Pattern Recognition [electronic resource] : 44th DAGM German Conference, DAGM GCPR 2022, Konstanz, Germany, September 27-30, 2022, Proceedings / edited by Björn Andres, Florian Bernard, Daniel Cremers, Simone Frintrop, Bastian Goldlücke, Ivo Ihrke.

Contributor(s): Andres, Björn [editor.] | Bernard, Florian [editor.] | Cremers, Daniel [editor.] | Frintrop, Simone [editor.] | Goldlücke, Bastian [editor.] | Ihrke, Ivo [editor.] | SpringerLink (Online service).

Material type: materialTypeLabel

BookSeries: Lecture Notes in Computer Science: 13485Publisher: Cham : Springer International Publishing : Imprint: Springer, 2022Edition: 1st ed. 2022.Description: XIV, 608 p. 190 illus., 179 illus. in color. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783031167881.Subject(s): Image processing -- Digital techniques

| Computer vision

| Artificial intelligence

| Computer engineering

| Computer networks

| Computer systems

| Education -- Data processing

| Computer Imaging, Vision, Pattern Recognition and Graphics

| Artificial Intelligence

| Computer Engineering and Networks

| Computer System Implementation

| Computers and Education

Additional physical formats: Printed edition:: No title; Printed edition:: No titleDDC classification: 006 Online resources: Click here to access online

Contents:

Machine Learning Methods -- Unsupervised, Semi-supervised and Transfer Learning -- Interpretable Machine Learning -- Low-level Vision and Computational Photography -- Motion, Pose Estimation and Tracking -- 3D Vision and Stereo -- Detection and Recognition -- Language and Vision -- Scene Understanding -- Photogrammetry and Remote Sensing -- Pattern Recognition in the Life and Natural Sciences -- Systems and Applications.

In: Springer Nature eBookSummary: This book constitutes the refereed proceedings of the 44th DAGM German Conference on Pattern Recognition, DAGM GCPR 2022, which was held during September 27 - 30, 2022. The 37 papers presented in this volume were carefully reviewed and selected from 78 submissions. They were organized in topical sections as follows: machine learning methods; unsupervised, semi-supervised and transfer learning; interpretable machine learning; low-level vision and computational photography; motion, pose estimation and tracking; 3D vision and stereo; detection and recognition; language and vision; scene understanding; photogrammetry and remote sensing; pattern recognition in the life and natural sciences; systems and applications.

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This book constitutes the refereed proceedings of the 44th DAGM German Conference on Pattern Recognition, DAGM GCPR 2022, which was held during September 27 - 30, 2022. The 37 papers presented in this volume were carefully reviewed and selected from 78 submissions. They were organized in topical sections as follows: machine learning methods; unsupervised, semi-supervised and transfer learning; interpretable machine learning; low-level vision and computational photography; motion, pose estimation and tracking; 3D vision and stereo; detection and recognition; language and vision; scene understanding; photogrammetry and remote sensing; pattern recognition in the life and natural sciences; systems and applications.

Central Library

Pattern Recognition [electronic resource] : 44th DAGM German Conference, DAGM GCPR 2022, Konstanz, Germany, September 27-30, 2022, Proceedings / edited by Björn Andres, Florian Bernard, Daniel Cremers, Simone Frintrop, Bastian Goldlücke, Ivo Ihrke.

Contributor(s): Andres, Björn [editor.] | Bernard, Florian [editor.] | Cremers, Daniel [editor.] | Frintrop, Simone [editor.] | Goldlücke, Bastian [editor.] | Ihrke, Ivo [editor.] | SpringerLink (Online service).