Title :
Blotches correction and contrast enhancement for old film pictures
Author :
Tenze, Livio ; Ramponi, Giovanni ; Carrato, Sergio
Author_Institution :
Dipartimento di Elettrotecnica Elettronica ed Inf., Trieste Univ., Italy
Abstract :
A complete system for old picture restoration is described: in particular, a frame alignment method, a simple deblotching algorithm and a nonlinear approach for contrast enhancement are proposed. The frame alignment uses a global motion compensation, with a logarithmic search for the correction vector. The blotch removal step consists of two stages. Blotches are first detected using two suitable morphological operators; the resulting pixel maps are merged and then validated using an estimate of the motion. Secondly, a multilevel median filter is used to replace sets of pixels identified as blotches. For contrast enhancement we use a rational unsharp masking technique which is able to effectively treat the high resolution images. To comply with the film properties the sharpening operator acts strongly in the dark regions and weakly in the bright ones. It can also reduce noise in homogeneous areas.
Keywords :
cinematography; filtering theory; image enhancement; image resolution; image restoration; mathematical morphology; mathematical operators; median filters; motion compensation; motion estimation; blotches correction; bright regions; contrast enhancement; correction vector; dark regions; deblotching algorithm; film properties; frame alignment method; global motion compensation; high resolution images; logarithmic search; morphological operators; motion estimation; multilevel median filter; noise reduction; nonlinear approach; old film pictures; old picture restoration; pixel maps; rational unsharp masking; sharpening operator; 1f noise; Additive noise; Filters; Image resolution; Image restoration; Motion compensation; Motion detection; Motion estimation; Motion pictures; Noise reduction;
Conference_Titel :
Image Processing, 2000. Proceedings. 2000 International Conference on
Conference_Location :
Vancouver, BC, Canada
Print_ISBN :
0-7803-6297-7
DOI :
10.1109/ICIP.2000.899795