Most popular hand-crafted key-point detectors such as Harris corner, SIFT, SURF aim to detect corners, blobs, junctions, or other human-defined structures in images. Though being robust with some geometric transformations, unintended scenarios non-uniform lighting variations could significantly degrade their performance. Hence, a new detector that is flexible context change and simultaneously b...