NDLI: Learning skin distribution using a sparse map

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2004 International Conference on Image Processing (ICIP) (IEEE Cat. No.04CH37580)

Table of contents

Time-frequency based radar image formation

ISAR - radar imaging of targets with complicated motion

A survey on ISAR autofocusing techniques

SAR image formation via inversion of Radon transforms

Long integration fine resolution SAR image formation

Performance evaluation of back-projection and range migration algorithms in foliage penetration radar imaging

Distortion in the ISAR (inverse synthetic aperture radar) images from moving targets

Quantitative steganalysis of binary images

Authentication of MPEG-4-based surveillance video

Estimating and undoing rotation for print-scan resilient data hiding

Radon/ridgelet signature for image authentication

Watermarking of 3D models for data hiding

Data hiding in curves for collusion-resistant digital fingerprinting

Estimation of attacker's scale and noise variance for QIM-DC watermark embedding

Data hiding using trellis coded quantization

Regularization studies on LDA for face recognition

A novel pupil localization method based on GaborEye model and radial symmetry operator

Feature selection for subject identification in surveillance photos [face recognition applications]

Estimating facial pose from a sparse representation [face recognition applications]

Face recognition using recursive Fisher linear discriminant with Gabor wavelet coding

A supervised nonlinear local embedding for face recognition

Fusion of 2D and 3D data in three-dimensional face recognition

Pose and illumination compensation for 3D face recognition

Advanced block size selection algorithm for inter frame coding in H.264/MPEG-4 AVC

Robust video transmission using H.264 and real-valued BCH frames

Video encoder complexity reduction by estimating skip mode distortion

A new color transform for RGB coding

Rate-distortion-complexity optimization of fast motion estimation in H.264/MPEG-4 AVC

From 8-tap DCT to 4-tap integer-transform for MPEG to H.264/AVC transcoding

Fast mode decision for inter prediction in H.264

A Lagrangian optimized rate control algorithm for the H.264/AVC encoder

An evolutionary snake algorithm for the segmentation of nuclei in histopathological images

Multiframe nonrigid motion analysis with anisotropic spatial constraints: applications to cardiac image analysis

Segmentation of microscope cell images via adaptive eigenfilters

Detection and classification of bright lesions in color fundus images

Evaluation of shadow classification techniques for object detection and tracking

Adaptive gating in Gaussian Bayesian multi-target tracking

Automatic assessment of mammographic positioning on the mediolateral oblique view

Locating the optic disk in retinal images via plausible detection and constraint satisfaction

A new family of embedded multiple description scalar quantizers [image coding applications]

Error resilience video coding in H.264 encoder with potential distortion tracking

Error-propagation reduction in a balanced multiple description video coder

Visibility of individual packet losses in MPEG-2 video

Motion compensated shape error concealment [MPEG-4]

A fluid model for error propagation characterization in video coding

A gradient based approach for stereoscopic error concealment

Recursive decoder distortion estimation based on AR(1) source modeling for video

Fast face segmentation in component color space

Color segmentation of ink-characters: application to meat tracability control

Learning skin distribution using a sparse map

Color space selection for unsupervised color image segmentation by histogram multi-thresholding

Robust skin segmentation using neighborhood information

Proposal of the hybrid spectral gradient method to extract character/text regions from general scene images

Image segmentation based on hierarchical mapping

Features extraction on complex images

A semi-supervised support vector machine for texture segmentation

Scale and rotation invariant texture features from the dual-tree complex wavelet transform

Segmentation of object regions using depth information

A 3D CA-based edge operator for 3D images

Texture classification based on spatial dependence features using co-occurrence matrices and Markov random fields

Defect detection on hardwood logs using high resolution three-dimensional laser scan data

A robust speckle reducing anisotropic diffusion

Edge detection based on decision-level information fusion and its application in hybrid image filtering

Order filter with progressively decimated filtering window: application to colour image enhancement

Accelerating SVD on reconfigurable hardware for image denoising

Image enhancement using stochastic resonance [sonar image processing applications]

Filtering of color map images by context tree modeling

Tikhonov regularization versus scale space: a new result [image processing applications]

Estimating the phase congruency of localised frequencies

Texture segmentation using directional empirical mode decomposition

A matching method based on marker-controlled watershed segmentation

H-thinning for gray-scale images

Motion-based spatial-temporal image repairing

Temporal filtering of wavelet-compressed motion imagery

Two layer segmentation for handling pathological motion in degraded post production media

Optimal block boundary pre/post-filtering for wavelet-based image and video compression

A filtering approach to edge preserving MAP estimation of images

Joint blind separation and restoration of mixed degraded images for document analysis

Desensitisation of medical images restoration under crude estimates of mobile radio channels

Estimating first order finite-difference information in image restoration problems

Restoration of halftoned color-quantized images using projection onto convex sets

Perceptual image quality assessment based on Bayesian networks

Recognition of partly occluded person actions in meeting scenarios

Adaptive segmentation for gymnastic exercises based on change detection over multiresolution combined differences

A knowledge-based approach to domain-specific compressed video analysis

Annoyance of spatio-temporal artifacts in segmentation quality assessment [video sequences]

Human detection in groups using a fast mean shift procedure

A probabilistic framework for segmentation and tracking of multiple non rigid objects for video surveillance

Temporal stabilization of video object segmentation for 3D-TV applications

Integration of motion and image features for automatic video object segmentation

Motion estimation and detection of complex object by analyzing resampled movements of parts

Multiple motion segmentation with level sets without prior information

LV contour tracking in MRI sequences based on the generalized fuzzy GVF

Fast motion estimation and motion segmentation using multi-scale approach

A motion field reconstruction scheme for smooth boundary video object segmentation

Temporal video segmentation using global motion estimation and discrete curve evolution

Using multiscale top points in image matching

Rotation invariant texture features using rotated complex wavelet for content based image retrieval

A framework for soft hashing and its application to robust image hashing

Combining local class patterns and discovered semantics for image retrieval

Image retrieval based on projective invariance

A novel 2D shape matching algorithm based on B-spline modeling

CVPIC image retrieval based on block colour co-occurance matrix and pattern histogram

Symmetry feature in content-based image retrieval

Region correspondence for image retrieval using graph-theoretic approach and maximum likelihood estimation

Efficient image coding for access to pixel ranges

Compressed domain feature transformation using evolutionary strategies for image classification

Image database retrieval using sketched queries

JPEG2000 vs. JPEG from an image retrieval point of view

A video coding system for sign language communication at low bit rates

DCT-based phase correlation motion estimation

A new rate control scheme for H.264 video coding

An early detection of all-zero DCT blocks in H.264

Energy scalability in multimedia codec using NQDCT

A fast H.264 intra prediction algorithm using macroblock properties

Inter frame coding with template matching spatio-temporal prediction

New scaling technique for direct mode coding in B pictures

Tree structured hybrid intra prediction

Perceptually weighted distortion measure in low bitrate block-based video coders

Variable block-size transform and entropy coding at the enhancement layer of FGS [fine granularity scalable video coding]

Hierarchical mode search with classification of bisectional prediction modes based on the position of motion boundary [video coding]

Perceptually-adaptive pre-processing for motion-compensated residue in video coding

JPEG-matched data filling of sparse images

A two-dimensional lifting scheme of integer wavelet transform for lossless image compression

Palette reordering under an exponential power distribution model of prediction residuals

A comparison of non-orthogonal and orthogonal fractal decoding [image coding applications]

Analysis/synthesis systems for progressive-to-lossless embedded wavelet image coding

Comparison of lossy to lossless compression techniques for digital cinema

Lossless compression of color mosaic images

Demosaicking and JPEG2000 compression of microscopy images

Quality and complexity comparison of H.264 intra mode with JPEG2000 and JPEG

Distributed compression of the plenoptic function

Joint data compression and error protection for collaborative transmission

Error resilience supporting bi-directional frame recovery for video streaming

H.264-based stream morphing with scalable motion coding

H.264/AVC data partitioning for mobile video communication

Approximation of images by basis functions for multiple region segmentation with level sets

Joint dense 3D interpretation and multiple motion segmentation of temporal image sequences: a variational framework with active curve evolution and level sets

Active contour models - a multiscale implementation for anatomical feature delineation in cervical images

Person authentication using ASM based lip shape and intensity information

Network friendly media security: rationales, solutions, and open issues

Security evaluation for communication-friendly encryption of multimedia

A novel lossy-to-lossless watermarking scheme for JPEG2000 images

Secure transcoding with JPSEC confidentiality and authentication

Estimating the quality of face localization for face verification

Statistical transformations of frontal models for non-frontal face verification

Efficient face orientation discrimination

Omni-directional face detection based on real AdaBoost

A robust face detector under partial occlusion

Mean-shift based mixture model for face detection in color image

Stereo head/face detection and tracking

Margin-maximization discriminant analysis for face recognition

A rate-constrained key-frame extraction scheme for channel-aware video streaming

Optimal video summarization with a bit budget constraint

An importance measurement for video and its application to TV news items distillation

A new approach to automatic music video summarization

A generic mid-level representation for semantic video analysis

Dynamic Bayesian network based event detection for soccer highlight extraction

Grouping video shots into scenes based on 1D mosaic descriptors

Distributed MPEG-7 image indexing using small world user agents

Automatic image decomposition

A partial differential equation approach to image zoom

A new approach to thinning based on time-reversed heat conduction model [image processing]

Multiplicative multiresolution decomposition for 2D signals: application to speckle reduction in SAR images

Isotropic-polyharmonic B-splines and wavelets

An implemented architecture of deblocking filter for H.264/AVC

A new similarity measure using Hausdorff distance map

Contour simplification using non-linear diffusion

Robust perceptual image hashing using feature points

Feature statistical retrieval applied to content based copy identification

Robust video signature based on ordinal measure

Image retrieval based on feature weighting and relevance feedback

Semantic-based traffic video retrieval using activity pattern analysis

Detection of unique people in news programs using multimodal shot clustering

A simple and fast color-based human face detection scheme for content-based indexing and retrieval

A pinhole camera modeling of motion vector field for tennis video analysis

Blind source camera identification

Bilevel image watermarking for image authentication surviving JPEG lossy compression

Proceedings 2003 International Conference on Image Processing (Cat. No.03CH37429)

Proceedings. International Conference on Image Processing

Proceedings 2001 International Conference on Image Processing (Cat. No.01CH37205)

Proceedings 2000 International Conference on Image Processing (Cat. No.00CH37101)

Proceedings 1999 International Conference on Image Processing (Cat. 99CH36348)

Proceedings 1998 International Conference on Image Processing. ICIP98 (Cat. No.98CB36269)

Proceedings of International Conference on Image Processing

Proceedings of 3rd IEEE International Conference on Image Processing

Proceedings., International Conference on Image Processing

Proceedings of 1st International Conference on Image Processing

Learning skin distribution using a sparse map

Content Provider	IEEE Xplore Digital Library
Author	Gottumukkal, R. Asari, V.A.K.
Copyright Year	2004
Description	Author affiliation: Dept. of Electr. & Comput. Eng., Old Dominion Univ., Norfolk, VA, USA (Gottumukkal, R.; Asari, V.A.K.)
Abstract	We present a new skin modeling technique based on SNoW (sparse network of Winnows) for accurate and robust skin region detection. A skin distribution map (SDM) representing the sparse network is trained with skin pixels to learn their distribution in a color space. We then train the SDM with non-skin pixels to unlearn the distribution of the non-skin pixels, which overlap with the skin pixels in the color space. This skin model can be used for skin detection on any color space. We have found the accuracy of skin detection using SDM to be slightly better than that using the skin probability map (SPM) method. The main advantage of using the SDM method over the SPM method is that the complexity, memory requirements and time for skin detection are reduced significantly.
Starting Page	199
Ending Page	202
File Size	278883
Page Count	4
File Format	PDF
ISBN	0780385543
ISSN	15224880
DOI	10.1109/ICIP.2004.1418724
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2004-10-24
Publisher Place	Singapore
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Skin Snow Scanning probe microscopy Humans Face detection Pixel Layout Lighting Image color analysis Electronic mail
Content Type	Text
Resource Type	Article

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