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Bilateral guided radiance field processing
Neural Radiance Fields (NeRF) achieves unprecedented performance in synthesizing novel
view synthesis, utilizing multi-view consistency. When capturing multiple inputs, image …
view synthesis, utilizing multi-view consistency. When capturing multiple inputs, image …
Raw image reconstruction with learned compact metadata
While raw images exhibit advantages over sRGB images (eg linearity and fine-grained
quantization level), they are not widely used by common users due to the large storage …
quantization level), they are not widely used by common users due to the large storage …
Beyond the pixel: a photometrically calibrated HDR dataset for luminance and color prediction
Light plays an important role in human well-being. However, most computer vision tasks
treat pixels without considering their relationship to physical luminance. To address this …
treat pixels without considering their relationship to physical luminance. To address this …
Metadata-based raw reconstruction via implicit neural functions
Many low-level computer vision tasks are desirable to utilize the unprocessed RAW image
as input, which remains the linear relationship between pixel values and scene radiance …
as input, which remains the linear relationship between pixel values and scene radiance …
Reversed image signal processing and RAW reconstruction. AIM 2022 challenge report
Cameras capture sensor RAW images and transform them into pleasant RGB images,
suitable for the human eyes, using their integrated Image Signal Processor (ISP). Numerous …
suitable for the human eyes, using their integrated Image Signal Processor (ISP). Numerous …
Leveraging frame affinity for srgb-to-raw video de-rendering
Unprocessed RAW video has shown distinct advantages over sRGB video in video editing
and computer vision tasks. However capturing RAW video is challenging due to limitations …
and computer vision tasks. However capturing RAW video is challenging due to limitations …
An overview of bit-depth enhancement: Algorithm datasets and evaluation
To enhance the visualization of images on high dynamic range (HDR) monitors, it is
essential to employ bit-depth enhancement (BDE) methods for converting low bit-depth …
essential to employ bit-depth enhancement (BDE) methods for converting low bit-depth …
Graphics2RAW: map** computer graphics images to sensor raw images
Computer graphics (CG) rendering platforms produce imagery with ever-increasing photo
realism. The narrowing domain gap between real and synthetic imagery makes it possible to …
realism. The narrowing domain gap between real and synthetic imagery makes it possible to …
Beyond learned metadata-based raw image reconstruction
While raw images possess distinct advantages over sRGB images, eg, linearity and fine-
grained quantization levels, they are not widely adopted by general users due to their …
grained quantization levels, they are not widely adopted by general users due to their …