This paper comprehensively reviews the recent development of image deblurring, including
non-blind/blind, spatially invariant/variant deblurring techniques. Indeed, these techniques …

Planar digital image sensors facilitate broad applications in a wide range of areas,,,–, and
the number of pixels has scaled up rapidly in recent years,. However, the practical …

We tackle a fundamental problem to detect and estimate just noticeable blur (JNB) caused
by defocus that spans a small number of pixels in images. This type of blur is common …

Methods to undo the effects of motion blur are the subject of intense research, but evaluating
and tuning these algorithms has traditionally required either user input or the availability of …

The optics of any camera degrades the sharpness of photographs, which is a key visual
quality criterion. This degradation is characterized by the point-spread function (PSF), which …

Optical aberration is a ubiquitous degeneration in realistic lens-based imaging systems.
Optical aberrations are caused by the differences in the optical path length when light travels …

Videos for outdoor scene often show unpleasant blur effects due to the large relative motion
between the camera and the dynamic objects and large depth variations. Existing works …

High quality imaging usually requires bulky and expensive lenses to compensate geometric
and chromatic aberrations. This poses high constraints on the optical hash or low cost …

High-end lenses although offering high-quality images suffer from both insufficient
affordability and bulky design which hamper their applications in low-budget scenarios or on …

Stereo videos for the dynamic scenes often show unpleasant blurred effects due to the
camera motion and the multiple moving objects with large depth variations. Given …