Efficient Algorithms for Large-Scale Image Analysis

• Tác giả: Jan Wassenberg
• Ngôn ngữ: eng
• ISBN-13: 978-3866447868
• ISBN: KSP/1000025309
• Ký hiệu phân loại: 004 Data processing || Computer science
• Thông tin xuất bản: Karlsruhe : KIT Scientific Publishing, 2012
• Mô tả vật lý: 1 electronic resource (XVIII, 201 p. p.)
• Bộ sưu tập: Tài liệu truy cập mở
• ID: 230820

Tóm tắt

This work develops highly efficient algorithms for analyzing large images. Applications include object-based change detection and screening. The algorithms are 10-100 times as fast as existing software, sometimes even outperforming FGPA/GPU hardware, because they are designed to suit the computer architecture. This thesis describes the implementation details and the underlying algorithm engineering methodology, so that both may also be applied to other applications.