64 search results - page 13 / 13 » Image Denoising Via Learned Dictionaries and Sparse represen... |
ICANN
2009
Springer
13 years 12 months ago
2009
Springer
In this paper the sparse coding principle is employed for the representation of multimodal image data, i.e. image intensity and range. We estimate an image basis for frontal face i...
EMMCVPR
2011
Springer
12 years 5 months ago
2011
Springer
The challenge of recovering the topology of massive neuronal circuits can potentially be met by high throughput Electron Microscopy (EM) imagery. Segmenting a 3-dimensional stack o...
CVPR
2009
IEEE
14 years 2 days ago
2009
IEEE
Most research on image decomposition, e.g. image segmentation and image parsing, has predominantly focused on the low-level visual clues within single image and neglected the cont...
ICCV
2011
IEEE
12 years 5 months ago
2011
IEEE
We present a hierarchical model that learns image decompositions via alternating layers of convolutional sparse coding and max pooling. When trained on natural images, the layers ...