Understanding Value Network Analysis for Organizational Success

Learn about value network analysis, the assessment of the members and resources that contribute to an organizational network.

Scientists map development of pancreas transport channels that deliver digestive enzymes

Organs often have fluid-filled spaces called lumens, which are crucial for organ function and serve as transport and delivery ...

A tug-of-war explains a decades-old question about how bacteria swim

Scientists have uncovered a new explanation for how swimming bacteria change direction, providing fresh insight into one of ...
IEEE

Graph Convolutional Network with Local Topology and Spectral Feature Representation for Multispectral Point Cloud Classification

Abstract: Multispectral LiDAR contributes to the rapid acquisition of 3D spatial and spectral information of land covers, providing more comprehensive features for classification. Despite the ...
IEEE

The Graph Structure of Baker's Maps Implemented on a Computer

Abstract: The complex dynamics of the baker's map and its variants in infinite-precision mathematical domains and quantum settings have been extensively studied over the past five decades. However, ...
IEEE

A Dual Attention KPConv Network Combined With Attention Gates for Semantic Segmentation of ALS Point Clouds

Abstract: Kernel point convolution (KPConv) defines convolutional weights based on Euclidean distances between kernel points and input points and has shown good segmentation results on several ...
IEEE

An Augmented Structure of Neural Networks-Based Cancelers With High Isolation for Self-Interference Cancellation in In-Band Full-Duplex Radios

Abstract: Self-interference (SI) is regarded as a main challenge in in-band full-duplex (IBFD) radios. In this letter, an augmented structure for neural networks (NNs)-based cancelers is proposed to ...
IEEE

Multi-Task Learning Enhanced Physics-Informed Neural Network for Solving Fluid-Structure Interaction Equations

Abstract: Physics-informed neural networks (PINNs) incorporate physical constraints into their loss functions, allowing them to efficiently solve Partial Differential Equations (PDEs). In this work, ...
IEEE

Recursive Multi-Scale Network With Enhanced Attention for Structure-Preserving Deraining

Abstract: Rain streaks in outdoor images can severely affect the performance of high-level vision tasks, such as surveillance and autonomous driving, by obscuring important image details. The ...
Frontiers

Structure-aware completion of plant 3D LiDAR point clouds via a multi-resolution GAN-inversion network

Introduction: Three-dimensional (3D) point clouds acquired by LiDAR are fundamental for applications such as autonomous navigation, mobile robotics, infrastructure inspection, and cultural-heritage ...
IEEE

MixDehazeNet: Mix Structure Block For Image Dehazing Network

Abstract: Image dehazing is a typical task in the low-level vision field. Previous studies verified the effectiveness of vanilla convolution kernel, transformer, and attention mechanism in dehazing.
IEEE

Computer Network Information Security Supervision and Protection Strategy with Internet of Things Information Technology

Abstract: With the continuous development and popularisation of Internet of Things (IoT) technology, the regulation and protection of computer network information security has become increasingly ...