Research Article

Research on Indoor Scene Classification Mechanism Based on Multiple Descriptors Fusion

Algorithm 1

Greedy descriptor filtering algorithm.
Input: descriptor list---ℒ
  descriptor classification accuracy list---
  descriptor size list---
(1)for do
(2)  
(3)end
(4)Divide the descriptor size into, , and three continuous intervals
(5)for do
(6) Divide ℒ into new lists
(7) Sort the descriptors in in order of weight values from largest to smallest
(8)for do
(9)  Filter the descriptor [1] with the largest weight in and add [1] to Φi
(10)  if [j − 1] is filtered and
    then
(11)   Add [j] to αi
(12)  else
(13)  end
(14)   end
(15)end
Output: filtered descriptor list---α