The European Conference on Computer Vision is one of the top international conferences on computer vision research. ECCV 2012 solicits submissions for papers that describe scientific achievements and long term research challenges, point to new research directions, or provide new insights or brave perspectives that pave the way to innovation. Subjects of interest are computer vision and aspects of related disciplines (such as machine learning, computer graphics, biological vision, mathematics) which illuminate the state of the art in computer vision. Accepted papers will be presented in the oral and poster sessions of the ECCV 2012 technical program. Continuing the top quality tradition of ECCVs, it will be a single-track conference with double-blind peer review process.