Photosketch: Imaginative Possibilities
Tuesday, October 6th, 2009 09:34 am GMT -5 in Code by Michael Cervieri
Ok, let’s see if I have this straight: You draw/sketch some objects on a canvas. You label those objects. Then the application goes out and does a search on those objects and returns images that best fits them.
Then the application composes a new image based on those found images.
Check. And crazy.
We present a system that composes a realistic picture from a simple freehand sketch annotated with text labels. The composed picture is generated by seamlessly stitching several photographs in agreement with the sketch and text labels; these are found by searching the Internet. Although online image search generates many inappropriate results, our system is able to automatically select suitable photographs to generate a high quality composition, using a filtering scheme to exclude undesirable images. We also provide a novel image blending algorithm to allow seamless image composition. Each blending result is given a numeric score, allowing us to find an optimal combination of discovered images. Experimental results show the method is very successful; we also evaluate our system using the results from two user studies.
Some are calling this fake but I don’t think so. The presentation is probably prettified but projects like Photosynth from Microsoft and the University of Washington show that this is doable… or at least imaginable.
This is amazing! But I have to say I have my doubts about how acurately the computer can composite…
wow this is really awesome. I really want to try to use this program!