Partial occlusion effects are a phenomenon that blurry objects near a camera are semi-
transparent, resulting in partial appearance of occluded background. However, it is …

In this paper, we tackle the problem of monocular bokeh synthesis, where we attempt to
render a shallow depth of field image from a single all-in-focus image. Unlike in DSLR …

This paper reviews the video extreme super-resolution challenge associated with the AIM
2020 workshop at ECCV 2020. Common scaling factors for learned video super-resolution …

Videos in the real-world contain various dynamics and motions that may look unnaturally
discontinuous in time when the recorded frame rate is low. This paper reports the second …

Bokeh effect highlights an object (or any part of the image) while blurring the rest of the
image, and creates a visually pleasant artistic effect. Due to the sensor-based limitations on …

Thanks to the powerful modeling capabilities of multi-head self attention (MSA), transformers
have shown significant performance gains in vision tasks. However, as transformers require …

Images with visual pleasing bokeh effect are often unattainable for mobile cameras with
compact optics and tiny sensors. To balance the aesthetic requirements on photo quality …

Dynamic Neural Radiance Field (NeRF) from monocular videos has recently been explored
for space-time novel view synthesis and achieved excellent results. However, defocus blur …

Digital images taken by mobile phones are the most frequent class of images created today.
Due to their omnipresence and the many ways they are encountered, they require a specific …

Rendering bokeh effects has become a research hotspot in the field of computational
photography. Its essence is to focus on foreground area of interest, and blur other …