Throughout the years, I had students that reached out to me to help build their portfolios, work on advanced school assignments, help complete unfinished freelance work or simply guide them thru basic online tutorials. Hi, my name is Paul, I am excited to meet you and discuss details on any project or question you may have related to digital art and animation. The results demonstrate that our algorithm produces significantly better alignments than several baseline methods.(message me for your first free online consultation)

The proposed alignment procedure is validated via a human user study on a new database of paintings and sketches spanning several sites. We demonstrate an application of the proposed approach to automatic re-photography to find an approximate viewpoint of historical paintings and photographs with respect to a 3D model of the site. missing scene parts, large occluders) of the scene. watercolor, sketch, historical photograph) and structural changes (e.g. We show that the learnt visual elements are reliably matched in 2D depictions of the scene despite large variations in rendering style (e.g. Similar to object detection, the set of visual elements, as well as the weights of individual features for each element, are learnt in a discriminative fashion. The 3D model of the scene is represented by a small set of discriminative visual elements that are automatically learnt from rendered views. To address these issues, we develop a new compact representation of complex 3D scenes. In addition, we face a hard search problem: the number of possible alignments of the painting to a large 3D model, such as a partial reconstruction of a city, is huge.

This is a tremendously difficult task as the appearance and scene structure in the 2D depictions can be very different from the appearance and geometry of the 3D model, e.g., due to the specific rendering style, drawing error, age, lighting or change of seasons. This paper describes a technique that can reliably align arbitrary 2D depictions of an architectural site, including drawings, paintings and historical photographs, with a 3D model of the site.

3d painting