The invention provides a space intelligent object representation method oriented to shielding area traceable generation. Generating space intelligent sensing
feature data recording a scene geometric structure and a dynamic evolution trend based on the
space environment sensing data stream for the scene, and extracting a depth gradient component and an
optical flow displacement vector from the space intelligent sensing
feature data to determine a shielding area in the scene and generate a corresponding shielding
mask graph; defining a target reconstruction region in the spatial intelligent
perception feature data by using the shielding
mask graph, and extracting context features around the target reconstruction region to execute multi-scale geometric completion and semantic migration filling
processing so as to determine geometric features and
semantic consistency features of the object; performing cross-
modal alignment
processing and physical rationality correction
processing on the geometric features and the
semantic consistency features of the object to generate corrected
object attribute features; and scene uncertainty modeling evaluation is carried out based on the corrected
object attribute features so as to generate shielding area-oriented traceable space intelligent object representation.