notesum.ai

Published at December 6

DreamColour: Controllable Video Colour Editing without Training

cs.CV

Released Date: December 6, 2024

Authors: Chaitat Utintu¹, Pinaki Nath Chowdhury¹, Aneeshan Sain¹, Subhadeep Koley¹, Ayan Kumar Bhunia¹, Yi-Zhe Song¹

Aff.: ¹University of Surrey

Arxiv: http://arxiv.org/pdf/2412.05180v1

[Uncaptioned image]

Methods	DAVIS Dataset [46]
Methods	FID $\downarrow$	LPIPS $\downarrow$	Colorfulness $\uparrow$	CDC $\downarrow$	PSNR $\uparrow$	SSIM $\uparrow$
FateZero [47]	355.06	0.806	38.78	0.005278	8.71	0.280
VidToMe [37]	351.54	0.791	39.52	0.005494	8.57	0.359
InstructPix2Pix [6] + AnyV2V [34]	395.53	0.762	25.62	0.003515	9.05	0.179
Proposed	143.83	0.385	40.53	0.002770	14.46	0.731