Pattern Recognition (Record no. 175713)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 05652nam a22006375i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 978-3-030-71278-5 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | DE-He213 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20240423125231.0 |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION | |
| fixed length control field | cr nn 008mamaa |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 210316s2021 sz | s |||| 0|eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9783030712785 |
| -- | 978-3-030-71278-5 |
| 024 7# - OTHER STANDARD IDENTIFIER | |
| Standard number or code | 10.1007/978-3-030-71278-5 |
| Source of number or code | doi |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | Q337.5 |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | TK7882.P3 |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | UYQP |
| Source | bicssc |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | COM016000 |
| Source | bisacsh |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | UYQP |
| Source | thema |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.4 |
| Edition number | 23 |
| 245 10 - TITLE STATEMENT | |
| Title | Pattern Recognition |
| Medium | [electronic resource] : |
| Remainder of title | 42nd DAGM German Conference, DAGM GCPR 2020, Tübingen, Germany, September 28 – October 1, 2020, Proceedings / |
| Statement of responsibility, etc | edited by Zeynep Akata, Andreas Geiger, Torsten Sattler. |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 1st ed. 2021. |
| 264 #1 - | |
| -- | Cham : |
| -- | Springer International Publishing : |
| -- | Imprint: Springer, |
| -- | 2021. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | XV, 490 p. 13 illus. |
| Other physical details | online resource. |
| 336 ## - | |
| -- | text |
| -- | txt |
| -- | rdacontent |
| 337 ## - | |
| -- | computer |
| -- | c |
| -- | rdamedia |
| 338 ## - | |
| -- | online resource |
| -- | cr |
| -- | rdacarrier |
| 347 ## - | |
| -- | text file |
| -- | |
| -- | rda |
| 490 1# - SERIES STATEMENT | |
| Series statement | Image Processing, Computer Vision, Pattern Recognition, and Graphics, |
| International Standard Serial Number | 3004-9954 ; |
| Volume number/sequential designation | 12544 |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Normalizing Flow, Semantics, Physics, Camera Calibration -- Characterizing The Role of A Single Coupling Layer in Affine Normalizing Flows -- Semantic Bottlenecks: Quantifying & Improving Inspectability of Deep Representations -- Bias Detection and Prediction of Mapping Errors in Camera Calibration -- Learning to Identify Physical Parameters from Video Using Differentiable Physics -- Computer Vision, Pattern Recognition, Machine Learning -- Assignment Flow For Order-Constrained OCT Segmentation -- Boosting Generalization in Bio-Signal Classification by Learning the Phase-Amplitude Coupling -- Long-Tailed Recognition Using Class-Balanced Experts -- Analyzing the Dependency of ConvNets on Spatial Information -- Learning Monocular 3D Vehicle Detection without 3D Bounding Box Labels -- Observer Dependent Lossy Image Compression -- Adversarial Synthesis of Human Pose from Text -- Long-Term Anticipation of Activities with Cycle Consistency -- Multi-Stage Fusion for One-click Segmentation -- Neural Architecture Performance Prediction Using Graph Neural Networks -- Discovering Latent Classes for Semi-Supervised Semantic Segmentation -- Riemannian SOS-Polynomial Normalizing Flows -- Automated water segmentation and river level detection on camera images using transfer learning -- Does SGD Implicitly Optimize for Smoothness -- Looking outside the box: The role of context in Random Forest based semantic segmentation of PolSAR images -- Haar Wavelet based Block Autoregressive Flows for Trajectories -- Center3D: Center-based Monocular 3D Object Detection with Joint Depth Understanding -- Constellation Codebooks for Reliable Vehicle Localization -- Towards Bounding-Box Free Panoptic Segmentation -- Proposal-Free Volumetric Instance Segmentation from Latent Single-Instance Masks -- Unsupervised Part Discovery by Unsupervised Disentanglement -- On the Lifted Multicut Polytope for Trees -- Conditional Invertible Neural Networks for Diverse Image-to-Image Translation -- Image Inpainting with Learnable Feature Imputation -- 4Seasons: A Cross-Season Dataset for Multi-Weather SLAM in Autonomous Driving -- Inline Double Layer Depth Estimation with Transparent Materials -- A Differentiable Convolutional Distance Transform Layer for Improved Image Segmentation -- PET-guided Attention Network for Segmentation of Lung Tumors from PET/CT images -- Self-supervised Disentanglement of Modality-specific and Shared Factors Improves Multimodal Generative Models -- Multimodal semantic forecasting based on conditional generation of future features. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | This book constitutes the refereed proceedings of the 42nd German Conference on Pattern Recognition, DAGM GCPR 2020, which took place during September 28 until October 1, 2020. The conference was planned to take place in Tübingen, Germany, but had to change to an online format due to the COVID-19 pandemic. The 34 papers presented in this volume were carefully reviewed and selected from a total of 89 submissions. They were organized in topical sections named: Normalizing Flow, Semantics, Physics, Camera Calibration and Computer Vision, Pattern Recognition, Machine Learning. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Pattern recognition systems. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Machine learning. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Data structures (Computer science). |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Information theory. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Application software. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Computer science |
| General subdivision | Mathematics. |
| 650 14 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Automated Pattern Recognition. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Machine Learning. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Data Structures and Information Theory. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Computer and Information Systems Applications. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Mathematics of Computing. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Akata, Zeynep. |
| Relator term | editor. |
| Relator code | edt |
| -- | http://id.loc.gov/vocabulary/relators/edt |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Geiger, Andreas. |
| Relator term | editor. |
| Relator code | edt |
| -- | http://id.loc.gov/vocabulary/relators/edt |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Sattler, Torsten. |
| Relator term | editor. |
| Relator code | edt |
| -- | http://id.loc.gov/vocabulary/relators/edt |
| 710 2# - ADDED ENTRY--CORPORATE NAME | |
| Corporate name or jurisdiction name as entry element | SpringerLink (Online service) |
| 773 0# - HOST ITEM ENTRY | |
| Title | Springer Nature eBook |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Display text | Printed edition: |
| International Standard Book Number | 9783030712778 |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Display text | Printed edition: |
| International Standard Book Number | 9783030712792 |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE | |
| Uniform title | Image Processing, Computer Vision, Pattern Recognition, and Graphics, |
| -- | 3004-9954 ; |
| Volume number/sequential designation | 12544 |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | <a href="https://doi.org/10.1007/978-3-030-71278-5">https://doi.org/10.1007/978-3-030-71278-5</a> |
| 912 ## - | |
| -- | ZDB-2-SCS |
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| -- | ZDB-2-SXCS |
| 912 ## - | |
| -- | ZDB-2-LNC |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | eBooks-CSE-Springer |
No items available.