Computer vision news from ICCV 2015
Share this for more tutorials and computer vision post from me.. Thanks best Vladimir
ICCV
2015 Tutorials
ICCV 2015 TUTORIAL on Tools for Efficient Object Detection
ICCV 2015 TUTORIAL
The Marr Prize
The
Marr Prize is a prestigious award in computer vision given by the
committee of the international conference on Computer Vision. The prize is
called after David Courtnay Marr (19 January 1945 – 17 November 1980). His
research was focused in neuropsychology,
psychology, artificial intelligence. He successfully
integrate these topics into visual processing.
It
is considered as one of the top honors for computer vision scientist. Let me recapitulate
the best of awarded papers.
best of awarded papers
- 1987 Marr Prize Paper: David Heeger, Optical Flow using Spatiotemporal Filters
- 1993 Charles A. Rothwell, David A. Forsyth, Andrew Zisserman, and Joseph L. Mundy, Extracting Projective Structure from Single Perspective Views of 3D Point Sets
- 1998 Marc Pollefeys, Reinhard Koch, and Luc Van Gool, Self-Calibration and Metric Reconstruction in spite of Varying and Unknown Internal Camera Parameters
- Phil Torr, Andrew Fitzgibbon, and Andrew Zisserman, The Problem of Degeneracy in Structure and Motion Recovery from Uncalibrated Image Sequences
- 2001 Kentaro Toyama and Andrew Blake, Probabilistic Tracking with Exemplars in a Metric Space
The Marr Prize 2015
The
winner of this year was announced at the International Conference on Computer
Vision in Santiago de Chile. December 11-18 2015 iccv 2015 site. The awarded paper is cooperative work of Microsoft Research (Cambridge UK), Carnegie Mellon University, Fondazione Bruno Kessler (Trento Italy).
Deep Neural Decision Forests
By P. Kontschieder, M. Fiterau, A. Criminisi, and S. Rota Bulo
- The paper present Deep Neural Decision Forrest. Classification trees connected to functionality and behavior of deep convolutional neural networks.
Available here Microsoft Research
ICCV
2015 Tutorials
ICCV 2015 TUTORIAL - REMOVING CAMERA BLUR
There is
few resources help you understand how to remove camera blur. Everybody has some
failed photo. This course introduced technique that let you save your photos.
There is
some good presentation materials. removingmotion blur
ICCV 2015 TUTORIAL The Art of solving Minimal Problems
This is page of our school i guess. As a Main speakers
are here Tomas Pajdla from CTU in Prague and Zutana Kukelova, From Microsoft
Research Cambridge (CTU in Prague).
There is lots of nice resources focus on minimal
problem in various computer vision applications. minimal-iccv-2015
ICCV 2015 TUTORIAL on Tools for Efficient Object Detection
This discussed topics related to fast object
detectors. Unfortunately, There are no
materials in this tutorials publically available. You can go through the
related topics and names of the Organizers.
There are well known
names like Rodrigo Benenson from Max Planck Institute and Piotr Dollar Facebook
AI Research. Object Detection ICCV2015
ICCV 2015 TUTORIAL
There is
some materials focus on optimal deep learning training, Scattering
Convolutional Network, and stability of large Deep Networks.
The
materials are available under TENTATIVE SCHEDULE Here
ICCV 2015 Workshops with good materials
Describing and Understanding Video
This is big
challenge of today. Effective indexing and searching of video content. Link Here
Object Understanding for Interaction
There is lots of good materials related to Pose estimation,
motion understanding, objects interactions, hand gesture recognition and more Here.
