Research Article

Forest Farm Fire Drone Monitoring System Based on Deep Learning and Unmanned Aerial Vehicle Imagery

Algorithm 3

(1)Mapping captured fire image (CFI)
MSER area distinct on CFI
Imap: E ⊂ x2: 0
O is a whole order
(a)i.e., automatic, antisymmetric, and transitive dual member ≤ previous state
(b)Proposed model O = (0, 1, …, 254) is considered, and the MSER region is defined
E.g., Real-value images (O = P)
(2)An adjacency connection Adj ⊂ E × E
  The proposed model has four computed zones
i.e., r, s ⊂ E bordering
region is contiguous
(3)Region S is the contiguous division of D, i.e., for all r,
 An order r, x1, x2, …, xn and
(4)District edge
, i.e., the limit of S is a set of pixels being neighboring to at
Least one pixel of S but not listed to S
(5)Extremal area is an area such that for every ,
Upper limit strength of area Img (r) > Img (s) is a lower limit strength of an area
(6)MSER state
S1, Si1, Si, … Order of the nested MSER state, i.e., the extremal state is the least secure
has a restricted minimum at , which is a limit of the proposed method