RAW image reconstruction using a self-contained sRGB-JPEG image with only 64 KB overhead
RMH Nguyen, MS Brown - Proceedings of the IEEE conference on …, 2016 - cv-foundation.org
Most camera images are saved as 8-bit standard RGB (sRGB) compressed JPEGs. Even
when JPEG compression is set to its highest quality, the encoded sRGB image has been
significantly processed in terms of color and tone manipulation. This makes sRGB-JPEG
images undesirable for many computer vision tasks that assume a direct relationship
between pixel values and incoming light. For such applications, the RAW image format is
preferred, as RAW represents a minimally processed, sensor-specific RGB image with …
when JPEG compression is set to its highest quality, the encoded sRGB image has been
significantly processed in terms of color and tone manipulation. This makes sRGB-JPEG
images undesirable for many computer vision tasks that assume a direct relationship
between pixel values and incoming light. For such applications, the RAW image format is
preferred, as RAW represents a minimally processed, sensor-specific RGB image with …
Raw image reconstruction using a self-contained srgb–jpeg image with small memory overhead
RMH Nguyen, MS Brown - International journal of computer vision, 2018 - Springer
Most camera images are saved as 8-bit standard RGB (sRGB) compressed JPEGs. Even
when JPEG compression is set to its highest quality, the encoded sRGB image has been
significantly processed in terms of color and tone manipulation. This makes sRGB–JPEG
images undesirable for many computer vision tasks that assume a direct relationship
between pixel values and incoming light. For such applications, the RAW image format is
preferred, as RAW represents a minimally processed, sensor-specific RGB image that is …
when JPEG compression is set to its highest quality, the encoded sRGB image has been
significantly processed in terms of color and tone manipulation. This makes sRGB–JPEG
images undesirable for many computer vision tasks that assume a direct relationship
between pixel values and incoming light. For such applications, the RAW image format is
preferred, as RAW represents a minimally processed, sensor-specific RGB image that is …
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