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» Modelling perception using image processing algorithms
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164
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PREMI
2009
Springer
15 years 10 months ago
Unsupervised Color Image Segmentation Using Compound Markov Random Field Model
Abstract. In this paper, we propose an unsupervised color image segmentation scheme using homotopy continuation method and Compound Markov Random Field (CMRF) model. The proposed s...
Sucheta Panda, P. K. Nanda
ICIP
2002
IEEE
15 years 8 months ago
Speeding up SSD planar tracking by pixel selection
In this paper we present a method to estimate in real-time the position and orientation of a previously viewed planar patch. The algorithm is based on minimising the sum of square...
José Miguel Buenaposada, Luis Baumela
97
Voted
IROS
2009
IEEE
110views Robotics» more  IROS 2009»
15 years 10 months ago
Autonomous indoor helicopter flight using a single onboard camera
— We consider the problem of autonomously flying a helicopter in indoor environments. Navigation in indoor settings poses two major challenges. First, real-time perception and r...
Sai Prashanth Soundararaj, Arvind K. Sujeeth, Ashu...
152
Voted
PARELEC
2006
IEEE
15 years 9 months ago
Marching Pixels - Using Organic Computing Principles in Embedded Parallel Hardware
We present an organic computing approach for very fast image processing, which we call Marching Pixels (MPs). Using an embedded massively-parallel array of processor elements (PEs...
Marcus Komann, Dietmar Fey
156
Voted
ICCV
2007
IEEE
16 years 5 months ago
Supervised Learning of Image Restoration with Convolutional Networks
Convolutional networks have achieved a great deal of success in high-level vision problems such as object recognition. Here we show that they can also be used as a general method ...
Viren Jain, Joseph F. Murray, Fabian Roth, Sriniva...