Del 9127 - Lecture Notes in Computer Science

Image Analysis

19th Scandinavian Conference, SCIA 2015, Copenhagen, Denmark, June 15-17, 2015. Proceedings

Häftad, Engelska, 2015

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This book constitutes the refereed proceedings of the 19th Scandinavian Conference on Image Analysis, SCIA 2015, held in Copenhagen, Denmark, in June 2015.

Produktinformation

Utgivningsdatum2015-06-02
Mått155 x 235 x 30 mm
Vikt838 g
FormatHäftad
SpråkEngelska
SerieLecture Notes in Computer Science
Antal sidor544
FörlagSpringer International Publishing AG
ISBN9783319196640

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Systemvetenskap och AI inom Data och IT
Programmeringsböcker inom Data och IT
Artificiell intelligens inom Data och IT

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 MicrostructureUsing 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.