DEUFormer: High‐precision semantic segmentation for urban remote sensing images by Xinqi Jia, Xiaoyong Song, Lei Rao, Guangyu Fan, Songlin Cheng, Niansheng Chen

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High precision light field image depth estimation via multi‐region attention enhanced network by Jie Li, Wenxuan Yang, Chuanlun Zhang, Heng Li, Xinjia Li, Lin Wang, Yanling Wang, Xiaoyan Wang

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A survey on deep learning based reenactment methods for deepfake applications by Ramamurthy Dhanyalakshmi, Claudiu‐Ionut Popirlan, Duraisamy Jude Hemanth

Subjects: “…convolutional neural nets…”
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Approach for identifying crop seeds with similar appearances using hyperspectral images and improved ResNet 18 based on cloud platform by Hui Li, Xuliang Duan

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Noise2Variance: Dual networks with variance constraint for self‐supervised real‐world image denoising by Hanlin Tan, Yu Liu, Maojun Zhang

Subjects: “…convolutional neural nets…”
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Improving unsupervised pedestrian re‐identification with enhanced feature representation and robust clustering by Jiang Luo, Lingjun Liu

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Tomographic SAR imaging via generative adversarial neural network with cascaded U‐Net architecture by Jie Li, Kun Wang, Zhiyuan Li, Bingchen Zhang, Yirong Wu

Subjects: “…convolutional neural nets…”
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A flare removal network for night vision perception: Resistant to the interference of complex light by Yan Liu, Guan Huang, Wenting Qi, Yujie Li

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Memory‐ and time‐efficient dense network for single‐image super‐resolution by Nasrin Imanpour, Ahmad R. Naghsh‐Nilchi, Amirhassan Monadjemi, Hossein Karshenas, Kamal Nasrollahi, Thomas B. Moeslund

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A lightweight underwater fish image semantic segmentation model based on U‐Net by Zhenkai Zhang, Wanghua Li, Boon‐Chong Seet

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Simultaneous single image super‐resolution and blind Gaussian denoising via slim ghost full‐frequency residual blocks by Saghar Farhangfar, Aryaz Baradarani, Mohammad Asadpour, Mohammad Ali Balafar, Roman Gr. Maev

Subjects: “…convolutional neural nets…”
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CASSC: Context‐aware method for depth guided semantic scene completion by Jinghao Cao, Ming Li, Sheng Liu, Yang Li, Sidan Du

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A lightweight transformer with linear self‐attention for defect recognition by Yuwen Zhai, Xinyu Li, Liang Gao, Yiping Gao

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Hyperspectral Image Classification Method Based on Morphological Features and Hybrid Convolutional Neural Networks by Tonghuan Ran, Guangfeng Shi, Zhuo Zhang, Yuhao Pan, Haiyang Zhu

Subjects: “…convolutional neural nets…”
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Occlusion‐invariant face recognition using simultaneous segmentation by Dan Zeng, Raymond Veldhuis, Luuk Spreeuwers, Richard Arendsen

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Enhancing semi‐supervised contrastive learning through saliency map for diabetic retinopathy grading by Jiacheng Zhang, Rong Jin, Wenqiang Liu

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UCSwin‐UNet model for medical image segmentation based on cardiac haemangioma by Jian‐Ting Shi, Gui‐Xu Qu, Zhi‐Jun Li

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Iris image retrieval using partial matching of image blocks by Fahimeh Afkhamnia, Farsad Zamani Boroujeni, Mohammad Reza Soltanaghaei

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Global information aware network with global interaction graph attention for infrared small target detection by Ruimin Yang, Yidan Zhang, Guangshuai Gao, Liang Liao, Chunlei Li

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3D‐TabNetHS: A hyperspectral image classification method based on improved interpretable 3D attentive TabNet by Ning Li, Daozhi Wei, Shucai Huang, Yong Zhang

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