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Deep learning for downscaling remote sensing images: Fusion and super-resolution
The past few years have seen an accelerating integration of deep learning (DL) techniques
into various remote sensing (RS) applications, highlighting their power to adapt and …
into various remote sensing (RS) applications, highlighting their power to adapt and …
Quantization and entropy coding in the versatile video coding (VVC) standard
The paper provides an overview of the quantization and entropy coding methods in the
Versatile Video Coding (VVC) standard. Special focus is laid on techniques that improve …
Versatile Video Coding (VVC) standard. Special focus is laid on techniques that improve …
A study of the perceptually weighted peak signal-to-noise ratio (WPSNR) for image compression
The peak signal-to-noise ratio (PSNR) is the most used objective measure for assessing
perceptual image quality when it comes to image and video compression tasks, despite the …
perceptual image quality when it comes to image and video compression tasks, despite the …
Conceptual compression via deep structure and texture synthesis
Existing compression methods typically focus on the removal of signal-level redundancies,
while the potential and versatility of decomposing visual data into compact conceptual …
while the potential and versatility of decomposing visual data into compact conceptual …
Saliency-driven versatile video coding for neural object detection
Saliency-driven image and video coding for humans has gained importance in the recent
past. In this paper, we pro-pose such a saliency-driven coding framework for the video …
past. In this paper, we pro-pose such a saliency-driven coding framework for the video …
Video compression using generalized binary partitioning, trellis coded quantization, perceptually optimized encoding, and advanced prediction and transform coding
In this paper, we describe a video coding design that enables a higher coding efficiency
than the HEVC standard. The proposed video codec follows the design of block-based …
than the HEVC standard. The proposed video codec follows the design of block-based …
Xpsnr: A low-complexity extension of the perceptually weighted peak signal-to-noise ratio for high-resolution video quality assessment
The objective PSNR metric is known to correlate quite poorly with subjective assessments of
video coding quality. Thus, a number of alternative VQA measures such as (MS-) SSIM and …
video coding quality. Thus, a number of alternative VQA measures such as (MS-) SSIM and …
A scene change and noise aware rate control method for VVenC, an open VVC encoder implementation
CR Helmrich, C Bartnik, J Brandenburg… - 2022 Picture Coding …, 2022 - ieeexplore.ieee.org
Contemporary motion picture content, consisting of scenes with different amounts of visual
complexity or camera noise, represents demanding input for video encoders operating in …
complexity or camera noise, represents demanding input for video encoders operating in …
Residual attention augmented U-shaped network for one-bit SAR image restoration
LB Guo, YY Dong, C Dong - IEEE Transactions on Geoscience …, 2024 - ieeexplore.ieee.org
The application of one-bit sampling technology in synthetic aperture radar (SAR) systems
has great potential due to its attractive advantages such as fast sampling speed, low data …
has great potential due to its attractive advantages such as fast sampling speed, low data …
Finalization of VVenC's screen content detector and two-pass rate control using pre-filtering statistics
CR Helmrich, A Henkel, T Hinz… - … on Image Processing …, 2023 - ieeexplore.ieee.org
For improved performance, practical video encoders integrate algorithms for screen content
detection and rate control. This paper outlines recently implemented optimizations to both …
detection and rate control. This paper outlines recently implemented optimizations to both …