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Scene Data Augmentation with Real and Virtual Data for Enhanced AI-Driven Automated Driving Perception

Kun Gao
Springer Fachmedien Wiesbaden GmbH
90.94 € · eBook

Real and virtual data domain adaptation AI-based object detection Scene data augmentation Risk factor analysis for perception systems Challenging scene generation Simulation-augmented training data Scene parameter-space exploration

Automated driving requires robust and reliable perception systems, but rare and dangerous scenarios are often missing from real-world data. Kun Gao proposes an approach to scene data augmentation that combines real and virtual data to improve the performance of perception systems in complex environm...

Scene Data Augmentation with Real and Virtual Data for Enhanced AI-Driven Automated Driving Perception

Kun Gao
Springer Fachmedien Wiesbaden GmbH
90.94 € · Paperback

Real and virtual data domain adaptation AI-based object detection Scene data augmentation Risk factor analysis for perception systems Challenging scene generation Simulation-augmented training data Scene parameter-space exploration

Automated driving requires robust and reliable perception systems, but rare and dangerous scenarios are often missing from real-world data. Kun Gao proposes an approach to scene data augmentation that combines real and virtual data to improve the performance of perception systems in complex environm...

Computer Vision, Imaging and Computer Graphics Theory and Applications

Springer International Publishing
96.29 € · Paperback

Deep Learning for Visual Understanding Machine Learning Technologies for Vision Features Extraction Object Detection and Localization Image Enhancement and Restoration Segmentation and Grouping Transfer Learning Color and Texture Analyses Vision for Robotics Generative AI Assistive Computer Vision 3D Deep Learning Medical Image Applications Categorization and Scene Understanding Domain Adaptation

This book constitutes the revised selected papers of the 19th International Joint Conference on Computer Vision, Imaging and Computer Graphics, VISIGRAPP 2024, held in Rome, Italy, during February 27–29, 2024. The 26 papers presented in this volume were carefully reviewed and selected from 431 sub...

Computer Vision, Imaging and Computer Graphics Theory and Applications

Springer International Publishing
96.29 € · eBook

Deep Learning for Visual Understanding Machine Learning Technologies for Vision Features Extraction Object Detection and Localization Image Enhancement and Restoration Segmentation and Grouping Transfer Learning Color and Texture Analyses Vision for Robotics Generative AI Assistive Computer Vision 3D Deep Learning Medical Image Applications Categorization and Scene Understanding Domain Adaptation

This book constitutes the revised selected papers of the 19th International Joint Conference on Computer Vision, Imaging and Computer Graphics, VISIGRAPP 2024, held in Rome, Italy, during February 27–29, 2024. The 26 papers presented in this volume were carefully reviewed and selected from 431 sub...

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