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020 _a9783319196657
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024 7 _a10.1007/978-3-319-19665-7
_2doi
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072 7 _aCOM016000
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082 0 4 _a006.37
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245 1 0 _aImage Analysis
_h[electronic resource] :
_b19th Scandinavian Conference, SCIA 2015, Copenhagen, Denmark, June 15-17, 2015. Proceedings /
_cedited by Rasmus R. Paulsen, Kim S. Pedersen.
250 _a1st ed. 2015.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2015.
300 _aXV, 544 p. 227 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
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490 1 _aImage Processing, Computer Vision, Pattern Recognition, and Graphics,
_x3004-9954 ;
_v9127
505 0 _aTexture 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.
520 _aThis 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 _aComputer vision.
650 0 _aPattern recognition systems.
650 0 _aArtificial intelligence.
650 0 _aComputer graphics.
650 1 4 _aComputer Vision.
650 2 4 _aAutomated Pattern Recognition.
650 2 4 _aArtificial Intelligence.
650 2 4 _aComputer Graphics.
700 1 _aPaulsen, Rasmus R.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aPedersen, Kim S.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783319196640
776 0 8 _iPrinted edition:
_z9783319196664
830 0 _aImage Processing, Computer Vision, Pattern Recognition, and Graphics,
_x3004-9954 ;
_v9127
856 4 0 _uhttps://doi.org/10.1007/978-3-319-19665-7
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