Blind video temporal consistency - Archive ouverte HAL Access content directly
Journal Articles ACM Transactions on Graphics Year : 2015

Blind video temporal consistency


Extending image processing techniques to videos is a non-trivial task; applying processing independently to each video frame often leads to temporal inconsistencies, and explicitly encoding temporal consistency requires algorithmic changes. We describe a more general approach to temporal consistency. We propose a gradient-domain technique that is blind to the particular image processing algorithm. Our technique takes a series of processed frames that suffers from flickering and generates a temporally-consistent video sequence. The core of our solution is to infer the temporal regularity from the original unprocessed video, and use it as a temporal consistency guide to stabilize the processed sequence. We formally characterize the frequency properties of our technique, and demonstrate , in practice, its ability to stabilize a wide range of popular image processing techniques including enhancement and stylization of color and tone, intrinsic images, and depth estimation.
Fichier principal
Vignette du fichier
temporalconsistency.pdf (10.52 Mo) Télécharger le fichier
Origin : Files produced by the author(s)

Dates and versions

hal-01264081 , version 1 (28-01-2016)



Nicolas Bonneel, James Tompkin, Kalyan Sunkavalli, Deqing Sun, Sylvain Paris, et al.. Blind video temporal consistency. ACM Transactions on Graphics, 2015, 34 (6), pp.196:1--196:9. ⟨10.1145/2816795.2818107⟩. ⟨hal-01264081⟩
359 View
532 Download



Gmail Facebook X LinkedIn More