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IROS
2009
IEEE
200views Robotics» more  IROS 2009»
16 years 1 months ago
Fast geometric point labeling using conditional random fields
— In this paper we present a new approach for labeling 3D points with different geometric surface primitives using a novel feature descriptor – the Fast Point Feature Histogram...
Radu Bogdan Rusu, Andreas Holzbach, Nico Blodow, M...
IROS
2009
IEEE
162views Robotics» more  IROS 2009»
16 years 1 months ago
Intelligent vehicle localization using GPS, compass, and machine vision
— Intelligent vehicles require accurate localization relative to a map to ensure safe travel. GPS sensors are among the most useful sensors for outdoor localization, but they sti...
Somphop Limsoonthrakul, Matthew N. Dailey, Manukid...
ATVA
2009
Springer
125views Hardware» more  ATVA 2009»
16 years 1 months ago
Automated Analysis of Data-Dependent Programs with Dynamic Memory
We present a new approach for automatic verification of data-dependent programs manipulating dynamic heaps. A heap is encoded by a graph where the nodes represent the cells, and t...
Parosh Aziz Abdulla, Muhsin Atto, Jonathan Cederbe...
EMMCVPR
2009
Springer
16 years 1 months ago
Clustering-Based Construction of Hidden Markov Models for Generative Kernels
Generative kernels represent theoretically grounded tools able to increase the capabilities of generative classification through a discriminative setting. Fisher Kernel is the fi...
Manuele Bicego, Marco Cristani, Vittorio Murino, E...
ICANNGA
2009
Springer
203views Algorithms» more  ICANNGA 2009»
16 years 1 months ago
NEAT in HyperNEAT Substituted with Genetic Programming
In this paper we present application of genetic programming (GP) [1] to evolution of indirect encoding of neural network weights. We compare usage of original HyperNEAT algorithm w...
Zdenek Buk, Jan Koutník, Miroslav Snorek