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Create pixels neighborhood in a raster [solved]

Thanks Ben,

Little things do matter, I changed cells<- xyFromCell(antscount, ants1) 
by cells <- unique(cellFromXY(antscount, geo.form)) and works!!

Final solution:

#Packages
library(spatstat)
library(raster)

#Selection of ants data set
data(ants)
geo.form<-cbind(x=ants$x,y=ants$y)

#Definition of raster resolution - 10 units
ants.w<-as.owin(ants)
ext <- as(extent(c(ants.w$xrange,ants.w$yrange)), "SpatialPolygons")
ants.res<-rasterToPoints(raster(ext, resolution = 10), spatial = TRUE)
# coerce to SpatialPixelsDataFrame
gridded(ants.res) <- TRUE

#Rasterize
antscount<- rasterize(geo.form, raster(ants.res), fun='count', background=0)
values(antscount)[values(antscount) > 0] = 1

#Vizualize
plot(antscount)

# For 1 pixel neighborhood
neigh1 <- matrix(1L, nrow=3, ncol=3); neigh1[2,2] <- 0L
ants1<-which(values(antscount)> 0)
cells <- unique(cellFromXY(antscount, geo.form))
e1<-adjacent(antscount, cells, directions=neigh1, pairs=FALSE)
ng_coords1 <- xyFromCell(antscount, e1)
points(ng_coords1, col="red")


#Rasterize for 1 pixel neighborhood
ng_coords2<-rbind(ng_coords1,geo.form)
antscount.9<- rasterize(ng_coords2, raster(ants.res), fun='count', 
background=0)
values(antscount.9)[values(antscount.9) > 0] = 1
plot(antscount.9)