A survey on image-based continuum-body motion estimation

This paper presents a survey of the state-of-the-art in motion estimation of continuum objects such as elastic solids (e.g., human organs, skin, and biomedical tissues) and fluids (e.g., clouds, ocean flows, and air flows). The survey is focused on the estimation methodologies, rather than on specific applications. We begin by summarizing the main components and challenges of continuum-motion estimation, and structure our review around these components. We provide a classification of the related work according to their solutions to these challenges. A discussion on the methodologies for quantitative evaluation of methods is also provided. Finally, we conclude the survey by pointing out some open problems in continuum-motion estimation.

Graphical abstractThe relationship of different types of motion. Motion models can be divided into linear and nonlinear classes. Linear motions include rigid motion (translation, rotation, and scaling), plus reflection and shearing, while nonlinear motions include continuum and articulated motions.Figure optionsDownload full-size imageDownload high-quality image (211 K)Download as PowerPoint slideResearch highlights► Reviews approaches to motion estimation and registration of continuum objects. ► Survey focuses on motions such as elastic solids (e.g., biomedical tissues) and fluids (e.g., clouds, ocean flows). ► Provides a summary of datasets and evaluation methodologies.