A comprehensive construction of deep neural network‐based encoder–decoder framework for automatic image captioning systems by Md Mijanur Rahman, Ashik Uzzaman, Sadia Islam Sami, Fatema Khatun, Md Al‐Amin Bhuiyan

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Enhancing low‐light images with lightweight fused fixed‐directional filters network by Yang Li

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Underwater organisms detection algorithm based on multi‐scale perception and representation enhancement by Jiawei Xu, Fen Chen, Lian Huang, Tingna Liu, Zongju Peng

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An automatic detection method for cervical liquid‐based cells based on improved Yolov5s network by Shen Xudong, Wu Zhihua, Tao Yebo, Wu Xianglian, Chen Linfei

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An innovative traffic flow detection model based on temporal video frame analysis and grayscale aggregation quantification by Xin Liu, Qiao Meng, Xin Li, Zhijie Wang, Siyuan Kong, Bingyu Li

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A semi‐supervised segmentation network fusing pseudo‐label with multi‐level feature consistency correction for hard exudates by Xinfeng Zhang, Jiaming Zhang, Jie Shao, Hui Li, Xiaomin Liu, Maoshen Jia

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A small‐target traffic sign detection algorithm based on partial conv and atrous spatial pyramid by Yuqi Li, Zijian Wang, Han Zhang, Xinpeng Yao, Zhou Zhou, Xin Cheng

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Hierarchical multi‐modal video summarization with dynamic sampling by Lingjian Yu, Xing Zhao, Liang Xie, Haoran Liang, Ronghua Liang

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MRS‐Net: Brain tumour segmentation network based on feature fusion and attention mechanism by Xiaoyan Shen, Ju Wang, Yuhua Zhao, Rui Zhou, Han Gao, Jiakai Zhang, Hongming Shen

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Surface defect detection method of aluminium alloy castings based on data enhancement and CRT‐DETR by Long Li, Mingyang Gao, Xing Tian, Chengjun Wang, Jiangli Yu

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Multi‐task image restoration network based on spatial aggregation attention and multi‐feature fusion by Chunyan Peng, Xueya Zhao, Yangbo Chen, Wanqing Zhang, Yuhui Zheng

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Multi‐image encryption and authentication using computational ghost imaging and singular value decomposition by Hong Huang, ZhiGuang Han

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Semi‐supervised contextual cognitive augmentation‐based cross‐teaching network for multiclass medical image segmentation by Di Gai, Yuxuan Wu, Yusong Xiao, Yuhan Geng, Lei Cao, Xin Xiong, An‐qi Zhong

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k‐wise multi‐graph matching by Xinwen Zhu, Liangliang Zhu, Xiurui Geng

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Improving YOLOv8 with parallel frequency channel attention for taxi passengers by Qi Gao, Di He, Guilin Xu

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Glaucoma detection with explainable AI using convolutional neural networks based feature extraction and machine learning classifiers by Vijaya Kumar Velpula, Diksha Sharma, Lakhan Dev Sharma, Amarjit Roy, Manas Kamal Bhuyan, Sultan Alfarhood, Mejdl Safran

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Deep handwritten diagram segmentation by Buntita Pravalpruk, Matthew N. Dailey

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Action recognition algorithm based on skeleton graph with multiple features and improved adjacency matrix by Shanqing Zhang, Shuheng Jiao, Yujie Chen, Jiayi Xu

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YOLO‐RSFM: An efficient road small object detection method by Pei Tang, Zhenyu Ding, Mao Lv, Minnan Jiang, Weikai Xu

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Explicit–implicit symmetric diffeomorphic deformable image registration with convolutional neural network by Longhao Li, Li Li, Yunfeng Zhang, Fangxun Bao, Xunxiang Yao, Zewen Zhang, Weilin Chen

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