Výsledky vyhledávání - Cascade Encoder-Decoder*

CEDNet: A cascade encoder–decoder network for dense prediction Autor Zhang, Gang, Li, Ziyi, Tang, Chufeng, Li, Jianmin, Hu, Xiaolin

“…-optimal performance. We propose a streamlined cascade encoder–decoder network, named CEDNet, tailored for dense prediction tasks…”
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A Cascade of Encoder–Decoder with Atrous Convolution and Ensemble Deep Convolutional Neural Networks for Tuberculosis Detection Autor Maneerat, Noppadol, Narkthewan, Athasart, Hamamoto, Kazuhiko

“… We describe a deep learning-based cascade algorithm for detecting TB in chest X-rays. Firstly, the lung regions were segregated from other anatomical structures by an encoder…”
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SPEDCCNN: Spatial Pyramid-Oriented Encoder-Decoder Cascade Convolution Neural Network for Crop Disease Leaf Segmentation Autor Yuan, Yuxia, Xu, Zengyong, Lu, Gang

“… encoder-decoder cascade convolution neural network for crop disease leaf segmentation. The network consists of a region disease detection network and a region disease segmentation network…”
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Cascade of encoder-decoder CNNs with learned coordinates regressor for robust facial landmarks detection Autor Valle, Roberto, Buenaposada, José M., Baumela, Luis

“… To this end we append two encoder-decoder CNNs with the same architecture. The first net produces a set of heatmaps with a rough estimation of landmark locations…”
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Cascade learning in multi-task encoder–decoder networks for concurrent bone segmentation and glenohumeral joint clinical assessment in shoulder CT scans Autor Marsilio, Luca, Marzorati, Davide, Rossi, Matteo, Moglia, Andrea, Mainardi, Luca, Manzotti, Alfonso, Cerveri, Pietro

“…Osteoarthritis is a degenerative condition that affects bones and cartilage, often leading to structural changes, including osteophyte formation, bone density…”
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Deep Cascade Residual Networks (DCRNs): Optimizing an Encoder-Decoder Convolutional Neural Network for Low-Dose CT Imaging Autor Huang, Zhenxing, Chen, Zixiang, Quan, Guotao, Du, Yanfeng, Yang, Yongfeng, Liu, Xin, Zheng, Hairong, Liang, Dong, Hu, Zhanli

“…To suppress noise and artifacts caused by reduced radiation exposure in low-dose computed tomography, several deep learning (DL)-based image restoration…”
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End-to-End Dialogue Generation Using a Single Encoder and a Decoder Cascade With a Multidimension Attention Mechanism Autor Belainine, Billal, Sadat, Fatiha, Boukadoum, Mounir

“… aggregating the past and current contexts for a cascade effect on each decoder. As a result, a more comprehensive account of the dialogue evolution is obtained than by focusing on a single turn or the last encoder context…”
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Enhanced YOLOv8 for Drilling Core Image Segmentation Autor Yuan, Zhong, Duan, Longchen, Gao, Hui, Tan, Songheng

“…The exploration of deep formations by drilling has brought the issue of rock fragment into focus, emphasizing the need for accurate assessment of the fragment…”
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CEDNet: A Cascade Encoder-Decoder Network for Dense Prediction Autor Zhang, Gang, Li, Ziyi, Tang, Chufeng, Li, Jianmin, Hu, Xiaolin

“…Multi-scale features are essential for dense prediction tasks, such as object detection, instance segmentation, and semantic segmentation. The prevailing…”
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A cascade transformer-based model for 3D dose distribution prediction in head and neck cancer radiotherapy Autor Gheshlaghi, Tara, Nabavi, Shahabedin, Shirzadikia, Samireh, Moghaddam, Mohsen Ebrahimi, Rostampour, Nima

“… An encoder-decoder network has been developed for the segmentation task, in which the encoder consists of transformer blocks, and the decoder uses multi…”
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Cascade 2D attentional decoders with context-enhanced encoder for scene text recognition Autor Chi, Hongmei, Cai, Jiaxin, Li, Xinran

“… To address this issue, in this paper, we innovatively propose Cascade 2D attentional decoders with context-enhanced encoder for scene text recognition; we name it CASTER…”
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Is the homunculus "aware" of sensory adaptation? Autor Seriès, Peggy, Stocker, Alan A, Simoncelli, Eero P

“… Perception is modeled as arising from an encoder-decoder cascade, in which the encoder is defined by the probabilistic response of a population of neurons, and the decoder transforms this population…”
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PWStableNet: Learning Pixel-Wise Warping Maps for Video Stabilization Autor Zhao, Minda, Ling, Qiang

“…As the videos captured by hand-held cameras are often perturbed by high-frequency jitters, stabilization of these videos is an essential task. Many video…”
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TLTNet: A novel transscale cascade layered transformer network for enhanced retinal blood vessel segmentation Autor Wu, Chengwei, Guo, Min, Ma, Miao, Wang, Kaiguang

“… vessel segmentation, which consists of an encoder and a decoder and is connected between the encoder and decoder by a transscale transformer cascade module…”
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Recognizing and localizing chicken behaviors in videos based on spatiotemporal feature learning Autor Hu, Yilei, Xu, Jinyang, Gou, Zhichao, Cui, Di

“…Timely acquisition of chicken behavioral information is crucial for assessing chicken health status and production performance. Video-based behavior…”
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Interaction-aware trajectory prediction for heterogeneous agents in shared spaces Autor Zhang, Junfei, Fan, Yingchun, Hui, Fei, Tan, Erlong, Zhou, Xingkai

“… To address these challenges, we propose a novel encoder–decoder framework that strategically integrates cascade spatial…”
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Boost Query-Centric Network Efficiency for Multi-Agent Motion Forecasting Autor Huang, Yuyao, Chen, Kai, Tian, Wei, Xiong, Lu

“…Real-time multi-agent motion forecasting is essential for autonomous vehicles to safely navigate on urban roads. Recent advancements in this field exhibit the…”
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Differential Attention Orientated Cascade Network for Infrared Small Target Detection Autor Tang, Wenjuan, Dai, Qun, Hao, Fan

“… First, the cascade feature extraction module is designed via a multilevel coplanar cascade encoder-decoder structure, which integrates the deep-level and low-level features of infrared targets and backgrounds…”
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DCENet: A Dense Contextual Ensemble Network for Multiclass Ocean Front Detection Autor He, Qi, Gong, Bo, Song, Wei, Du, Yanling, Zhao, Danfeng, Zhang, Wenbo

“… The dense aggregation block (DA Block) introduced in the encoder and decoder cascades all convolutional features, allowing the deep layers of the network for precise positioning to use STF detailed information…”
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Serial Decoders-Based Auto-Encoders for Image Reconstruction Autor Li, Honggui, Trocan, Maria, Sawan, Mohamad, Galayko, Dimitri

“… This paper aims at performing image reconstruction using auto-encoders, employs cascade decoders-based auto-encoders, perfects the performance of image reconstruction, approaches gradually lossless…”
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