The invention belongs to the field of three-dimensional reconstruction technology, and relates to a multi-view stereo matching three-dimensional reconstruction method of a disordered image. According to the method of the invention, at a view selection algorithm part, 1), for aiming at a global view selection process, firstly a decision condition is introduced; and furthermore the number of views in a candidate view set is fixed adaptively instead of the view set with fixed number of views. No scoring is performed on the views which do not satisfy a condition in an algorithm. Along with continuous expansion of an application range, the number of views in an experiment data set gradually increases, and reduction of view selection time is very important. 2), For a local view algorithm, the method improves a weight influence factor of a polar plane included angle between a neighbor view and a reference view, so that the selected neighbor view is more accurate and more representative. 3), In a view matching area increasing process, the invention provides an adaptive shape space plane sheet algorithm, an adaptive shape can adaptively adapt boundary information, thereby better matching a result.