The best angle correction of basketball shooting based on the fusion of time series features and dual CNN by Meicai Xiao

“…Segmenting the shooting video, taking the video frame as the input of the key node extraction network of the shooting action, obtaining the video frame with the sequence information of the bone points, extracting the continuous T-frame video stack from it, and inputting it into the spatial context feature extraction network in the shooting posture prediction model based on dual stream CNN (MobileNet V3 network with multi-channel attention mechanism fusion module), extract the space context features of shooting posture; The superimposed optical flow graph of continuous video frames containing sequence information of bone points is input into the time convolution network (combined with Bi-LSTM network of multi-channel attention mechanism fusion module), extract the skeleton temporal sequence features during the shooting movement, using the spatial context features and skeleton temporal sequence features extracted from the feature fusion module, and realizing the prediction of shooting posture through Softmax according to the fusion results, calculate the shooting release speed under this attitude, solve the shooting release angle, and complete the correction of the best shooting release angle by comparing with the set conditions. …”
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An Efficient 3D Convolutional Neural Network for Dose Prediction in Cancer Radiotherapy from CT Images by Lam Thanh Hien, Pham Trung Hieu, Do Nang Toan

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Underwater Image Enhancement Based on Transformer, Attention, and Multi-Color-Space Inputs by Liqiong Lu, Dong Wu, Liuyin Wang, Wanzhen Zhang, Tonglai Liu

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Improved lightweight DeepLabV3+ for bare rock extraction from high-resolution UAV imagery by Pengde Lai, Chao Lv, Lv Zhou, Shengxiong Yang, Jiao Xu, Qiulin Dong, Meilin He

“…Bare rock information extraction in karst regions is crucial for geological hazard monitoring and ecological assessment. …”
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Determination of Wheat Growth Stages Using Image Sequences and Deep Learning by Chunying Wang, Xubin Song, Weiting Pan, Haixia Yu, Xiang Li, Ping Liu

“…The growth stage of wheat is key information for critical decision-making related to cultivar screening of wheat and farming activities. …”
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A Multifeature Fusion Network for Tree Species Classification Based on Ground-Based LiDAR Data by Yaoting Liu, Yiming Chen, Zhengjun Liu, Jianchang Chen, Yuxuan Liu

“…We also utilize the umbrella-repSurf module, which captures local geometric features and enhances the model's responsiveness to tree structural nuances. The backbone of MFFTC-Net integrates these innovations through a multifeature fusion approach, utilizing set abstraction for local information capture and transformer-based feature interaction for robust multiscale feature integration. …”
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Drivers of spring migration phenology in Rocky Mountain elk by Storm Crews, Nathaniel D. Rayl, Mathew W. Alldredge, Eric J. Bergman, Charles R. Anderson, Guillaume Bastille-Rousseau

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A hybrid deep learning model approach for automated detection and classification of cassava leaf diseases by G. Sambasivam, G. Prabu kanna, Munesh Singh Chauhan, Prem Raja, Yogesh Kumar

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Real-time fire and smoke detection system for diverse indoor and outdoor industrial environmental conditions using a vision-based transfer learning approach by Uttam U. Deshpande, Goh Kah Ong Michael, Sufola Das Chagas Silva Araujo, Sowmyashree H. Srinivasaiah, Harshel Malawade, Yash Kulkarni, Yash Desai

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Response and resilience of farmland ecosystems to flash drought in China by Yuanxin Dai, Mengyuan Xu, Jinlong Dong, Ning Yao, Yi Li, Shibin Liu, Tehseen Javed, La Zhuo, Qiang Yu

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CAU²DNet: A Dual-Branch Deep Learning Network and a Dataset for Slum Recognition with Multi-Source Remote Sensing Data by Xi Lyu, Chenyu Zhang, Lizhi Miao, Xiying Sun, Xinxin Zhou, Xinyi Yue, Zhongchang Sun, Yueyong Pang

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Spatial-spectral collaborative attention network for hyperspectral unmixing by Xiaojie Chen, Fanlei Meng, Ye Mo, Haixin Sun

“…We propose the Spatial Spectral Collaborative Attention Network (SSCA-Net) model. We obtain spectral information with continuous spatial attributes from HSIs in advance, and input it into SSCA-Net together with HSIs. …”
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Edge-guided feature fusion network for RGB-T salient object detection by Yuanlin Chen, Zengbao Sun, Cheng Yan, Ming Zhao

“…Moreover, a layer-by-layer decoding structure integrates multi-level features and generates the prediction of salience maps.ResultsWe conduct extensive experiments on three benchmark datasets and compare EGFF-Net with state-of-the-art methods. Our approach achieves superior performance, demonstrating the effectiveness of the proposed modules in improving both detection accuracy and boundary refinement.DiscussionThe results highlight the importance of integrating cross-modal information and edge-guided fusion in RGB-T SOD. …”
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Screening Inspiration by Carole Roy, Lindsay McVicar

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Library on Natural Sciences of the Russian Academy of Sciences: the present and the future

“…New technologies and net services developed and implemented by the Library for Natural Sciences of RAS (LNS RAS) are considered. …”
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BIS to optimise consumption monitoring and redevelopment interventions by Franco Guzzetti, Francesca Biolo

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La Polonia negli scritti di due autori veneziani: due politiche dell’informazione a confronto by Jolanta Dygul

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THE IMPACT OF THE MARKET CYCLE ON THE VALUE RELEVANCE OF BOOK VALUES AND EARNINGS IN THE BANKING INDUSTRY: AN EVIDENCE FROM POLAND by P. M. Bolibok

“…In contrast, the informativeness of earnings seems to be driven primarily by factors other than investors’ sentiments. …”
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Reproductive Biology of the Invasive Blue Crab <i>Callinectes sapidus</i> in the Thermaikos Gulf (Northwest Aegean Sea, Eastern Mediterranean): Identifying Key Information for an E... by Kosmas Kevrekidis, Theodoros Kevrekidis, Chariton Charles Chitinroglou, Kyriaki Avramoglou, Sofoklis Keisaris, Kostas Fryganiotis, Chrysoula Apostologamvrou, Kyriakoula Roditi, Konstantinos Voulgaris, Anastasios Varkoulis, Irene Dalmira, Katerina Charitonidou, Paraskevi Malea, Dimitris Vafidis

“…In the two-year survey, 5698 (2897♂/2801♀) crabs were caught with the use of fyke nets. Total sex ratio (♂/♀) reached equality (1.03:1). …”
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Putting the substance in substantial evidence: an evidence-based approach to flexible drug regulation by Emanuel Krebs, Tania Bubela, Melanie McPhail, Christopher McCabe, Dean A. Regier, Dean A. Regier

“…Our approach aims to balance the potential benefits and harms of accelerated authorization, low therapeutic value, and safety, based on a value of information (VoI) framework. In our VoI framework, substantial evidence exists when the expected net health value of further research is less than or equal to zero. …”
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