This letter presents new insights into a High Dynamic Range (HDR) technique recently reported. We demonstrate that two intertwined photo-diodes per pixel can perform tone mapping under unconstrained illumination conditions with a single exposure. Experimental results attained from a prototype chip confirm the proposed theoretical framework. It opens the door to the realization of imagers providing HDR images free of artifacts without requiring any digital post-processing at all.Index Terms-high dynamic range, split-diode, automatic adaptation, single exposure, tone mapping.