Výsledky vyhľadávania - Multi-Path Vision Transformer algorithm

Examination of the performance of ASEL and MPViT algorithms for classifying mangrove species of multiple natural reserves of Beibu Gulf, south China Autor Fu, Bolin, He, Xu, Liang, Yiyin, Deng, Tengfang, Li, Huajian, He, Hongchang, Jia, Mingming, Fan, Donglin, Wang, Feng

“…•Two adaptive stacking algorithms achieve classification accuracies of 90.4%-96.2%.•ACE and AMO stackings outperform traditional stacking in classifying mangrove species…”
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VTIL: A multi-layer indoor location algorithm for RSSI images based on vision transformer Autor Zhou, Heng, Yang, Jingmin, Deng, Shanghui, Zhang, Wenjie

“… Within this paper, we introduce an innovative indoor localization algorithm termed Vision Transformer Indoor Localization (VTIL…”
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AMANet: Adaptive Multi-Path Aggregation for Learning Human 2D-3D Correspondences Autor Wang, Xuanhan, Guo, Yuyu, Song, Jingkuan, Gao, Lianli, Shen, Heng Tao

“…) how to boost the performance of index-to-patch prediction faced by limited supervision. To tackle…”
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Segmentation Algorithm Based on Multi-Path Refinement Feature Fusion Autor Wu, Yukai, Chen, Xujun, Fang, Ke

“… mature in the field of computer vision application. Aiming at the problems of complex background, high target similarity, and fuzzy boundary features in traffic scenes, a semantic segmentation algorithm for autonomous driving based on Multi-Scale…”
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HADCN: a hierarchical ascending densely connected network for enhanced medical image segmentation Autor Zhou, Dibin, Zhao, Mingxuan, Liu, Wenhao, Gu, Xirui

“… in a hierarchically organized network for more accurate segmentation. First, HADCNet devises a cross-scale ascending densely connected structure with a multi-path attention gate (MAG…”
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Monocular Depth Estimation Algorithm Integrating Parallel Transformer and Multi-Scale Features Autor Wang, Weiqiang, Tan, Chao, Yan, Yunbing

“… The multi-path Transformer network and single-path CNN network are used to extract global and local features, respectively, and feature fusion is achieved through interactive modules, which improves…”
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Bridge the gap between practical application scenarios and cartoon character detection: A benchmark dataset and deep learning model Autor Qi, Zelu, Pan, Da, Niu, Tianyi, Ying, Zefeng, Shi, Ping

“…The success of deep learning in the field of computer vision makes cartoon character detection (CCD…”
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Perception-Aware Underwater Image Quality Assessment: Dataset, Perceptual Quality Scores, and Assessment Network Autor Lin, Bosen, Dong, Junyu, Dong, Xinghui

“…) algorithms or to evaluate the quality of underwater images. However, accurate UIQA that are consistent with human perception remains challenging…”
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A robust pupil detection method based on multiple continuous frames: A robust pupil detection method based on multiple continuous frames Autor Jiang, Maosong, Cao, Yanlu, Xia, Yeru, Chang, Yi, Lin, Yongzhong, Zhao, Wenzhi, Teng, Fei, Liu, Wenlong

“… The method employs a U-shaped structure composed of multi-path encoders, spatiotemporal feature fusion architecture, and a single-path decoder…”
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U-Shaped Dual Attention Vision Mamba Network for Satellite Remote Sensing Single-Image Dehazing Autor Sui, Tangyu, Xiang, Guangfeng, Chen, Feinan, Li, Yang, Tao, Xiayu, Zhou, Jiazu, Hong, Jin, Qiu, Zhenwei

“… Although multi-scale hybrid models combining convolutional neural networks and Transformers show promise, the quadratic complexity of Transformer complicates the balance between ERF and efficiency…”
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CephTransX net : An attention enhanced feature fusion network leveraging neighborhood rough set approach for cephalometric landmark prediction Autor Neeraja, R, Anbarasi, L Jani

“… ) and Gradient Optimized Multi-Path Bottleneck (GMB ) blocks with Channel and Spatial Attention (CSAT ) module…”
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