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Traditional deep neural network (DNN)-based image quality assessment (IQA) models leverage convolutional neural networks (CNN) or Transformer to learn the quality-aware feature representation, achieving commendable performance on natural scene images. ...

The prevalence of the Internet of Things has led to the widespread adoption of 2D barcodes as a means of offline-to-online communication. Whereas, 2D barcodes are not ideal for publicity materials due to their space-consuming nature. Recent works have ...

Traditional image steganography focuses on concealing one image within another, aiming to avoid steganalysis by unauthorized entities. Coverless image steganography (CIS) enhances imperceptibility by not using any cover image. Recent works have utilized ...

Banding, also known as staircase-like contours, frequently occurs in flat areas of images/videos processed by compression or quantization algorithms. As undesirable artifacts, banding destroys the original image structure, thus inevitably degrading users&#...

Computer graphics images (CGIs) are artificially generated by means of computer programs and are widely perceived under various scenarios, such as games, streaming media, etc. In practice, the quality of CGIs consistently suffers from poor rendering ...

• Propose a combined musculoskeletal dynamics and finite element simulation method.
• Knee flexion produces significant changes in femoral stress and strain.
• Shear interfragmentary motion plays a dominant role at knee flexion greater ...

Knee flexion causes a certain amount of misalignment and relative movement of the fractured ends of the femur fracture, and if the flexion angle is too large it will affect the stability of the fracture and the healing ...

Video shakiness is an unpleasant distortion of User Generated Content (UGC) videos, which is usually caused by the unstable hold of cameras. In recent years, many video stabilization algorithms have been proposed, yet no specific and accurate metric ...

Event extraction, as an important part of information extraction, is the main way to transform unstructured text into valuable structured text. To address the problems of long training time and large model volume commonly found in current event ...

Operation accidents caused by deteriorated insulators occur from time to time, which poses a direct threat to the safe and stable operation of transmission lines. Much research has been done at home and abroad on the degradation mechanism of ...

Imagine an interesting situation when watching a movie, we can scan the screen using our smartphones to get some extra information about this movie such as the cast, the release date, the movie's homepage, etc. Our prospect is a world where each ...

Developing and integrating advanced image sensors with novel algorithms in camera systems is prevalent with the increasing demand for computational photography and imaging on mobile platforms. However, the lack of high-quality data for research ...

In this paper, we propose a DNNs-based solution to jointly remosaic and denoise the camera raw data in Quad Bayer pattern. The traditional remosaic problem can be viewed as an interpolation process that converts the Quad Bayer pattern to a normal ...

With the emergence of mobile networks and smartphones, Quick Response Code (QR Code) has been widely used in many scenes in life, e.g. mobile payments, advertisement, and product traceability. However, when the encoded information of QR Codes is ...

Barcode, including one-dimensional (1D) barcode and two-dimensional (2D) barcode, can be seen almost anywhere in our lives. In many barcode-based mobile systems, different barcodes will appear simultaneously with different angles, shapes, and ...

In this talk, we will go over the components of personalized search and recommender systems and demonstrate the applications of various deep learning techniques along the way.

Search and recommender systems are probably the most prevalent ML powered ...

A drug-loaded membrane was prepared by electrospinning Poly ε-caprolactone PCL with doxycycline hydrochloride DOX 15–25% w/w. Scanning electron microscopy SEM images revealed that fibrous average diameter decreased from 247.16±57.61 nm to 194.43±43.33 ...

MADNESS (multiresolution adaptive numerical environment for scientific simulation) is a high-level software environment for solving integral and differential equations in many dimensions that uses adaptive and fast harmonic analysis methods with ...

Guided tissue regeneration (GTR) is a widely used method in periodontal therapy, which involves the placement of a barrier membrane to exclude migration of epithelium and ensure repopulation of periodontal ligament cells. The objective of this study is ...

In this paper, we present an accurate, efficient and stable numerical method for the incompressible Navier-Stokes equations (NSEs). The method is based on (1) an equivalent pressure Poisson equation formulation of the NSE with proper pressure boundary ...