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113
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ICANN
2003
Springer
15 years 5 months ago
Sparse Coding with Invariance Constraints
We suggest a new approach to optimize the learning of sparse features under the constraints of explicit transformation symmetries imposed on the set of feature vectors. Given a set...
Heiko Wersing, Julian Eggert, Edgar Körner
ICRA
2002
IEEE
148views Robotics» more  ICRA 2002»
15 years 5 months ago
Perception Errors in Vision Guided Walking: Analysis, Modeling, and Filtering
This article deals with specific aspects concerning the visual perception process of a humanoid walking machine. An active vision system provides the information about the enviro...
Oliver Lorch, Javier F. Seara, Klaus H. Strobl, Uw...
99
Voted
SSIAI
2000
IEEE
15 years 4 months ago
Multi-Level Shape Recognition Based on Wavelet-Transform Modulus Maxima
In this paper we propose a new approach to shape recognition based on the wavelet transform modulus maxima. And apply it to the problem of content-based indexing and retrieval of ...
Faouzi Alaya Cheikh, Azhar Quddus, Moncef Gabbouj
111
Voted
FGR
2004
IEEE
143views Biometrics» more  FGR 2004»
15 years 4 months ago
Video-Rate Capture of Dynamic Face Shape and Appearance
This paper presents a system for simultaneous capture of video sequences of face shape and colour appearance. Shape capture uses a projected infra-red structured light pattern tog...
Ioannis A. Ypsilos, Adrian Hilton, Simon Rowe
DAGM
2006
Springer
15 years 4 months ago
Robust Variational Segmentation of 3D Objects from Multiple Views
We propose a probabilistic formulation of 3D segmentation given a series of images from calibrated cameras. Instead of segmenting each image separately in order to build a 3D surfa...
Kalin Kolev, Thomas Brox, Daniel Cremers