Fuzzy Clustering Algorithm for Integrating Multiscale Spatial Context in Image Segmentation by Hidden Markov Random Field Models

In this study, a fuzzy clustering algorithm, MRHMRF-FCM, is proposed to capture and utilize the multiscale spatial constrains by employing multiresolution representations for the label image and the observed image in wavelet domain. In this algorithm, the inner-scale and interscale spatial constrains, respectively modeled by the hidden Markov random ̄eld… CONTINUE READING