Multispectral image fusion and merging using multiscale fundamental forms	claim
105	163	Video similarity detection with video signature clustering	claim
106	163	Moving target tracking algorithm based on the confidence measure of motion vectors	claim
107	163	Head gestures recognition	claim
108	162	Closed surface reconstruction in X-ray tomography	claim
109	162	Eye state tracking for face cloning	claim
110	161	Image data mining from financial documents based on wavelet features	claim
111	161	Higher order autocorrelations for pattern classification	claim
112	160	Adaptive suppression of RFI and its effect on radio-astronomical image formation	claim
113	160	All-integer Hough transform: performance evaluation	claim
114	160	Two-dimensional discriminative filters for image template detection	claim
115	160	Prescient mode selection for robust video coding	claim
116	159	Adaptive basis selection for multi texture segmentation by M-band wavelet packet frames	claim
117	159	Automatic multi-modal dialogue scene indexing	claim
118	159	A hierarchical image authentication watermark with improved localization and security	claim
119	159	Image denoising using adaptive subband decomposition	claim
120	159	Generation of semantic cues for sports video annotation	claim
121	158	Time split linear quadtree for indexing image databases	claim
122	157	Color image segmentation based on automatic morphological clustering	claim
123	156	Integrating color and spatial features for content-based video retrieval	claim
124	155	A recursive optimal relevance feedback scheme for content based image retrieval	claim
125	155	A new perceived motion based shot content representation	claim
126	155	Optimal recovery approach to image interpolation	claim
127	154	Improving motion and orientation estimation using an equilibrated total least squares approach	claim
128	154	(Automatic) target detection in synthetic aperture radar imagery via terrain recognition	claim
129	154	Region-of-interest coding based on set partitioning in hierarchical trees	claim
130	154	Visual tracking of jellyfish in situ	claim
131	153	A new robust 3D motion estimation under perspective projection	claim
132	153	Shape measures for image retrieval	claim
133	153	A new basis selection paradigm for wavelet packet image coding	claim
134	153	DCT quantization noise in compressed images	claim
135	152	Shape description of three-dimensional images based on medial axis	claim
136	152	On the compression of two-dimensional piecewise smooth functions	claim
137	152	DWT based non-parametric texture modeling	claim
138	151	Similarity matching of arbitrarily shaped video by still shape features and shape deformations	claim
139	151	Rate-distortion optimized video coding considering frameskip	claim
140	151	Unbalanced multiple description video communication using path diversity	claim
141	151	Variable-conductance, level-set curvature for image denoising	claim
142	150	Inference of directional spatial relationship between points: a probabilistic approach	claim
143	150	Dynamic Active Search for quick object detection with pan-tilt-zoom camera	claim
144	150	Adaptive algorithms for variable-complexity video coding	claim
145	149	Robust fast extraction of video objects combining frame differences and adaptive reference image	claim
146	148	An object based motion method for video coding	claim
147	148	Fast computation of morphological area pattern spectra	claim
148	148	Real time trinocular stereo for tele-immersion	claim
149	148	Matching pursuits multiple description coding for wireless video	claim
150	148	Minutiae data synthesis for fingerprint identification applications	claim
151	147	Robust estimation of depth and motion using stochastic approximation	claim
152	147	Resolution improving method from multi-focal omnidirectional images	claim
153	146	Image motion estimation-convergence and error analysis	claim
154	146	Classification of homologous human chromosomes using mutual information maximization	claim
155	146	(Semi-)automatic recognition of microorganisms in water	claim
156	145	Feature coincidence trees for registration of ultrasound breast images	claim
157	144	Turbo coding for sample-level watermarking in the DCT domain	claim
158	144	Shape- and appearance-based segmentation of volumetric medical images	claim
159	144	Classification of compound images based on transform coefficient likelihood	claim
160	144	On the security of the SARI image authentication system	claim
161	144	A self-referencing level-set method for image reconstruction from sparse Fourier samples	claim
162	143	A unified memory based approach to cut, dissolve, key frame and scene analysis	claim
163	143	Fast algorithms for DCT-domain video transcoding	claim
164	143	High-quality isosurface rendering with exact gradient	claim
165	143	Temporal interpolation of video sequences using zonal based algorithms	claim
166	142	FM halftoning via block error diffusion	claim
167	142	Region-based color image indexing and retrieval	claim
168	142	Multiscale anisotropic filtering of color images	claim
169	141	Secure scalable streaming enabling transcoding without decryption	claim
170	141	A fast algorithm for accurate content-adaptive mesh generation	claim
171	141	3D tracking of multi-objects using color and stereo for HCI	claim
172	141	A new filtering method for ultrasound images incorporating prior statistics concerning medical features	claim
173	140	Look-up-table based DCT domain inverse motion compensation	claim
174	140	A face and gesture recognition system based on an active stereo sensor	claim
175	140	A rate-distortion optimal video pre-processing algorithm	claim
176	139	Algorithmic modifications to SPIHT	claim
177	137	Wavelet shrinkage with correlated wavelet coefficients	claim
178	137	Constant pace skimming and temporal sub-sampling of video using motion activity	claim
179	137	Using hidden Markov model for Chinese business card recognition	claim
180	137	Interpolated Mth band filters for image size conversion	claim
181	136	Lossless and near-lossless image compression with color transformations	claim
182	136	A temporal error concealment method for MPEG coded video using a multi-frame boundary matching algorithm	claim
183	136	Statistical image restoration based on adaptive wavelet models	claim
184	135	Modified MPEG-2 video coders with efficient multi-layer scalability	claim
185	135	Hyperspectral image coding using 3D transforms	claim
186	134	Generalized partial distortion search algorithm for block-matching motion estimation	claim
187	134	High-resolution video mosaicing	claim
188	133	Generalized multiscale connected operators with applications to granulometric image analysis	claim
189	133	Jointly optimal coding of texture and shape	claim
190	133	A flexible polygon representation of multiple overlapping regions of interest for wavelet-based image coding	claim
191	133	The orientation adaptive lapped biorthogonal transform for efficient image coding	claim
192	132	On sparse signal representations	claim
193	131	Efficient fine granular scalable video coding	claim
194	131	Challenging the mobile multimedia frontier over IMT-2000 network	claim
195	131	Video compression using context-based adaptive arithmetic coding	claim
196	131	N-dimensional zonal algorithms. The future of block based motion estimation?	claim
197	130	Image reconstruction from localized Fourier magnitude	claim
198	130	A new efficient algorithm for fitting of rectangles and squares	claim
199	129	Lossy and lossless compression for color-quantized images	claim
200	129	Bayesian resolution-enhancement framework for transform-coded video	claim
201	129	Joint source-channel coding for scalable video over DS-CDMA multipath fading channels	claim
202	129	Use of neural networks for behaviour understanding in railway transport monitoring applications	claim
203	128	Synthesis and applications of lattice image operators based on fuzzy norms	claim
204	128	Motion estimation for low power video devices	claim
205	127	Summarizing wearable video	claim
206	127	Color segmentation through independent anisotropic diffusion of complex chromaticity and lightness	claim
207	126	The HISCORE camera a real time three dimensional and color camera	claim
208	126	Face detection in color images	claim
209	126	Bayesian high-resolution reconstruction of low-resolution compressed video	claim
210	125	Automatic monitoring of waste-water in industrial plants basins	claim
211	125	Orthogonal quincunx wavelets with fractional orders	claim
212	124	New algorithms for computing directional discrete Fourier transforms	claim
213	124	Complex event classification in degraded image sequences	claim
214	123	An unsupervised color image segmentation algorithm for face detection applications	claim
215	123	Tomographic image reconstruction using content-adaptive mesh modeling	claim
216	123	Imaging of fast moving targets using undersampled SAR raw-data	claim
217	123	Multistage adaptive prediction using local area based predictor evaluation	claim
218	123	Visual perception in familiar, complex tasks	claim
219	122	Handwritten text localization in skewed documents	claim
220	122	Progressive fractal coding	claim
221	122	Approximation-theoretic analysis of translation invariant wavelet expansions	claim
222	121	An integrated system for the assessment of ultrasonic imaging atherosclerotic carotid plaques	claim
223	121	Scene boundary detection via video self-similarity analysis	claim
224	120	Integrated multimedia processing for topic segmentation and classification	claim
225	119	Towards automatic modeling of 3D cultural heritage	claim
226	119	Invariant representation in image processing	claim
227	118	Improved ROI and within frame discriminant features for lipreading	claim
228	117	On the estimation of spectral data: a genetic algorithm approach	claim
229	116	Memory hierarchy exploration for low power architectures in embedded multimedia applications	claim
230	116	Performance prediction for vocabulary-supported image retrieval	claim
231	114	A scalable integrated region-based image retrieval system	claim
232	114	A wavelet approach to double-sided document image pair processing	claim
233	113	A new video-object watermarking scheme robust to object manipulation	claim
234	113	PCA-based representation of color distributions for color-based image retrieval	claim
235	112	Quantifying visual distortion in low-rate wavelet-coded images	claim
236	111	Finding objects in a 3D environment by combining distance measurement and color indexing	claim
237	110	Hierarchical watermarking depending on local constraints	claim
238	110	A suitability metric for mouth tracking through chromatic segmentation	claim
239	110	I/P frame selection using classification based mode decision	claim
240	109	Robust matching by dynamic space warping for accurate face recognition	claim
241	107	An evolving localised learning model for on-line image colour quantisation	claim
242	103	Imaging applications of stochastic minimal graphs	claim
243	101	Rate allocation criteria in source-channel coding of images	claim
244	99	Rate-distortion unequal error protection for fractal image codes	claim

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