Dual‐branch mutual assistance network for salient object detection
Sign Up to like & getrecommendations! Published in 2021 at "International Journal of Intelligent Systems"
DOI: 10.1002/int.22654
Abstract: To maintain the boundaries of salient objects in the detection results, some methods start to apply additional edge labels to train their networks to learn detailed information. These methods have made gratifying progress. However, since… read more here.
Keywords: detection; network; mutual assistance; assistance network ... See more keywords
Inverse characterization of composites using guided waves and convolutional neural networks with dual-branch feature fusion
Sign Up to like & getrecommendations! Published in 2021 at "Mechanics of Advanced Materials and Structures"
DOI: 10.1080/15376494.2021.1982090
Abstract: In this work, ultrasonic guided waves and a dual-branch version of convolutional neural networks are used to solve two different but related inverse problems, i.e., finding layup sequence type and identifying material properties. In the… read more here.
Keywords: dual branch; guided waves; neural networks; convolutional neural ... See more keywords
3D Intracranial Aneurysm Classification and Segmentation via Unsupervised Dual-Branch Learning
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Journal of Biomedical and Health Informatics"
DOI: 10.1109/jbhi.2022.3180326
Abstract: Intracranial aneurysms are common nowadays and how to detect them intelligently is of great significance in digital health. Whereas most existing deep learning research focused on medical images in a supervised way, we introduce an… read more here.
Keywords: branch; intracranial aneurysm; dual branch; classification segmentation ... See more keywords
A Dual-Branch Network for Diagnosis of Thorax Diseases From Chest X-Rays
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Journal of Biomedical and Health Informatics"
DOI: 10.1109/jbhi.2022.3215694
Abstract: Automated chest X-ray analysis has a great potential for diagnosing thorax diseases since errors in diagnosis have always been a concern among radiologists. Being a multi-label classification problem, achieving accurate classification remains challenging. Several studies… read more here.
Keywords: network; lung regions; classification; dual branch ... See more keywords
PFRNet: Dual-Branch Progressive Fusion Rectification Network for Monaural Speech Enhancement
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Signal Processing Letters"
DOI: 10.1109/lsp.2022.3222045
Abstract: In recent years, the transformer-based dual-branch magnitude and complex spectrum estimation framework achieves state-of-the-art performance for monaural speech enhancement. However, the insufficient utilization of the interactive information in the middle layers makes each branch lack… read more here.
Keywords: fusion; rectification; branch; speech enhancement ... See more keywords
A Dual-Branch Series-Parallel Hybrid Buck DC-DC Converter With Flying Capacitor Voltage Auto-Balancing
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Circuits and Systems I: Regular Papers"
DOI: 10.1109/tcsi.2022.3201166
Abstract: This paper presents a dual-branch series-parallel hybrid buck converter with flying capacitor voltage auto-balancing and reduced output impedance. The proposed converter automatically and inherently balances the flying capacitor voltages as one-third of the input voltage.… read more here.
Keywords: flying capacitor; voltage; dual branch; branch series ... See more keywords
A 0.1-V VIN Subthreshold 3-Stage Dual-Branch Charge Pump With 43.4% Peak Power Conversion Efficiency Using Advanced Dynamic Gate-Bias
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Circuits and Systems II: Express Briefs"
DOI: 10.1109/tcsii.2022.3182344
Abstract: This brief proposes a 3-stage dual-branch charge pump (CP) with an advanced dynamic gate-biasing technique (DGB) enabling ultra-low-voltage (0.1 V) energy harvesting. Specifically, we reduce the forward conduction loss and the reverse current leakage loss… read more here.
Keywords: dynamic gate; advanced dynamic; charge pump; dual branch ... See more keywords
A Multiagent Deep Reinforcement Learning-Enabled Dual-Branch Damping Controller for Multimode Oscillation
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Control Systems Technology"
DOI: 10.1109/tcst.2022.3176736
Abstract: This study develops a multiagent deep reinforcement learning (MADRL)-enabled framework for the decentralized cooperative control of a novel dual-branch (DB) damping controller for both low-frequency oscillation (LFO) and ultralow-frequency oscillation (ULFO). It has two branches,… read more here.
Keywords: reinforcement learning; deep reinforcement; controller; dual branch ... See more keywords
A Dual-Branch Detail Extraction Network for Hyperspectral Pansharpening
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2021.3130420
Abstract: Hyperspectral (HS) pansharpening aims at creating a high-resolution hyperspectral (HR-HS) image by integrating a high spatial resolution panchromatic (HR-PAN) image with a low-resolution hyperspectral (LR-HS) image. It is an important preprocessing procedure in many remote… read more here.
Keywords: network; branch detail; detail extraction; dual branch ... See more keywords
Dual-Branch Difference Amplification Graph Convolutional Network for Hyperspectral Image Change Detection
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2021.3135567
Abstract: Hyperspectral image (HSI) change detection aims to identify the differences in multi-temporal HSIs. Recently, graph convolutional network (GCN) has attracted increasing attention in the field of remote sensing due to its advantages in processing irregular… read more here.
Keywords: change detection; network; change; dual branch ... See more keywords
Dual-Branch Neural Network for Sea Fog Detection in Geostationary Ocean Color Imager
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2022.3196177
Abstract: Sea fog significantly threatens the safety of maritime activities. This article develops a sea fog detection dataset (SFDD) and a dual-branch sea fog detection network (DB-SFNet). We investigate all the observed sea fog events in… read more here.
Keywords: fog detection; sea fog; dual branch; sea ... See more keywords