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ECCV
2006
Springer
16 years 4 months ago
Conditional Infomax Learning: An Integrated Framework for Feature Extraction and Fusion
The paper introduces a new framework for feature learning in classification motivated by information theory. We first systematically study the information structure and present a n...
Dahua Lin, Xiaoou Tang
132
Voted
TRECVID
2008
15 years 4 months ago
Peking University at TRECVID 2008: High Level Feature Extraction
We participated in one task of TRECVID 2008, that is, the high-level feature extraction (HLFE). This paper presents our approaches and results on the HLFE task. We mainly focus on...
Yuxin Peng, Zhiguo Yang, Jian Yi, Lei Cao, Hao Li,...
121
Voted
ICRA
2008
IEEE
163views Robotics» more  ICRA 2008»
15 years 9 months ago
Human-guided surgical robot system for spinal fusion surgery: CoRASS
— There are two main limitations in the conventional robot-assisted spinal fusion surgery. Since the end effector in the state of art has a role of guiding the insertion pose of ...
Jongwon Lee, Keehoon Kim, Wan Kyun Chung, Seungmoo...
109
Voted
FGR
2008
IEEE
144views Biometrics» more  FGR 2008»
15 years 9 months ago
Bi-channel sensor fusion for automatic sign language recognition
In this paper, we investigate the mutual-complementary functionality of accelerometer (ACC) and electromyogram (EMG) for recognizing seven word-level sign vocabularies in German S...
Jonghwa Kim, Johannes Wagner, Matthias Rehm, Elisa...
EPIA
2005
Springer
15 years 8 months ago
An Architecture of Sensor Fusion for Spatial Location of Objects in Mobile Robotics
Each part of a mobile robot has particular aspects of its own, which must be integrated in order to successfully conclude a specific task. Among these parts, sensing enables to co...
Luciano Oliveira, Augusto Costa, Leizer Schnitman,...