Towards AI Large Model: Remote Sensing Image Intelligent Interpretation and Application
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Beschreibung
This book starts from the development status of remote sensing image intelligent interpretation and application technology. It systematically introduces the main progress of this field and its application, focusing on remote sensing image intelligent quality improvement, intelligent expansion and sample augmentation, object detection, fine-grained target recognition, semantic segmentation, multimodal remote sensing image joint intelligent interpretation as well as intelligent interpretation and application platform. With the rapid development of large models and artificial intelligence technology, and supported by major projects such as the National Science and Technology Major Project of China High-resolution Earth Observation System, the authors and their team have made a series of research achievements in the field of intelligent interpretation and application technology of remote sensing images.
This book starts from the development status of remote sensing image intelligent interpretation and application technology. It systematically introduces the main progress of this field and its application, focusing on remote sensing image intelligent quality improvement, intelligent expansion and sample augmentation, object detection, fine-grained target recognition, semantic segmentation, multimodal remote sensing image joint intelligent interpretation as well as intelligent interpretation and application platform. With the rapid development of large models and artificial intelligence technology, and supported by major projects such as the National Science and Technology Major Project of China High-resolution Earth Observation System, the authors and their team have made a series of research achievements in the field of intelligent interpretation and application technology of remote sensing images.
Introduce systematic methods for intelligent quality improvement and sample augmentation of remote sensing images Focus on cutting-edge technologies like fine-grained target recognition and semantic segmentation Explores multimodal integration for joint intelligent interpretation of remote sensing images
Autor*in
Pengming Feng
Themen in »Towards AI Large Model: Remote Sensing Image Intelligent Interpretation and Application«
Remote sensing image intelligent interpretation Intelligent quality improvement of remote sensing images Sample augmentation for remote sensing applications Fine-grained target recognition in remote sensing Multimodal remote sensing image joint interpretation Semantic segmentation for remote sensing images AI-driven remote sensing interpretation technologies Intelligent interpretation and application platform High-resolution Earth Observation System