國立虎尾科技大學 |

Image Analysis = 19th Scandinavian Conference, SCIA 2015, Copenhagen, Denmark, June 15-17, 2015. Proceedings /

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Image Analysis/ edited by Rasmus R. Paulsen, Kim S. Pedersen.
Reminder of title:	19th Scandinavian Conference, SCIA 2015, Copenhagen, Denmark, June 15-17, 2015. Proceedings /
other author:	Paulsen, Rasmus R.
Description:	XV, 544 p. 227 illus.online resource. :
Contained By:	Springer Nature eBook
Subject:	Optical data processing. -
Online resource:	https://doi.org/10.1007/978-3-319-19665-7
ISBN:	9783319196657

Image Analysis = 19th Scandinavian Conference, SCIA 2015, Copenhagen, Denmark, June 15-17, 2015. Proceedings /
Image Analysis19th Scandinavian Conference, SCIA 2015, Copenhagen, Denmark, June 15-17, 2015. Proceedings /[electronic resource] :edited by Rasmus R. Paulsen, Kim S. Pedersen. - 1st ed. 2015. - XV, 544 p. 227 illus.online resource. - Image Processing, Computer Vision, Pattern Recognition, and Graphics ;9127. - Image Processing, Computer Vision, Pattern Recognition, and Graphics ;9219.

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.

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.

ISBN: 9783319196657

Standard No.: 10.1007/978-3-319-19665-7doiSubjects--Topical Terms:

639187
Optical data processing.

LC Class. No.: TA1630-1650

Dewey Class. No.: 006.6

Image Analysis = 19th Scandinavian Conference, SCIA 2015, Copenhagen, Denmark, June 15-17, 2015. Proceedings /
LDR:05167nam a22004335i 4500 001 969302
003 DE-He213
005 20200706113745.0
007 cr nn 008mamaa
008 201211s2015 gw | s |||| 0|eng d
020 $a 9783319196657 $9 978-3-319-19665-7
024 7 $a 10.1007/978-3-319-19665-7 $2 doi
035 $a 978-3-319-19665-7
050 4 $a TA1630-1650
072 7 $a UYT $2 bicssc
072 7 $a COM012000 $2 bisacsh
072 7 $a UYT $2 thema
072 7 $a UYQV $2 thema
082 0 4 $a 006.6 $2 23
082 0 4 $a 006.37 $2 23
245 1 0 $a Image Analysis $h [electronic resource] : $b 19th Scandinavian Conference, SCIA 2015, Copenhagen, Denmark, June 15-17, 2015. Proceedings / $c edited by Rasmus R. Paulsen, Kim S. Pedersen.
250 $a 1st ed. 2015.
264 1 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2015.
300 $a XV, 544 p. 227 illus. $b online resource.
336 $a text $b txt $2 rdacontent
337 $a computer $b c $2 rdamedia
338 $a online resource $b cr $2 rdacarrier
347 $a text file $b PDF $2 rda
490 1 $a Image Processing, Computer Vision, Pattern Recognition, and Graphics ; $v 9127
505 0 $a 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.
520 $a 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.
650 0 $a Optical data processing. $3 639187
650 0 $a Pattern recognition. $3 1253525
650 0 $a Artificial intelligence. $3 559380
650 0 $a Computer graphics. $3 561602
650 1 4 $a Image Processing and Computer Vision. $3 670819
650 2 4 $a Pattern Recognition. $3 669796
650 2 4 $a Artificial Intelligence. $3 646849
650 2 4 $a Computer Graphics. $3 669895
700 1 $a Paulsen, Rasmus R. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 883200
700 1 $a Pedersen, Kim S. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1264869
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
776 0 8 $i Printed edition: $z 9783319196664
776 0 8 $i Printed edition: $z 9783319196640
830 0 $a Image Processing, Computer Vision, Pattern Recognition, and Graphics ; $v 9219 $3 1253644
856 4 0 $u https://doi.org/10.1007/978-3-319-19665-7
912 $a ZDB-2-SCS
912 $a ZDB-2-SXCS
912 $a ZDB-2-LNC
950 $a Computer Science (SpringerNature-11645)
950 $a Computer Science (R0) (SpringerNature-43710)