Výsledky vyhľadávania - Asymmetric encoder–decoder architecture

Ghost-UNet: An Asymmetric Encoder-Decoder Architecture for Semantic Segmentation From Scratch Autor Kazerouni, Iman Abaspur, Dooly, Gerard, Toal, Daniel

“… for them. In this paper, we propose a deep architecture for semantic segmentation from scratch based on an asymmetry encoder- decoder architecture…”
Získať plný text

NAG-Net: Nested attention-guided learning for segmentation of carotid lumen-intima interface and media-adventitia interface Autor Huang, Qinghua, Zhao, Liangrun, Ren, Guanqing, Wang, Xiaoyi, Liu, Chunying, Wang, Wei

“…Cardiovascular diseases (CVD), as the leading cause of death in the world, poses a serious threat to human health. The segmentation of carotid Lumen-intima…”
Získať plný text

FS-MSFormer: Image Dehazing Based on Frequency Selection and Multi-Branch Efficient Transformer Autor Tang, Chunming, Wang, Yu

Získať plný text

Lednet: A Lightweight Encoder-Decoder Network for Real-Time Semantic Segmentation Autor Wang, Yu, Zhou, Quan, Liu, Jia, Xiong, Jian, Gao, Guangwei, Wu, Xiaofu, Latecki, Longin Jan

“… In this paper, we present a lightweight network to address this problem, namely LEDNet, which employs an asymmetric encoder-decoder architecture for the task of real-time semantic segmentation…”
Získať plný text

Towards Real-time High-Definition Image Snow Removal: Efficient Pyramid Network with Asymmetrical Encoder-decoder Architecture Autor Tian Ye, Chen, Sixiang, Liu, Yun, Ye, Yi, Chen, Erkang

“… We develop a novel Efficient Pyramid Network with asymmetrical encoder-decoder architecture for real-time HD image desnowing…”
Získať plný text

Detecting energy consumption anomalies with dynamic adaptive encoder-decoder deep learning networks Autor Zhang, Limao, Guo, Jing, Lin, Penghui, Tiong, Robert L.K.

“…, or even potential hazards within the building systems. To address this problem, this study introduces an Asymmetric Hybrid Encoder-Decoder (AHED…”
Získať plný text

SSRF-Net: A Stagewise Scheduled Rainfall Forecasting Network With an Asymmetric Architecture Autor Luo, Wenjie, Li, Chaorong, Ling, Xudong, Deng, Chuanhu, Wang, Zhuo

“… We design an asymmetric encoder-decoder (E-D) architecture featuring a differential selective encoder (DSE…”
Získať plný text

CoAtUNet: A symmetric encoder-decoder with hybrid transformers for semantic segmentation of breast ultrasound images Autor Zaidkilani, Nadeem, Garcia, Miguel Angel, Puig, Domenec

“…–decoder architecture in which CoAtNet is applied to both branches. CoAtUNet is specifically designed for tumor segmentation in breast ultrasound (BUS…”
Získať plný text

Multiscale Underwater Image Enhancement in RGB and HSV Color Spaces Autor Liu, Chufan, Shu, Xin, Pan, Lei, Shi, Jinlong, Han, Bin

“… Second, the corrected multiscale images are fed into a deep learning-based asymmetric multiscale encoder-decoder architecture, which works in RGB and HSV color spaces to extract rich and varied…”
Získať plný text

LAANet: lightweight attention-guided asymmetric network for real-time semantic segmentation Autor Zhang, Xiuling, Du, Bingce, Wu, Ziyun, Wan, Tingbo

“…), which adopts an asymmetric encoder–decoder architecture. In the encoder, we propose an efficient asymmetric bottleneck (EAB…”
Získať plný text

Lightweight and efficient asymmetric network design for real-time semantic segmentation Autor Zhang, Xiu-Ling, Du, Bing-Ce, Luo, Zhao-Ci, Ma, Kai

“…) for real-time semantic segmentation is proposed to address this problem. Specifically, LEANet adopts an asymmetric encoder-decoder architecture…”
Získať plný text

LSCMNet: A Lightweight Segmentation Network Based on Co-Occurring Matrix for Seismic Image Autor Fan, Linqian, Lu, Wenkai, Wang, Yonghao

“…). The overall architecture of LSCMNet employs an asymmetric encoder-decoder structure. The encoder mainly consists of a lightweight bottleneck that integrates the parametric co-occurrence matrix (CM…”
Získať plný text

Road extraction from remote sensing images based on a multi-scale asymmetric dual attention mechanism Autor Qu, Shenming, Liu, Suchen, Han, Fengyu, Xie, Yuan

“… We proposed an encoder-decoder architecture based on a multi-scale asymmetric dual attention mechanism…”
Získať plný text

Masked Autoencoders Are Scalable Vision Learners Autor He, Kaiming, Chen, Xinlei, Xie, Saining, Li, Yanghao, Dollar, Piotr, Girshick, Ross

“… It is based on two core designs. First, we develop an asymmetric encoder-decoder architecture, with an encoder that operates only on the visible subset of patches (without mask tokens…”
Získať plný text

SCFormer: Spectral Coordinate Transformer for Cross-Domain Few-Shot Hyperspectral Image Classification Autor Li, Jiaojiao, Zhang, Zhiyuan, Song, Rui, Li, Yunsong, Du, Qian

“… In this paper, we propose an asymmetric encoder-decoder architecture, Spectral Coordinate Transformer (SCFormer…”
Získať plný text

Hyperspectral Image Denoising via Quasi-Recursive Spectral Attention and Cross-Layer Feature Fusion Autor Xiao, Yanhua, Zhou, Huayan, Li, Wenfeng, Yang, Long, Wang, Ke

“…Hyperspectral images (HSIs) contain rich spatial–spectral information but are highly susceptible to various types of noise during the imaging process, which…”
Získať plný text

ULFAC-Net: Ultra-Lightweight Fully Asymmetric Convolutional Network for Skin Lesion Segmentation Autor Ma, Yuliang, Wu, Liping, Gao, Yunyuan, Gao, Farong, Zhang, Jianhai, Luo, Zhizeng

“… To address these challenges, we propose an ultralightweight fully asymmetric convolutional network for skin lesion segmentation, called ULFAC-Net…”
Získať plný text

TSVT: Token Sparsification Vision Transformer for robust RGB-D salient object detection Autor Gao, Lina, Liu, Bing, Fu, Ping, Xu, Mingzhu

“… SOD, named TSVT, that explicitly extracts global-local multi-modality features with sparse tokens. The TSVT is an asymmetric encoder…”
Získať plný text

FRNet: Factorized and Regular Blocks Network for Semantic Segmentation in Road Scene Autor Lu, Mengxu, Chen, Zhenxue, Wu, Q. M. Jonathan, Wang, Nannan, Rong, Xuewen, Yan, Xinghe

“…), which employs an asymmetric encoder-decoder architecture with Factorized and Regular (FR) blocks. Our method achieves…”
Získať plný text

AMGSN: Adaptive mask-guide supervised network for debiased facial expression recognition Autor Gu, Tianlong, Li, Hao, Feng, Xuan, Luo, Yiqin

“… Specifically, we employ an asymmetric encoder–decoder architecture, where the encoder encodes only the unmasked visible regions, while the lightweight decoder reconstructs the original…”
Získať plný text