ICIP 2001 - PDF Preprint Papers

ICIP 2001 International Conference on Image Processing

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ICIP
2001
IEEE

1227views Image Processing» more ICIP 2001»

EM algorithms of Gaussian mixture model and hidden Markov model

2 years 3 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	1227	EM algorithms of Gaussian mixture model and hidden Markov model	claim
2	374	Support vector machine learning for image retrieval	claim
3	118	A comparative evaluation of algorithms for fast computation of level set PDEs with applications to motion segmentation	claim
4	109	Efficient feature extraction for 2D/3D objects in mesh representation	claim
5	99	Tube-embodied gradient vector flow fields for unsupervised video object plane (VOP) segmentation	claim
6	97	Faster template matching without FFT	claim
7	96	The curvelet transform for image denoising	claim
8	84	Optical flow estimation using high frame rate sequences	claim
9	83	Pyramidal directional filter banks and curvelets	claim
10	81	Extended fuzzy rules for image segmentation	claim
11	81	Color image coding, indexing and retrieval using binary space partitioning tree	claim
12	81	Multibit digital watermarking robust against local nonlinear geometrical distortions	claim
13	80	Coding for the storage and communication of visualisations of 3D medical data	claim
14	80	On-chip computation of Euler number of a binary image for efficient database search	claim
15	80	Progressive trellis-coded space-frequency quantization for wavelet image coding	claim
16	78	Adaptive Wiener denoising using a Gaussian scale mixture model in the wavelet domain	claim
17	76	ICA-based probabilistic local appearance models	claim
18	76	Bayesian illumination-invariant motion detection	claim
19	75	A novel hybrid face profile recognition system using the FERET and MUGSHOT databases	claim
20	74	Metrics for performance evaluation of video object segmentation and tracking without ground-truth	claim
21	73	Segmentation-based spatially adaptive motion blur removal and its application to surveillance systems	claim
22	70	Document capture using a digital camera	claim
23	67	Lagrange multiplier selection in hybrid video coder control	claim
24	66	Scale space segmentation of color images using watersheds and fuzzy region merging	claim
25	66	Observer motion estimation and control from optical flow	claim
26	66	Morphological degradation models and their use in document image restoration	claim
27	66	Region-based active contours for video object segmentation with camera compensation	claim
28	65	Tracking of human activities using shape-encoded particle propagation	claim
29	65	An adaptive update lifting scheme with perfect reconstruction	claim
30	65	Minimum entropy segmentation applied to multi-spectral chromosome images	claim
31	64	Region-of-interest coding based on set partitioning in hierarchical trees	claim
32	64	Dynamic Active Search for quick object detection with pan-tilt-zoom camera	claim
33	63	Blocking artifact reduction in frequency domain	claim
34	63	Restoration of images scanned from thick bound documents	claim
35	63	Easy Java programming for teaching image-processing	claim
36	63	Curves vs skeletons in object recognition	claim
37	61	Face detection using large margin classifiers	claim
38	61	Affine invariant texture signatures	claim
39	61	Face detection from cluttered images using a polynomial neural network	claim
40	61	A robust motion detection and estimation filter for video signals	claim
41	61	A directional, shift insensitive, low-redundancy, wavelet transform	claim
42	61	Optimal radial contour tracking by dynamic programming	claim
43	61	Image stabilization algorithms for video-surveillance applications	claim
44	60	Time split linear quadtree for indexing image databases	claim
45	59	Video object tracking using region split and merge and a Kalman filter tracking algorithm	claim
46	59	Digital image processing in painting restoration and archiving	claim
47	59	Adaptive motion search with elastic diamond for MPEG-4 video coding	claim
48	59	Combining support vector machines for accurate face detection	claim
49	58	Study of embedded font context and kernel space methods for improved videotext recognition	claim
50	58	Color mode filtering	claim
51	58	Disparity map restoration by integration of confidence in Markov random fields models	claim
52	58	Geometric hashing techniques for watermarking	claim
53	58	Statistical wavelet subband modelling for texture classification	claim
54	57	Word shape recognition for image-based document retrieval	claim
55	57	VISMap: an interactive image/video retrieval system using visualization and concept maps	claim
56	56	MPEG-7 camera	claim
57	56	Real time trinocular stereo for tele-immersion	claim
58	56	A fast algorithm for accurate content-adaptive mesh generation	claim
59	56	Similarity measure for CCITT Group 4 compressed document images	claim
60	55	An analysis of subjective quality in low bit rate video	claim
61	55	Analysis of cloudy structures evolution on meteorological satellite acquisitions	claim
62	55	Recording the region of interest from FlyCam panoramic video	claim
63	54	Generation of semantic cues for sports video annotation	claim
64	54	Face modeling for recognition	claim
65	54	Classification of compound images based on transform coefficient likelihood	claim
66	53	Multispectral image fusion and merging using multiscale fundamental forms	claim
67	53	Application of the motion vector constraint to the regularized enhancement of compressed video	claim
68	53	Moving target tracking algorithm based on the confidence measure of motion vectors	claim
69	53	New robust Hausdorff distance-based face detection	claim
70	52	Image retrieval with relevance feedback: from heuristic weight adjustment to optimal learning methods	claim
71	52	B-spline active contours for fast video segmentation	claim
72	52	On the security of the SARI image authentication system	claim
73	52	Image motion estimation-convergence and error analysis	claim
74	52	Active contour segmentation guided by AM-FM dominant component analysis	claim
75	52	Inference of directional spatial relationship between points: a probabilistic approach	claim
76	51	A comparison of discrete and continuous output modeling techniques for a pseudo-2D hidden Markov model face recognition system	claim
77	51	Supervised segmentation and tracking of nonrigid objects using a "mixture of histograms" model	claim
78	51	Capturing image semantics with low-level descriptors	claim
79	51	Optimal recovery approach to image interpolation	claim
80	51	A new basis selection paradigm for wavelet packet image coding	claim
81	51	Edge-enhancing super-resolution using anisotropic diffusion	claim
82	51	Head gestures recognition	claim
83	51	Statistical image restoration based on adaptive wavelet models	claim
84	51	Matching pursuits multiple description coding for wireless video	claim
85	50	Shape measures for image retrieval	claim
86	50	Image denoising using adaptive subband decomposition	claim
87	50	Minimum discrimination information clustering: modeling and quantization with Gauss mixtures	claim
88	50	Recognising human and animal movement by symmetry	claim
89	50	Optimum color spaces for skin detection	claim
90	50	Robust estimation of depth and motion using stochastic approximation	claim
91	49	Two-dimensional discriminative filters for image template detection	claim
92	49	Challenging the mobile multimedia frontier over IMT-2000 network	claim
93	49	Color image segmentation based on automatic morphological clustering	claim
94	49	Feature coincidence trees for registration of ultrasound breast images	claim
95	49	A fully scalable 3D subband video codec	claim
96	49	Improved ROI and within frame discriminant features for lipreading	claim
97	49	Image data mining from financial documents based on wavelet features	claim
98	49	Shape- and appearance-based segmentation of volumetric medical images	claim
99	49	Integrating color and spatial features for content-based video retrieval	claim
100	49	Color error diffusion with generalized optimum noise shaping	claim
101	49	High-quality isosurface rendering with exact gradient	claim
102	49	Minutiae data synthesis for fingerprint identification applications	claim
103	48	Unbalanced multiple description video communication using path diversity	claim
104	48	Resolution improving method from multi-focal omnidirectional images	claim
105	48	Adaptive basis selection for multi texture segmentation by M-band wavelet packet frames	claim
106	48	Algorithmic modifications to SPIHT	claim
107	48	Use of a probabilistic shape model for non-linear registration of 3D scattered data	claim
108	47	Compression color space estimation of JPEG images using lattice basis reduction	claim
109	47	Category-based image retrieval	claim
110	47	Using affine correspondence to estimate 3-D facial pose	claim
111	47	Face detection in color images	claim
112	47	Higher order autocorrelations for pattern classification	claim
113	47	Image-based rendering for mixed reality	claim
114	47	DCT quantization noise in compressed images	claim
115	47	(Semi-)automatic recognition of microorganisms in water	claim
116	47	Region-based color image indexing and retrieval	claim
117	47	Improving a genetic algorithm segmentation by means of a fast edge detection technique	claim
118	47	Robust fast extraction of video objects combining frame differences and adaptive reference image	claim
119	47	Scene boundary detection via video self-similarity analysis	claim
120	47	The orientation adaptive lapped biorthogonal transform for efficient image coding	claim
121	47	Extraction of rotation invariant signature based on fractal geometry	claim
122	47	FM halftoning via block error diffusion	claim
123	47	N-dimensional zonal algorithms. The future of block based motion estimation?	claim
124	46	Eye state tracking for face cloning	claim
125	46	Reconstruction of sculpture from uncalibrated image profiles	claim
126	46	Interpolated Mth band filters for image size conversion	claim
127	46	Visual perception in familiar, complex tasks	claim
128	46	A unified memory based approach to cut, dissolve, key frame and scene analysis	claim
129	46	Multi-level watermarking with independent decoding	claim
130	46	Adaptive suppression of RFI and its effect on radio-astronomical image formation	claim
131	46	Approximation-theoretic analysis of translation invariant wavelet expansions	claim
132	46	Directed acyclic graph based mode optimization for H.263 video encoding	claim
133	46	Detection of matchings in a sequence of underwater images through texture analysis	claim
134	46	Video compression using context-based adaptive arithmetic coding	claim
135	45	Minimizing transmission energy in wireless video communications	claim
136	45	Closed surface reconstruction in X-ray tomography	claim
137	45	Imaging applications of stochastic minimal graphs	claim
138	45	Eyes 'n ears face detection	claim
139	45	Secure scalable streaming enabling transcoding without decryption	claim
140	45	3D tracking of multi-objects using color and stereo for HCI	claim
141	45	Generalized partial distortion search algorithm for block-matching motion estimation	claim
142	45	A new robust 3D motion estimation under perspective projection	claim
143	45	An integrated system for the assessment of ultrasonic imaging atherosclerotic carotid plaques	claim
144	45	Sprite generation for frame-based video coding	claim
145	44	Lossless and near-lossless image compression with color transformations	claim
146	44	On the compression of two-dimensional piecewise smooth functions	claim
147	44	Multiresolution Gaussian mixture models for visual motion estimation	claim
148	44	Coding theoretic approach to image segmentation	claim
149	44	Adaptive video background modeling using color and depth	claim
150	44	Prescient mode selection for robust video coding	claim
151	44	Handwritten text localization in skewed documents	claim
152	44	Visual tracking of jellyfish in situ	claim
153	44	A temporal error concealment method for MPEG coded video using a multi-frame boundary matching algorithm	claim
154	44	On the estimation of spectral data: a genetic algorithm approach	claim
155	44	A new efficient algorithm for fitting of rectangles and squares	claim
156	43	The HISCORE camera a real time three dimensional and color camera	claim
157	43	Classification of homologous human chromosomes using mutual information maximization	claim
158	43	Non-sequential video structuring based on video object linking: an efficient tool for video browsing and indexing	claim
159	43	Automatic monitoring of waste-water in industrial plants basins	claim
160	43	Jointly optimal coding of texture and shape	claim
161	43	Compression and transmission of depth maps for image-based rendering	claim
162	43	Efficient fine granular scalable video coding	claim
163	43	A rate-distortion optimal video pre-processing algorithm	claim
164	43	All-phase motion compensated prediction in the wavelet domain for high performance video coding	claim
165	43	Hierarchical watermarking depending on local constraints	claim
166	43	Hyperspectral image coding using 3D transforms	claim
167	43	Temporal interpolation of video sequences using zonal based algorithms	claim
168	42	Constant pace skimming and temporal sub-sampling of video using motion activity	claim
169	42	Multistage adaptive prediction using local area based predictor evaluation	claim
170	42	Using hidden Markov model for Chinese business card recognition	claim
171	42	(Automatic) target detection in synthetic aperture radar imagery via terrain recognition	claim
172	42	A flexible polygon representation of multiple overlapping regions of interest for wavelet-based image coding	claim
173	42	Use of neural networks for behaviour understanding in railway transport monitoring applications	claim
174	42	Shape description of three-dimensional images based on medial axis	claim
175	42	Invariant representation in image processing	claim
176	42	High-resolution video mosaicing	claim
177	41	PCA-based representation of color distributions for color-based image retrieval	claim
178	41	Anti-geometric diffusion for adaptive thresholding and segmentation	claim
179	41	DWT based non-parametric texture modeling	claim
180	41	Image reconstruction from localized Fourier magnitude	claim
181	41	Summarizing wearable video	claim
182	41	Towards automatic modeling of 3D cultural heritage	claim
183	41	Wavelet shrinkage with correlated wavelet coefficients	claim
184	41	Adaptive algorithms for variable-complexity video coding	claim
185	41	Tomographic image reconstruction using content-adaptive mesh modeling	claim
186	41	A hierarchical image authentication watermark with improved localization and security	claim
187	41	Fast algorithms for DCT-domain video transcoding	claim
188	40	A face and gesture recognition system based on an active stereo sensor	claim
189	40	Content-based retrieval from image databases: current solutions and future directions	claim
190	40	On sparse signal representations	claim
191	40	Orthogonal quincunx wavelets with fractional orders	claim
192	40	Multiple parametric motion model estimation and segmentation	claim
193	40	Complex event classification in degraded image sequences	claim
194	40	A new video-object watermarking scheme robust to object manipulation	claim
195	40	Joint source-channel coding for scalable video over DS-CDMA multipath fading channels	claim
196	40	Progressive fractal coding	claim
197	40	Finding objects in a 3D environment by combining distance measurement and color indexing	claim
198	40	A wavelet approach to double-sided document image pair processing	claim
199	40	Lossy and lossless compression for color-quantized images	claim
200	40	A suitability metric for mouth tracking through chromatic segmentation	claim
201	40	Indoor vs outdoor classification of consumer photographs using low-level and semantic features	claim
202	40	A new perceived motion based shot content representation	claim
203	39	Fast computation of morphological area pattern spectra	claim
204	39	Rate-distortion optimized video coding considering frameskip	claim
205	39	Similarity matching of arbitrarily shaped video by still shape features and shape deformations	claim
206	39	A self-referencing level-set method for image reconstruction from sparse Fourier samples	claim
207	39	Embedded multiple description coding for progressive image transmission over unreliable channels	claim
208	39	An object based motion method for video coding	claim
209	39	Turbo coding for sample-level watermarking in the DCT domain	claim
210	39	Multiscale anisotropic filtering of color images	claim
211	39	Look-up-table based DCT domain inverse motion compensation	claim
212	39	All-integer Hough transform: performance evaluation	claim
213	38	A recursive optimal relevance feedback scheme for content based image retrieval	claim
214	38	Motion estimation for low power video devices	claim
215	38	Edge-preserving prefiltering for document image binarization	claim
216	38	Bayesian high-resolution reconstruction of low-resolution compressed video	claim
217	38	Improving motion and orientation estimation using an equilibrated total least squares approach	claim
218	38	A scalable integrated region-based image retrieval system	claim
219	38	Quantifying visual distortion in low-rate wavelet-coded images	claim
220	38	Block-based segmentation and adaptive coding for visually lossless compression of scanned documents	claim
221	37	Region-based approach for discriminant snakes	claim
222	37	Multistatic passive radar imaging using the smoothed pseudo Wigner-Ville distribution	claim
223	37	An unsupervised color image segmentation algorithm for face detection applications	claim
224	37	Robust matching by dynamic space warping for accurate face recognition	claim
225	37	Synthesis and applications of lattice image operators based on fuzzy norms	claim
226	37	An evolving localised learning model for on-line image colour quantisation	claim
227	36	Automatic multi-modal dialogue scene indexing	claim
228	36	Rate-distortion unequal error protection for fractal image codes	claim
229	35	Modified MPEG-2 video coders with efficient multi-layer scalability	claim
230	35	Morphological scale-space analysis and feature extraction	claim
231	35	Generalized multiscale connected operators with applications to granulometric image analysis	claim
232	35	Performance prediction for vocabulary-supported image retrieval	claim
233	35	Variable-conductance, level-set curvature for image denoising	claim
234	35	Bayesian resolution-enhancement framework for transform-coded video	claim
235	35	New algorithms for computing directional discrete Fourier transforms	claim
236	35	Integrated multimedia processing for topic segmentation and classification	claim
237	34	I/P frame selection using classification based mode decision	claim
238	34	A new filtering method for ultrasound images incorporating prior statistics concerning medical features	claim
239	34	Imaging of fast moving targets using undersampled SAR raw-data	claim
240	33	Video similarity detection with video signature clustering	claim
241	32	Rate allocation criteria in source-channel coding of images	claim
242	32	Facial parameter extraction system based on active contours	claim
243	31	Color segmentation through independent anisotropic diffusion of complex chromaticity and lightness	claim
244	28	Memory hierarchy exploration for low power architectures in embedded multimedia applications	claim

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