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ICML
2010
IEEE
15 years 7 months ago
3D Convolutional Neural Networks for Human Action Recognition
We consider the fully automated recognition of actions in uncontrolled environment. Most existing work relies on domain knowledge to construct complex handcrafted features from in...
Shuiwang Ji, Wei Xu, Ming Yang, Kai Yu
IJCV
2010
158views more  IJCV 2010»
15 years 5 months ago
Metric Learning for Image Alignment
Abstract Image alignment has been a long standing problem in computer vision. Parameterized Appearance Models (PAMs) such as the Lucas-Kanade method, Eigentracking, and Active Appe...
Minh Hoai Nguyen, Fernando De la Torre
RECOMB
2010
Springer
15 years 8 months ago
Leveraging Sequence Classification by Taxonomy-Based Multitask Learning
In this work we consider an inference task that biologists are very good at: deciphering biological processes by bringing together knowledge that has been obtained by experiments u...
Christian Widmer, Jose Leiva, Yasemin Altun, Gunna...
ICCD
2008
IEEE
202views Hardware» more  ICCD 2008»
16 years 3 months ago
CrashTest: A fast high-fidelity FPGA-based resiliency analysis framework
— Extreme scaling practices in silicon technology are quickly leading to integrated circuit components with limited reliability, where phenomena such as early-transistor failures...
Andrea Pellegrini, Kypros Constantinides, Dan Zhan...
CIVR
2007
Springer
173views Image Analysis» more  CIVR 2007»
16 years 19 days ago
Fast and cheap object recognition by linear combination of views
In this paper, we present a real-time algorithm for 3D object detection in images. Our method relies on the Ullman and Basri [13] theory which claims that the same object under di...
Jérome Revaud, Guillaume Lavoué, Yas...