This research introduces the Adaptive Deep Residual Network (AdResNet), a deep convolutional neural network designed for effective image denoising in computer vision applications.
Mary Charles Sheeba +1 more
doaj +1 more source
Rainfall Field Reconstruction From Commercial Microwave Links via a Conditional Diffusion Model
Abstract High‐resolution rainfall field reconstruction is a critical task in hydrological applications, with significant implications for flood forecasting, water resource management, and urban resilience. Conventional remote sensing instruments such as rain gauges and weather radars suffer from sparse coverage or high operational costs, while ...
Xinwu Ji +6 more
wiley +1 more source
Paired CycleGAN‐based virtual staining for 3D X‐ray histology of bone‐implant systems
This work demonstrates virtual staining for 3D X‐ray histology using a modified CycleGAN trained on paired synchrotron radiation microtomography (SR‐µCT) and histology images of bone‐implant specimens. The method enables the generation of artificially coloured contrast resembling conventional histological staining from label‐free SR‐µCT data and is ...
Sarah C. Irvine +5 more
wiley +1 more source
Enhancing Noise Reduction with Bionic Wavelet and Adaptive Filtering
Speech signals often contain different forms of background and environmental noise. For the development of an efficient speech recognition system, it is essential to preprocess noisy speech signals to reduce the impact of these disturbances.
Shraddha C +3 more
doaj
A PERFORMANCE STUDY OF TWO JPEG COMPRESSION APPROACHES
As technology continues to advance, and the transition into the digital age, we find ourselves dealing with an ever-expanding volume of information, often leading to challenges in management.
Doaa Elmourssi +4 more
doaj
Application driven, AMC-based cross-layer optimization for video service over LTE
In this paper, we propose a cross-layer optimization scheme in which the application layer controls the medium access network (MAC) and physical (PHY) layers in long-term evolution (LTE, from 3rd generation partnership project [3GPP] release 8) to ...
Kwon Yongil +3 more
doaj
A Robust Multivariate Thresholding Function for Sparse and Biomedical Signal Reconstruction. [PDF]
Ullah H, Gaire S, Graves CA.
europepmc +1 more source
Image reconstruction from incomplete data via approximated pseudo-inverse and dual-domain coupled diffusion posterior sampling. [PDF]
Xing Q +5 more
europepmc +1 more source
Digital media pattern design compression and optimization method based on K-means clustering and LLE dimensionality reduction. [PDF]
Liu B, Zhou S, Sun J, Liu X, Lu W.
europepmc +1 more source

