Abstract: A mechanism is described for facilitating smart point cloud reconstruction of objects in visual scenes in computing environments. An apparatus of embodiments, as described herein, includes one or more processors including one or more graphics processors, and photo-consistency logic to perform line searches on cloud points of an object to enhance photo-consistency between multiple camera views associated with a visual hull encompassing the object in a scene captured by multiple cameras coupled to the one or more processors. The apparatus may further include refinement and application logic to perform a final reconstruction of the object based on the enhanced photo-consistency, where the scene having the reconstructed object is displayed at a display device.

Abstract: Systems and techniques for real-time 3D reconstruction with a depth camera are described herein. Depth measurements received from a depth camera of target may be stored in a depth-measurement data structure. A three-dimensional representation of the target may be stored in a model. A current depth image received from the depth camera may be registered to the model. The depth-measurement data structure may be modified with the current depth image based on the registration. The model may be deformed based on space carving and the modified depth measurement data structure.