Computer vision and computer graphics have seen significant recent advances in the analysis of 3D shape through the tools of optimization and flows in shape space. Similarly, long standing problems such as image registration and optical flow are increasingly influencing and benefitting from the computational implementations and representations of diffeomorphic and other mappings. Nevertheless, there is a clear opportunity to further expand and intermix the influence of these methods throughout computer vision. On the computer vision side, this workshop will bring together practitioners working on the recovery of shape from the real word (shape from silhouette, single-image reconstruction), shape registration, and general image-to-image registration. The optimization methods employed range from large-scale non-convex techniques where high convergence rates are crucial in practice, to methods on shape spaces and manifolds, where second-order methods are a current hot topic. Shape and registration are already linked via the paradigm of flows, and the workshop is an opportunity to explore the unification of these frameworks with other developing methodologies in computer vision. Examples of such interactions include advanced optimization techniques applied to image enhancement and reconstruction; new image evolution paradigms like non-local means and Beltrami flows for image restoration; interactions with probability theory and statistics, powerful applications of Markov random fields, graphical models and stochastic grammars; the explosion of applications of compressive sensing and sparsity to a wide range of imaging problems; dynamical systems theory applied to video analysis and understanding; interactions with global analysis, geometric mechanics and complex geometry bringing new developments in shape analysis. Because of this flourishing of new methods arising from diverse mathematical backgrounds, it has become more and more challenging for a single researcher to embrace the full spectrum of computer vision fields. This makes the INI programme timely and critically important. This workshop will bring together the leading experts in image processing, computer vision and shape analysis to discuss the directions that have the potential to lead to the next big breakthroughs and their implications for other allied disciplines.
Deadline for applications: 30 September 2017
Please note members of Cambridge University are welcome to turn up and sign in as a non-registered attendee on the day(s) during the workshop and attend the lecture(s). Please note that we cannot provide you with any support including name badge, meals or accommodation.
In addition to visiting the INI, there are multiple ways in which you can participate remotely.
- Registration Package: £227
- Student Registration Package: £177
The Registration Package includes admission to all seminars, lunches and refreshments on the days that lectures take place (Monday - Friday), wine reception and formal dinner, but does not include other meals or accommodation.
Registration and Accommodation
- Accommodation Package: £577
The Accommodation Package includes a registration fee, bed and breakfast accommodation at Churchill College from the evening of Sunday 10th December 2017 to breakfast on Saturday 16th December 2017, together with lunches and refreshments during the days that lectures take place (Monday - Friday). The formal dinner is also included, but no other evening meals.
Formal Dinner Only
- Formal Dinner: £50
Participants on the Accommodation Package or Registration Package, including organisers and speakers, are automatically included in this event. For all remaining participants who would like to attend the above charge will apply.
Accommodation in single study bedrooms with shared facilities, breakfast and lunches are provided at Churchill College,
Lunch will be served at Wolfson Court in the Cafeteria from 12:30 to 13:30 on days that lectures take place.
- Accommodation Package and Registration Package participants should present their badge as payment for their meal
- Those issued with a blue Institute door entrance card can add money onto the card via the Porters' Lodge at Wolfson Court
- Other participants must purchase their meal using their dining card via the Porters' Lodge (forms can be found on the registration desk or at the Porters' Lodge)
Participants are free to make their own arrangements for dinner.
The Formal Dinner will take place on Wednesday 13th December at Christ's College. Participants on the Accommodation Package or Registration Package, including organisers and speakers, are automatically included in this event.