Search Results - "Cascade encoder–decoder"

CEDNet: A cascade encoder–decoder network for dense prediction by 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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Enhanced YOLOv8 for Drilling Core Image Segmentation by 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 by 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 by Gheshlaghi, Tara, Nabavi, Shahabedin, Shirzadikia, Samireh, Moghaddam, Mohsen Ebrahimi, Rostampour, Nima

“… Radiation therapy is one of the primary methods used to treat cancer in the clinic. Its goal is to deliver a precise dose to the planning target volume while…”
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PWStableNet: Learning Pixel-Wise Warping Maps for Video Stabilization by 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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Recognizing and localizing chicken behaviors in videos based on spatiotemporal feature learning by 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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Multi-Scale Kolmogorov-Arnold Network (KAN)-Based Linear Attention Network: Multi-Scale Feature Fusion with KAN and Deformable Convolution for Urban Scene Image Semantic Segmentation by Li, Yuanhang, Liu, Shuo, Wu, Jie, Sun, Weichao, Wen, Qingke, Wu, Yibiao, Qin, Xiujuan, Qiao, Yanyou

“…The introduction of an attention mechanism in remote sensing image segmentation improves the accuracy of the segmentation. In this paper, a novel multi-scale…”
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Differential Attention Orientated Cascade Network for Infrared Small Target Detection by 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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Towards a machine-learning-based large eddy simulation of offshore wind farms by Marefat, H. Ali, Alam, Jahrul, Pope, Kevin

“…This study introduces a Scale-Adaptive Machine-Learning Subgrid-Scale model developed to predict subgrid-scale turbulence within the framework of large eddy…”
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LocSAR: a location-based SAR ship generation model for complex backgrounds by Ju, Moran, Li, Mulin, Mao, Tengkai, Niu, Buniu, Fang, Da, Jin, Sinian

“…-specific high-quality complex SAR images. The model consists of four parts: a cascade Encoder-Decoder, a scene fusion module…”
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A Cascade Transformer-based Model for 3D Dose Distribution Prediction in Head and Neck Cancer Radiotherapy by Gheshlaghi, Tara, Nabavi, Shahabedin, Shirzadikia, Samire, Mohsen Ebrahimi Moghaddam, Rostampour, Nima

“…Radiation therapy is the primary method used to treat cancer in the clinic. Its goal is to deliver a precise dose to the planning target volume (PTV) while…”
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Orthogonal En/Decoders for Truly Asynchronous Spectral Amplitude Encoded OCDMA by Huiszoon, B., Bakker, L., de Waardt, H., Khoe, G.D., Fledderus, E.R., Koonen, A.M.J.

“…In this paper, theoretical results are presented on the modular construction of orthogonal tree and cascade encoders/decoders of any size for truly asynchronous and cost-efficient spectral amplitude…”
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