法医学鞋印鉴定概述
Forensic shoe-print identification: a brief survey
摘要:
由于鞋印是犯罪现场最常见的线索,鞋印自动识别作为法医学的前沿课题,在过去的二十年里得到了广泛的研究。因此,这些印象为调查的适当进展提供了相关证据,以便查明潜在的罪犯。本文的主要目的是对法医鞋印鉴定的研究现状及其基本背景进行综述。除了定义问题和描述通常组成的鞋印识别的处理链的阶段,我们提供了一个总结/比较国家的最先进的方法,以指导新手,并帮助推进研究课题。这是通过介绍简单和基本的分类法以及最先进的性能摘要来完成的。最后,讨论了该领域目前存在的问题和挑战,指出了该领域未来的发展方向。
英文摘要:
As an advanced research topic in forensics science, automatic shoe-print identification has been extensively studied in the last two decades, since shoe marks are the clues most frequently left in a crime scene. Hence, these impressions provide a pertinent evidence for the proper progress of investigations in order to identify the potential criminals. The main goal of this survey is to provide a cohesive overview of the research carried out in forensic shoe-print identification and its basic background. Apart defining the problem and describing the phases that typically compose the processing chain of shoe-print identification, we provide a summary/comparison of the state-of-the-art approaches, in order to guide the neophyte and help to advance the research topic. This is done through introducing simple and basic taxonomies as well as summaries of the state-of-the-art performance. Lastly, we discuss the current open problems and challenges in this research topic, point out for promising directions in this field.
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。