Published Paper Details:

The front of a camouflage picture will be concealed by the backdrop. Both natural and man-made pictures can be used as camouflage. While it is not challenging for human perception, the noticing concealed thing becomes challenging for machine systems and requires a lot of time to identify and recognise. The detection technique consists of two stages: feature search, which aids in understanding the distinctive elements of a picture, such as shade, size, pattern, etc.; and conjunction search is effective to identifying hints of several features.Camouflage image's background might consist uniform or irregular distinctive elements. On remove the backdrop and reveal the foreground image, many treatments can be applied to distinctive elements. This study provides a survey of DE camouflaging techniques and framework.The detection of camouflaged items that exhibit improved performance based on statistical features is done through textural smoothing followed by statistical characteristics. De-camouflaging can be employed in combat situations when objects conceal themselves against adversaries by having a texture similar to their surroundings, and de-camouflaging will make camouflage of the backdrop visible.