Tracking algorithm of Siamese network based on online target classification and adaptive template update by Zhiwang CHEN, Zhongxin ZHANG, Juan SONG, Haipeng LEI, Yong PENG

“…Aiming at the problem that tracking algorithm of Siamese network learned the embedded features of the tracked target and the object in the offline training stage, and these embedded features often lacked the target-specific context information, which made these tracking algorithms less robust, a tracking algorithm of the Siamese network based on online target classification and adaptive template update was proposed, which used SiamRPN++ as the baseline algorithm.Firstly, a cross-correlation feature map supervision module for classification was designed in the offline training phase to learn more discriminative embedded features.Secondly, an online target classification module that included an attention mechanism in the online tracking phase was designed, and the online update filter strategy in the module was used to filter out the background noise.Finally, an adaptive template update module was designed to update the target template information using the UpdateNet.The results of experiments on VOT2018 and VOT2019 datasets verify the effectiveness of the proposed algorithm, which brings 13.5% and 18.2% (EAO) improvement respectively compared with the baseline algorithm SiamRPN++.…”
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Region of origin and consumers’ quality perception of wine: an assimilation-contrast approach by Carla Ferreira, Lina Lourenço-Gomes, Lígia M.C. Pinto

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Thirty-five years of floristic collections in southern Tuscany (Italy) by Federico Selvi, Stefano Martellos, Matteo Conti

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End Pose Compensation System of Spraying Robots Based on Unscented Kalman Filter Algorithm by Ding Jiang, Cui Jiaxu, Zuo Qiyang, Chen Hailun, Zhou Wei, He Kai

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SMART-PASSPORT OF MECHATRONIC PRODUCTION FACILITY. CONCEPT by Andrey Kirillovich Tugengold, Andrey Alexandrovich Berdichevskiy

“…The possible connection to the external net communication media is provided. The smart-passport mission and tasks solved under its operation are presented in the paper. …”
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A Neighborhood Rough Classification with Dempster-Shafer Evidence Theory by JU Hengrong; DING Weiping; YIN Tao; FAN Zhe; LIU Jiubing

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EXPLORING THE IMPACT OF ARTIFICIAL INTELLIGENCE ON FINANCIAL ACCOUNTING: OPPORTUNITIES, CHALLENGES, AND FUTURE DIRECTIONS by Ali Khalaf Gatea

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Digital Bibliography in the Age of Linked Data by Kate Ozment

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Advancing the Risk Analysis for Alien Taxa (RAAT) framework by Sabrina Kumschick, Llewellyn C. Foxcroft, John R. U. Wilson

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AFENet: An Attention-Focused Feature Enhancement Network for the Efficient Semantic Segmentation of Remote Sensing Images by Jiarui Li, Shuli Cheng

“…The encoder architecture combines ResNet50 with a parallel multistage feature enhancement group (PMFEG), enabling robust feature extraction through optimized channel reduction, scale expansion, and channel reassignment operations. …”
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Epistemology of e-democracy and e-governance through scientific mapping by Esther García-Río, Pedro Baena-Luna

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Business process recommendation method based on cost constraints by Qianqian Wang, Chifeng Shao, Xianwen Fang, Huamin Zhang

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APPLICATION OF THE DUAL TREE COMPLEX WAVELET TRANSFORM AND MINIMUM ENTROPY DECONVOLUTION IN INCIPIENT FAULT DIAGNOSIS OF THE GEAR BOX by WANG ChaoGe, LIU TongTong, REN XuePing, ZHANG HaoDong, WANG JianGuo

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Encoding and Decoding of Secret Messages Using Matrices. by Niwagaba, James

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Deep learning with data transformation improves cancer risk prediction in oral precancerous conditions by John Adeoye, Yuxiong Su

“…Then, 2D images were used to populate five pre-trained DL models (VGG16, VGG19, MobileNetV2, ResNet50, and EfficientNet-B0). Area under the receiver operating characteristic curve (AUC), Brier scores, and net benefit of the DL models were calculated and compared to five traditional classifiers based on structured data and the binary epithelial dysplasia grading system (current method). …”
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Hybrid Deep Learning and Fuzzy Matching for Real-Time Bidirectional Arabic Sign Language Translation: Toward Inclusive Communication Technologies by Mogeeb A. A. Mosleh, Ahmed A. A. Mohammed, Ezzaldeen E. A. Esmail, Rehab A. A. Mohammed, Basheer Almuhaya

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A New Image Oversampling Method Based on Influence Functions and Weights by Jun Ye, Shoulei Lu, Jiawei Chen

“…To verify that our scheme can synthesize high-quality images and thus improve classification accuracy, we conduct experiments on the processed CIFAR10, CIFAR100, and ImageNet-LT datasets.…”
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MHFS-FORMER: Multiple-Scale Hybrid Features Transformer for Lane Detection by Dongqi Yan, Tao Zhang

“…We also designed ShuffleLaneNet, which meticulously explores the channel and spatial information of multi-scale lane features, significantly improving the accuracy of target recognition. …”
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Overcoming climate change challenges: The role of irrigation in enhancing rice yield in Tanzania by Peter David Kulyakwave, Yu Wen, Xu Shiwei

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Low-Power Branch CNN Hardware Accelerator with Early Exit for UAV Disaster Detection Using 16 nm CMOS Technology by Yu-Pei Liang, Wen-Chin Chao, Ching-Che Chung

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