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» Introduction to Computer Vision
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250
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CVPR
2012
IEEE
13 years 10 months ago
Image denoising: Can plain neural networks compete with BM3D?
Image denoising can be described as the problem of mapping from a noisy image to a noise-free image. The best currently available denoising methods approximate this mapping with c...
Harold Christopher Burger, Christian J. Schuler, S...
224
Voted
CVPR
2012
IEEE
13 years 10 months ago
Multi-video browsing and summarization
We propose a method for browsing multiple videos with a common theme, such as the result of a search query on a video sharing website, or videos of an event covered by multiple ca...
Kevin Dale, Eli Shechtman, Shai Avidan, Hanspeter ...
210
Voted
CVPR
2012
IEEE
13 years 10 months ago
Parsing clothing in fashion photographs
In this paper we demonstrate an effective method for parsing clothing in fashion photographs, an extremely challenging problem due to the large number of possible garment items, v...
Kota Yamaguchi, M. Hadi Kiapour, Luis E. Ortiz, Ta...
246
Voted
CVPR
2012
IEEE
13 years 10 months ago
Seeing double without confusion: Structure-from-motion in highly ambiguous scenes
3D reconstruction from an unordered set of images may fail due to incorrect epipolar geometries (EG) between image pairs arising from ambiguous feature correspondences. Previous m...
Nianjuan Jiang, Ping Tan, Loong Fah Cheong
251
Voted
CVPR
2012
IEEE
13 years 10 months ago
Point cloud matching based on 3D self-similarity
Point cloud is one of the primitive representations of 3D data nowadays. Despite that much work has been done in 2D image matching, matching 3D points achieved from different pers...
Jing Huang, Suya You