A method of processing images of a video sequence, comprising: acquiring High Dynamic Range (HDR) images, representative of the images of the video sequences; performing a tone mapping process on the HDR images to obtain tone mapped Low Dynamic Range (LDR) images corresponding to the HDR images; performing temporal frequency decomposition (S103) of two temporally successive HDR images, comprising a current HDR image and a preceding HDR image to obtain a high HDR temporal-frequency sub-band and a low HDR temporal frequency sub-band; performing temporal frequency decomposition (S104) of two temporally successive LDR images, comprising a current LDR image and a preceding LDR image, obtained respectively from the two temporally successive HDR images, to obtain a high LDR temporal-frequency sub-band and a low LDR temporal- frequency sub-band; obtaining a HDR edge map from the high HDR temporal-frequency sub-band, and a LDR edge map from the high LDR temporal-frequency sub-band; comparing (S330) the HDR and LDR edge maps to detect differences (S330) occurring in the HDR and LDR edge maps; and correcting (S340) the current LDR image in at least one pixel location, for a difference (S330) occurring in the HDR and LDR edge maps at said at least one pixel location (x,y); wherein the pixel location (x,y) is corrected for a flickering artefact when an edge is present in the LDR edge map that is not present in the HDR edge map; wherein the pixel location (x,y) is corrected for a short-term brightness incoherency when an edge is present in the HDR edge map that is not present in the LDR edge map; and wherein the pixel location (x,y) is corrected in such a way that both HDR and LDR edge maps have a same value. acquiring High Dynamic Range (HDR) images, representative of the images of the video sequences; performing a tone mapping process on the HDR images to obtain tone mapped Low Dynamic Range (LDR) images corresponding to the HDR images; performing temporal frequency decomposition (S103) of two temporally successive HDR images, comprising a current HDR image and a preceding HDR image to obtain a high HDR temporal-frequency sub-band and a low HDR temporal frequency sub-band; performing temporal frequency decomposition (S104) of two temporally successive LDR images, comprising a current LDR image and a preceding LDR image, obtained respectively from the two temporally successive HDR images, to obtain a high LDR temporal-frequency sub-band and a low LDR temporal- frequency sub-band; obtaining a HDR edge map from the high HDR temporal-frequency sub-band, and a LDR edge map from the high LDR temporal-frequency sub-band; comparing (S330) the HDR and LDR edge maps to detect differences (S330) occurring in the HDR and LDR edge maps; and correcting (S340) the current LDR image in at least one pixel location, for a difference (S330) occurring in the HDR and LDR edge maps at said at least one pixel location (x,y); wherein the pixel location (x,y) is corrected for a flickering artefact when an edge is present in the LDR edge map that is not present in the HDR edge map; wherein the pixel location (x,y) is corrected for a short-term brightness incoherency when an edge is present in the HDR edge map that is not present in the LDR edge map; and wherein the pixel location (x,y) is corrected in such a way that both HDR and LDR edge maps have a same value. <EOS>