Image Analysis : 19th Scandinavian Conference, SCIA 2015, Copenhagen, Denmark, June 15-17, 2015. Proceedings / edited by Rasmus R. Paulsen, Kim S. Pedersen.

Format:

Book

Contributor:

Paulsen, Rasmus R., Editor.

Pedersen, Kim S., Editor.

SpringerLink (Online service)

Series:

Computer Science (SpringerNature-11645)

LNCS sublibrary. Image processing, computer vision, pattern recognition, and graphics ; SL 6, 9127

Image Processing, Computer Vision, Pattern Recognition, and Graphics ; 9127

Language:

English

Subjects (All):

Computer vision.

Pattern recognition systems.

Artificial intelligence.

Computer graphics.

Computer Vision.

Automated Pattern Recognition.

Artificial Intelligence.

Computer Graphics.

Local Subjects:

Computer Vision.

Automated Pattern Recognition.

Artificial Intelligence.

Computer Graphics.

Physical Description:

1 online resource (XV, 544 pages) : 227 illustrations

Edition:

1st ed. 2015.

Contained In:

Springer Nature eBook

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2015.

System Details:

text file PDF

Summary:

This book constitutes the refereed proceedings of the 19th Scandinavian Conference on Image Analysis, SCIA 2015, held in Copenhagen, Denmark, in June 2015. The 45 revised papers presented were carefully reviewed and selected from 67 submissions. The contributions are structured in topical sections on novel applications of vision systems, pattern recognition, machine learning, feature extraction, segmentation, 3D vision to medical and biomedical image analysis.

Contents:

Texture Removal Preserving Edges by Diffusion

Oriented shape index histograms for cell classification

Dictionary Based Image Segmentation

A Framework for Articulated Hand Pose Estimation and Evaluation

Exploring Compression Impact on Face Detection using Haar-like Features

Computer Vision for Head Pose Estimation: Review of a Competition

3D point representation for pose estimation : Accelerated SIFT vs ORB

Uberatlas: Robust Speed-Up of Feature-Based Registration and Multi-Atlas Segmentation

Classification of Alzheimer's disease from MRI using sulcal morphology

Coloring Channel Representations for Visual Tracking

High-Speed Hand Tracking for Studying Human-Computer Interaction

Correction of Motion Artifacts for Real-Time Structured Light

Brain Image Motion Correction: Impact of incorrect calibration and noisy tracking

Heartbeat Signal from Facial Video for Biometric Recognition

Consensus clustering using kNN mode seeking

Discriminating Yogurt Microstructure Using Diffuse Reflectance Images

An ensemble of 2D convolutional neural networks for tumor segmentation

Anatomically correct surface recovery: A statistical approach

Boosting Small-Data Performance of LBP: A Case Study in Celiac Disease Diagnosis

Image Registration of Cochlear micro-CT Data Using Heat Distribution Similarity

Persistent Evidence of Local Image Properties in Generic ConvNets

Wooden Knot Detection Using ConvNet Transfer Learning

Regularizing Image Intensity Transformations Using the Wasserstein Metric

Categorisation of 3D Objects in Range Images Using Compositional Hierarchies of Parts Based on MDL and Entropy Selection Criteria

Characterizing Digital Light Processing (DLP) 3D Printed Primitives

Joint Spatial-Depth Feature Pooling for RGB-D Object Classification

Category-Sensitive Hashing and Bloom Filter Based Descriptors for Online Keypoint Recognition

Deep Semantic Pyramids for Human Attributes and Action Recognition

Democratic Tone Mapping Using Optimal K-means Clustering

Analysis of thermal video for coarse to fine particle tracking in volcanic explosion plumes

Change Point Geometry for Change Detection in Video

Progressive Visual Object Detection with Positive Training Examples Only

RSD-HoG: A new image descriptor

Using Motion Tracking to Detect Spontaneous Movements in Infants

OMEG: Oulu Multi-pose Eye Gaze Dataset

Image alignment for panorama stitching in sparsely structured environments -Microscopy Image Enhancement for Cost-Effective Cervical Cancer Screening

Quantification of Brain Access of Exendin-4 in the C57BL Mouse Model by SPIM Fluorescence Imaging and the Allen Mouse Brain Reference Model

Measuring the radius of meniscus ring during the growth of silicon rods

Accuracy in Robot Generated Image Data Sets

Face Verification Based on Gabor Region Covariance Matrices

Detecting rails and obstacles using a train-mounted thermal camera

Dictionary Based Segmentation in Volumes

Face Recognition Using Smoothed High-Dimensional Representation

Gender Classification by LUT based boosting of Overlapping Block Patterns.

Other Format:

Printed edition:

ISBN:

978-3-319-19665-7

9783319196657

Access Restriction:

Restricted for use by site license.