陕西师范大学学报（自然科学版）2025，Vol.53Issue(4)：1-23,23.DOI:10.15983/j.cnki.jsnu.2025300
基于多视角的成像技术与图像增强方法综述
A review of multi-view based imaging techniques and image enhancement method
摘要
Abstract
Multi-view imaging technology obtains rich scene information by capturing images from different angles,which can provide key visual data for fields such as autonomous driving,intelligent manufacturing and robot navigation.This paper first summarizes the components of common multi-view imaging systems,their working principles and implementation methods,and provides an in-depth analysis of the significant advantages of different multi-view imaging systems and their limitations from the key dimensions of dynamic imaging adaptability,imaging accuracy,cost-effectiveness,and comprehensive system performance.Then for the visual image enhancement technology,the application and effect in improving the quality of multi-view imaging are discussed by combining traditional image processing methods and deep learning techniques.Finally,the current status and future trends of the development of multi-view imaging technology are considered,and forward-looking predictions are made in the development directions of hardware innovation,algorithm optimisation and multi-modal data fusion.关键词
多视角/计算成像/图像增强/机器成像Key words
multi-view/computational imaging/image enhancement/machine imaging分类
信息技术与安全科学引用本文复制引用
李安虎,金佳亮,刘也琳,马珺琳..基于多视角的成像技术与图像增强方法综述[J].陕西师范大学学报（自然科学版）,2025,53(4):1-23,23.基金项目
上海市2022年度"科技创新行动计划"国际科技合作项目(22550711200) （22550711200）
上海市协同创新专项资金(科技创新)(XTCX-KJ-2024-12) （科技创新）
