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15 years 4 months ago
Multi-Class Active Learning for Image Classification
One of the principal bottlenecks in applying learning techniques to classification problems is the large amount of labeled training data required. Especially for images and video, ...
Ajay J. Joshi, Fatih Porikli, Nikolaos Papanikolop...
CVPR
2009
IEEE
15 years 4 months ago
Multiphase Geometric Couplings for the Segmentation of Neural Processes
The ability to constrain the geometry of deformable models for image segmentation can be useful when information about the expected shape or positioning of the objects in a scene i...
Amelio Vázquez Reina, Eric Miller, Hanspete...

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porikliResearch Scientist, Manager
MERL
porikli
Dr. Fatih Porikli is a senior principal research scientist and project manager at Mitsubishi Electric Research Labs (MERL), Cambridge, USA. He received his PhD specializing in vide...

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Ming-Hsuan YangProfessor, Assistant
University of California at Merced
Ming-Hsuan Yang
CVPR
2009
IEEE
1094views Computer Vision» more  CVPR 2009»
15 years 4 months ago
Uncalibrated Synthetic Aperture Photography for Defocus Control
Exaggerated defocus cannot be achieved with an ordinary compact digital camera because of its tiny sensor size, so taking pictures that draw the attention of a viewer to the subjec...
Natsumi Kusumoto, Shinsaku Hiura, Kosuke Sato

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rochaResearch Scientist, MSc
Honda Research Institute
rocha

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Shinsaku HiuraProfessor, Associate
Osaka University
Shinsaku Hiura
Shinsaku Hiura dropped out from the Fuculty of Engineering Science at Osaka University to skip the 4th grade in 1993, and immediately entered to the Graduate School of Engineering ...
CVPR
2009
IEEE
1626views Computer Vision» more  CVPR 2009»
15 years 4 months ago
Coded Exposure Deblurring: Optimized Codes for PSF Estimation and Invertibility
We consider the problem of single image object motion deblurring from a static camera. It is well known that deblurring of moving objects using a traditional camera is ill-posed, d...
Amit K. Agrawal, Yi Xu
CVPR
2009
IEEE
1724views Computer Vision» more  CVPR 2009»
15 years 4 months ago
Optimal Single Image Capture for Motion Deblurring
Deblurring images of moving objects captured from a traditional camera is an ill-posed problem due to the loss of high spatial frequencies in the captured images. Recent techniques...
Amit K. Agrawal, Ramesh Raskar

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Amit AgrawalResearch Scientist, PhD
Mitsubishi Electric Research Labs (MERL)
Amit Agrawal
Amit Agrawal received the B.Tech degree in EE from Indian Institute of Technology (IIT), Kanpur, in 2000 and MS and PhD degrees in EECS from University of Maryland, College Park, i...