AB  - This paper is concerned with the estimation of freespace based on a Bayesian recursive (BR) algorithm for an autonomous wheelchair using stereoscopic cameras by severely disabled people. A stereo disparity map processed from both the left and right camera images is constructed to generate a 3D point map through a geometric projection algorithm. This is then converted to a 2D distance map for the purpose of freespace estimation. The width of freespace is estimated using a BR algorithm based on uncertainty information and control data. Given the probabilities of this width computed, a possible movement decision is then made for the mobile wheelchair. Experimental results obtained in an indoor environment show the effectiveness of this estimation algorithm.
AU  - Nguyen, TH
AU  - Nguyen, JS
AU  - Nguyen, HT
DA  - 2008/12/01
EP  - 4237
JO  - Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference
PY  - 2008/12/01
SP  - 4234
TI  - Bayesian recursive algorithm for width estimation of freespace for a power wheelchair using stereoscopic cameras.
Y1  - 2008/12/01
Y2  - 2026/05/17
ER  -