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Geometry and vision = first International Symposium, ISGV 2021, Auckland, New Zealand, January 28-29, 2021 : revised selected papers /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Geometry and vision/ edited by Minh Nguyen, Wei Qi Yan, Harvey Ho.
其他題名:	first International Symposium, ISGV 2021, Auckland, New Zealand, January 28-29, 2021 : revised selected papers /
其他題名:	ISGV 2021
其他作者:	Nguyen, Minh.
團體作者:	ISGV (Symposium)
出版者:	Cham :Springer International Publishing : : 2021.,
面頁冊數:	xiii, 394 p. :ill., digital ;24 cm.
內容註:	A New Noise Generating Method Based onGaussian Sampling for Privacy Preservation -- Traffic-Sign Recognition Using Deep Learning -- Tree Leaves Detection Based on Deep Learning -- Deep Learning in Medical Applications: Lesion Segmentation in Skin Cancer Images using Modified and Improved Encoder-Decoder Architecture -- Apple Ripeness Identification Using Deep Learning -- A Hand-Held Sensor System for Exploration and Thermal Mapping of Volcanic Fumarole Fields -- Traffic Sign Recognition Using Guided Image Filtering -- Towards a generic Bicubic Hermite meshtemplate for cow udders -- Sign Language Recognition from Digital Videos Using Deep Learning Methods -- New Zealand Shellfish Detection, Recognitionand Counting: a Deep Learning Approach on Mobile Devices -- Coverless Video Steganography Based on Inter Frame Combination -- Character Photo Selection for Mobile Platform -- Close Euclidean Shortest Path Crossing an Ordered 3D Skew Segment Sequence -- A lane line detection algorithm based on convolutional neural network -- Segment-and Arc-based Vectorizations by Multi-scale/Irregular Tangential Covering -- Algorithms for Computing TopologicalInvariants in Digital Spaces -- Discrete Linear Geometry on Non-Square Grid -- Electric scooter and its rider detection framework based on deep learning for supporting scooter-related injury emergency services -- Tracking Livestock using a Fully Connected Network and Kalman Filter -- A Comparison of Approaches for Synchronizing Events in Video Streams Using Audio -- Union-Retire: A New Paradigm for Single-Pass Connected Component Analysis -- Improving Object Detection in Real-world Traffic Scenes -- Comparison of Red versus Blue Laser Light forAccurate 3D Measurement of Highly Specular Surfaces in Ambient Lighting Conditions -- Fruit Detection from Digital Images Using CenterNet -- A Graph-regularized Non-local Hyperspectral Image Denoising Method -- Random convolutional network for hyperspectra limage classification -- MamboNet: Adversarial Semantic Segmentation for Autonomous Driving -- Effective Pavement Crack Delineation using a Cascaded Dilation Module and Fully Convolutional Networks -- D-GaussianNet: Adaptive Distorted Gaussian Matched Filter with Convolutional Neural Network for Retinal Vessel Segmentation.
Contained By:	Springer Nature eBook
標題:	Computer vision - Congresses. -
電子資源:	https://doi.org/10.1007/978-3-030-72073-5
ISBN:	9783030720735

Geometry and vision = first International Symposium, ISGV 2021, Auckland, New Zealand, January 28-29, 2021 : revised selected papers /
Geometry and visionfirst International Symposium, ISGV 2021, Auckland, New Zealand, January 28-29, 2021 : revised selected papers /[electronic resource] :ISGV 2021edited by Minh Nguyen, Wei Qi Yan, Harvey Ho. - Cham :Springer International Publishing :2021. - xiii, 394 p. :ill., digital ;24 cm. - Communications in computer and information science,13861865-0929 ;. - Communications in computer and information science ;1386..

A New Noise Generating Method Based onGaussian Sampling for Privacy Preservation -- Traffic-Sign Recognition Using Deep Learning -- Tree Leaves Detection Based on Deep Learning -- Deep Learning in Medical Applications: Lesion Segmentation in Skin Cancer Images using Modified and Improved Encoder-Decoder Architecture -- Apple Ripeness Identification Using Deep Learning -- A Hand-Held Sensor System for Exploration and Thermal Mapping of Volcanic Fumarole Fields -- Traffic Sign Recognition Using Guided Image Filtering -- Towards a generic Bicubic Hermite meshtemplate for cow udders -- Sign Language Recognition from Digital Videos Using Deep Learning Methods -- New Zealand Shellfish Detection, Recognitionand Counting: a Deep Learning Approach on Mobile Devices -- Coverless Video Steganography Based on Inter Frame Combination -- Character Photo Selection for Mobile Platform -- Close Euclidean Shortest Path Crossing an Ordered 3D Skew Segment Sequence -- A lane line detection algorithm based on convolutional neural network -- Segment-and Arc-based Vectorizations by Multi-scale/Irregular Tangential Covering -- Algorithms for Computing TopologicalInvariants in Digital Spaces -- Discrete Linear Geometry on Non-Square Grid -- Electric scooter and its rider detection framework based on deep learning for supporting scooter-related injury emergency services -- Tracking Livestock using a Fully Connected Network and Kalman Filter -- A Comparison of Approaches for Synchronizing Events in Video Streams Using Audio -- Union-Retire: A New Paradigm for Single-Pass Connected Component Analysis -- Improving Object Detection in Real-world Traffic Scenes -- Comparison of Red versus Blue Laser Light forAccurate 3D Measurement of Highly Specular Surfaces in Ambient Lighting Conditions -- Fruit Detection from Digital Images Using CenterNet -- A Graph-regularized Non-local Hyperspectral Image Denoising Method -- Random convolutional network for hyperspectra limage classification -- MamboNet: Adversarial Semantic Segmentation for Autonomous Driving -- Effective Pavement Crack Delineation using a Cascaded Dilation Module and Fully Convolutional Networks -- D-GaussianNet: Adaptive Distorted Gaussian Matched Filter with Convolutional Neural Network for Retinal Vessel Segmentation.

This book constitutes selected papers from the First International Symposium on Geometry and Vision, ISGV 2021, held in Auckland, New Zealand, in January 2021. Due to the COVID-19 pandemic the conference was held in partially virtual format. The 29 papers were thoroughly reviewed and selected from 50 submissions. They cover topics in areas of digital geometry, graphics, image and video technologies, computer vision, and multimedia technologies.

ISBN: 9783030720735

Standard No.: 10.1007/978-3-030-72073-5doiSubjects--Topical Terms:

570734
Computer vision
--Congresses.

LC Class. No.: TA1634 / .I74 2021

Dewey Class. No.: 006.37

Geometry and vision = first International Symposium, ISGV 2021, Auckland, New Zealand, January 28-29, 2021 : revised selected papers /
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