1TNList, Department of Computer Science and Technology, Tsinghua University
2National University of Singapore 3The Interdisciplinary Center
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.
This work was selected as “one of the 10 most innovative and promising worldwide initiatives of 2009” by the Netexplorateur jury, under the aegis of French government. The related introduction video in Vimeo has attracted more than 1,000,000 clicks during the half year after its sharing. It also received the best research achievement award in China National Computer Conference 2010. The online commercial software also draws great user attention. I’m in charge of the image retrieval algorithms (first half) of this work. This work have been reported by several famous international media, including UK Telegraph, Spiegel, etc.
1. Intermediate results
General supplementary materials, including intermediate results and comparisons. [pdf]
2. User studies
High resolution compositions and detailed statistics of the user studies. [pdf]
This work was supported by the National Basic Research Project of China (Project Number 2006CB303106), the National High Technology Research and Development Program of China (Project Number 2009AA01Z330) and FDCT, Macau (Project Number 008/2008/A1). Tan Ping is supported by Singapore FRC Grant R-263-000-477-112.
Closely related works
- Photo Clip Art, ACM SIGGRAPH 2007, Lalonde et a.
- Semantic Photo Synthesis, Computer Graphics Forum 2006, Johnson et al.
Original Name: PhotoSketch. We change the name since it’s conflict with existing software: http://www.brainstormllc.com/.