SIGGRAPH 2007 Computational Photography Papers Fast Forward
Digital Visual Effects, Spring 2007 Yung-Yu Chuang
2007/5/29
Announcements
• Voting for project #3 artifacts starts today and is due by the end of Next Monday
• Please send me the title and team members of your final project by the end of Sunday.
• Final project proposal next Tuesday. 5-min
presentation for each team. Schedule will be announced next Monday.
New cameras
• Active refocusing
• Coded aperture
Active Refocusing
Active Refocusing
Active Refocusing
Active Refocusing
video
Coded aperture
Coded aperture
Coded aperture
Better images from multiple photographs
• Image deblurring with blurred/noisy image pairs*
• Multiscale shape and detail enhancement from multi-light image collections*
Image deblurring
Image deblurring
Image deblurring
Image deblurring
video
Shape and detail enhancement
Shape and detail enhancement
Shape and detail enhancement
Shape and detail enhancement
Shape and detail enhancement
Shape and detail enhancement
Image manipulation
• Soft scissor*
• Seam carving for resizing*
Soft Scissor
Soft Scissor
Soft Scissor
video
Seam carving for resizing
Seam carving for resizing
Seam carving for resizing
video
Trends
• Many pictures
– Photo clip art
– Scene completion using millions of photographs
• Large pictures
– Joint bilateral upsampling*
– Real-time image processing with bilateral grid*
– Efficient gradient-domain compositing – Capturing and viewing gigapixel images
Photo Clip Art
Extracted from
LabelMe database
Photo Clip Art
• Challenges
– Rich object library – Object segmentation
– Estimating object size and orientation – Estimating light conditions
– Intuitive user interface
Photo Clip Art
video
Scene Completion
Scene Completion
Scene Completion
Scene Completion
Scene Completion
Joint bilateral upsampling
Joint bilateral upsampling
Joint bilateral upsampling
Joint bilateral upsampling
Joint bilateral upsampling
Joint bilateral upsampling
Joint bilateral upsampling
Joint bilateral upsampling
Bilateral grid
video
Efficient gradient domain compositing
Efficient gradient domain compositing
Gigapixel images
video
References
• Francesc Moreno-Noguer, Peter Belhumeur, Shree Nayar, Active Refocusing of Images and Videos, SIGGRAPH 2007.
• Anat Levin, Rob Fergus, Fredo Durand, William Freeman, Image and Depth from a Conventional Camera with a Coded Aperture, SIGGRAPH 2007.
• Lu Yuan, Jian Sun, Long Quan, Heung-Yeung Shum, Image Deblurring with Blurred/Noisy Image Pairs, SIGGRAPH 2007.
• Raanan Fattal, Maneesh Agrawala, Szymon Rusinkiewicz, Multiscale Shape and Detail Enhancement from Multi-light Image Collections, SIGGRAPH 2007.
• Jue Wang, Maneesh Agrawala, Michael Cohen, Soft Scissors: An
Interactive Tool for Realtime High Quality Matting, SIGGRAPH 2007.
• Shai Avidan, Ariel Shamir, Seam Carving for Content-Aware Image Resizing, SIGGRAPH 2007.
• Jean-Francois Lalonde, Derek Hoiem, Alexei Efros, Carsten Rother, John Winn, Antonio Criminisi, Photo Clip Art, SIGGRAPH 2007.
• James Hays, Alexei Efros, Scene Completion Using Millions of Photographs, SIGGRAPH 2007.
References
• Johannes Kopf, Michael Cohen, Dani Lischinski, Matt Uyttendaele, Joint Bilateral Upsampling, SIGGRAPH 2007.
• Jiawen Chen, Sylvain Paris, Fredo Durand, Real-time Edge-Aware Image Processing with the Bilateral Grid, SIGGRAPH 2007.
• Aseem Agarwala, Efficient Gradient-Domain Compositing Using Quadtrees, SIGGRAPH 2007.
• Johannes Kopf, Matt Uyttendaele, Oliver Deussen, Michael Cohen, Capturing and Viewing Gigapixel Images, SIGGRAPH 2007.
