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020			_a9783030871567 _9978-3-030-87156-7
024	7		_a10.1007/978-3-030-87156-7 _2doi
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245	1	0	_aComputer Vision Systems _h[electronic resource] : _b13th International Conference, ICVS 2021, Virtual Event, September 22-24, 2021, Proceedings / _cedited by Markus Vincze, Timothy Patten, Henrik I Christensen, Lazaros Nalpantidis, Ming Liu.
250			_a1st ed. 2021.
264		1	_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2021.
300			_aXI, 259 p. 92 illus., 84 illus. in color. _bonline resource.
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
347			_atext file _bPDF _2rda
490	1		_aTheoretical Computer Science and General Issues, _x2512-2029 ; _v12899
505	0		_aAttention Systems -- Thermal Image Super-Resolution Using Second-Order Channel Attention with Varying Receptive Fields -- MARL: Multimodal Attentional Representation Learning for Disease Prediction -- Object Localization with Attribute Preference based on Top-Down Attention -- See the silence: improving visual-only voice activity detection by optical flow and RGB fusion -- Classification and Detection -- Score to Learn: a Comparative Analysis of Scoring Functions for Active Learning in Robotics -- Enhancing the performance of image classification through features automatically learned from depth-maps -- Object Detection on TPU Accelerated Embedded Devices -- Tackling Inter-Class Similarity and Intra-Class Variance for Microscopic Image-based Classification -- Semantic Interpretation -- Measuring the Sim2Real gap in 3D Object classification for different 3D data representation -- Spatially-Constrained Semantic Segmentation with Topological Μaps and Visual Εmbeddings -- Knowledge-enabled generation of semantically annotated image sequences of manipulation activities from VR demonstrations -- Make It Easier: An Empirical Simplification of a Deep 3D Segmentation Network for Human Body Parts -- Video and Motion Analysis -- Video Popularity Prediction through Fusing Early Viewership with Video Content -- Action Prediction during Human-Object Interaction based on DTW and Early Fusion of Human and Object Representations -- GridTrack: Detection and Tracking of Multiple Objects in Dynamic Occupancy Grids -- An Efficient Video Desnowing and Deraining Method with a Novel Variant Dataset -- Computer Vision Systems in Agriculture -- Robust Counting of Soft Fruit through Occlusions with Re-identification -- Non-destructive Soft Fruit Mass and Volume Estimation for Phenotyping in Horticulture -- Learning Image-based Contaminant Detection in Wool Fleece from Noisy Annotations -- Active Learning for Crop-Weed Discrimination by Image Classification from Convolutional Neural Network’s Feature Pyramid Levels.
520			_aThis book constitutes the refereed proceedings of the 13th International Conference on Computer Vision Systems, ICVS 2021, held in September 2021. Due to COVID-19 pandemic the conference was held virtually. The 20 papers presented were carefully reviewed and selected from 29 submissions. cover a broad spectrum of issues falling under the wider scope of computer vision in real-world applications, including among others, vision systems for robotics, autonomous vehicles, agriculture and medicine. In this volume, the papers are organized into the sections: attention systems; classification and detection; semantic interpretation; video and motion analysis; computer vision systems in agriculture.
650		0	_aComputer vision.
650		0	_aArtificial intelligence.
650		0	_aComputer engineering.
650		0	_aComputer networks .
650		0	_aPattern recognition systems.
650	1	4	_aComputer Vision.
650	2	4	_aArtificial Intelligence.
650	2	4	_aComputer Engineering and Networks.
650	2	4	_aAutomated Pattern Recognition.
700	1		_aVincze, Markus. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt
700	1		_aPatten, Timothy. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt
700	1		_aChristensen, Henrik I. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt
700	1		_aNalpantidis, Lazaros. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt
700	1		_aLiu, Ming. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt
710	2		_aSpringerLink (Online service)
773	0		_tSpringer Nature eBook
776	0	8	_iPrinted edition: _z9783030871550
776	0	8	_iPrinted edition: _z9783030871574
830		0	_aTheoretical Computer Science and General Issues, _x2512-2029 ; _v12899
856	4	0	_uhttps://doi.org/10.1007/978-3-030-87156-7
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