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  1. No Access

    Article

    A depression detection model based on multimodal graph neural network

    Depression is a prevalent mental illness, especially major depression, which has a negative impact on individuals and society. In clinical practice, doctors diagnose depression primarily based on self-reported...

    Yu**g **a, Lin Liu, Tao Dong, Juan Chen, Yu Cheng in Multimedia Tools and Applications (2024)

  2. Article

    Retraction Note: Artificial intelligence technology based on deep learning in digestive endoscopy imaging diagnosis

    **ling Cheng, Tao Song, Zhi Liu, Lelai Zhou in Personal and Ubiquitous Computing (2024)

  3. No Access

    Chapter and Conference Paper

    Prediction and Optimization of Mechanical Manufacturing Quality Based on Deep Learning

    The application of deep learning technology in mechanical design parameter optimization has opened up new research directions. The limitations of traditional design methods, especially in the search for global...

    Dong Han, Tao Dong, Songyu Zhu in Proceedings of Innovative Computing 2024 Vol. 1 (2024)

  4. No Access

    Chapter and Conference Paper

    A Literature Analysis of the Application of Artificial Intelligence in Judicial Adjudication

    The progress of technology has a profound impact on the transformation of social life while judicial activities are no exception. In recent years, artificial intelligence such as big data, blockchains has wide...

    Qi Zhang, Si**g Chen, Tao Song in AI-generated Content (2024)

  5. No Access

    Chapter and Conference Paper

    A Reliability-Amended-Based Controller Placement Method for LEO Satellite Networks

    LEO satellite networks are becoming research hot and the utilization of software defined network (SDN) technology brings benefits in flexible network control. Controller placement is important for SDN-enabled ...

    Shuotong Wei, Tao Dong, Hang Di, Zhihui Liu, Shichao ** in Space Information Networks (2024)

  6. No Access

    Chapter and Conference Paper

    CMMix: Cross-Modal Mix Augmentation Between Images and Texts for Visual Grounding

    Visual grounding (VG) is a representative multi-modal task that has recently gained increasing attention. Nevertheless, existing works still face challenges leading to under-performance due to insufficient tra...

    Tao Hong, Ya Wang, **ngwu Sun, **aoqing Li, **wen Ma in Neural Information Processing (2024)

  7. No Access

    Article

    EEMD-ConvLSTM: a model for short-term prediction of two-dimensional wind speed in the South China Sea

    Accurate prediction of sea surface wind speed is crucial for marine activities such as marine search and rescue, marine ship**, and marine fishing. Because of the gustiness of sea surface winds, the wind spe...

    Handan Sun, Tao Song, Ying Li, Kunlin Yang, Danya Xu, Fan Meng in Applied Intelligence (2023)

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    Article

    The using effect of fuzzy analytic hierarchy process in project engineering risk management

    This work aims to explore the effectiveness of the fuzzy analytic hierarchy process (FAHP) in project engineering risk management and comprehensively investigate the application of genetic algorithm (GA) and n...

    Tao Dong, Haiyan Li, Ziqiong Zhang in Neural Computing and Applications (2023)

  9. No Access

    Article

    RETRACTED ARTICLE: Artificial intelligence technology based on deep learning in digestive endoscopy imaging diagnosis

    With the continuous progress in the era of big data, artificial intelligence technology has begun to get more and more applications in medicine, and it is becoming more and more possible to use artificial inte...

    **ling Cheng, Tao Song, Zhi Liu, Lelai Zhou in Personal and Ubiquitous Computing (2023)

  10. No Access

    Article

    A unified and costless approach for improving small and long-tail object detection in aerial images of traffic scenarios

    Object detection is an important and challenging task for the utilization of arterial images. However, in traffic scenarios, small-sized and long-tail distributed object detections are still major challenges f...

    Zhongxia **ong, Tao Song, Shan He, Ziying Yao, **nkai Wu in Applied Intelligence (2023)

  11. Article

    Retraction Note: Fuzzy neural network model construction based on shortest path parallel algorithm

    Junfeng Wang, Tao Zhong, Hongming Zhou in Cluster Computing (2023)

  12. No Access

    Chapter and Conference Paper

    Pneumonia Image Recognition Based on Transfer Learning

    With the rapid development of artificial intelligence (AI), the anomalies detection in biomedical has became important in patients’ health monitoring. The pneumonia, including COVID-19, is a global threat. Det...

    Tao Zhong, HuiTing Wen, Zhonghua Cao, **nhui Zou in Mobile Networks and Management (2023)

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    Chapter and Conference Paper

    Collaborative Modality Generation and Tissue Segmentation for Early-Develo** Macaque Brain MR Images

    In neuroscience research, automatic segmentation of macaque brain tissues in magnetic resonance imaging (MRI) is crucial for understanding brain structure and function during development and evolution. Acquisi...

    Xueyang Wu, Tao Zhong, Shujun Liang, Li Wang in Medical Image Computing and Computer Assis… (2023)

  14. No Access

    Chapter and Conference Paper

    Self-supervised Multi-object Tracking with Cycle-Consistency

    Multi-object tracking is a challenging video task that requires both locating the objects in the frames and associating the objects among the frames, which usually utilizes the tracking-by-detection paradigm. ...

    Yuanhang Yin, Yang Hua, Tao Song, Ruhui Ma, Haibing Guan in MultiMedia Modeling (2023)

  15. No Access

    Chapter and Conference Paper

    UCLD-Net: Decoupling Network via Unsupervised Contrastive Learning for Image Dehazing

    From traditional algorithms based on handcrafted prior to learning algorithms based on neural networks, the image dehazing technique has gone through great development. The handcrafted prior-based methods need...

    Zhitao Liu, Tao Hong, **wen Ma in Advanced Intelligent Computing Technology … (2023)

  16. No Access

    Chapter and Conference Paper

    SG-Net: Semantic Guided Network for Image Dehazing

    From traditional handcrafted priors to learning-based neural networks, image dehazing technique has gone through great development. In this paper, we propose an end-to-end Semantic Guided Network (SG-Net (Code...

    Tao Hong, **angyang Guo, Zeren Zhang, **wen Ma in Computer Vision – ACCV 2022 (2023)

  17. No Access

    Chapter and Conference Paper

    Overcoming Catastrophic Forgetting for Fine-Tuning Pre-trained GANs

    The great transferability of DNNs has induced a popular paradigm of “pre-training & fine-tuning”, by which a data-scarce task can be performed much more easily. However, compared to the existing efforts made i...

    Zeren Zhang, **ngjian Li, Tao Hong in Machine Learning and Knowledge Discovery i… (2023)

  18. No Access

    Chapter and Conference Paper

    Automatic Model Selection Algorithm Based on BYY Harmony Learning for Mixture of Gaussian Process Functional Regressions Models

    For finite mixture models, determining the number of components is referred to as model selection. This paper puts forward an automatic model selection algorithm based on Bayesian Ying-Yang (BYY) harmony learn...

    **angyang Guo, Tao Hong, **wen Ma in Advanced Intelligent Computing Technology … (2023)

  19. No Access

    Article

    A real-time siamese tracker deployed on UAVs

    Visual object tracking is an essential enabler for the automation of UAVs. Recently, Siamese network based trackers have achieved excellent performance on offline benchmarks. The Siamese network based trackers...

    Hao Shen, Defu Lin, Tao Song in Journal of Real-Time Image Processing (2022)

  20. No Access

    Chapter and Conference Paper

    Mesh2Measure: A Novel Body Dimensions Measurement Based on 3D Human Model

    In this work, we propose an anthropometric dimensions measurement method based on 3D human model, namely Mesh2Measure. In our method, Human body features in the front and side images are firstly extracted and ...

    Tao Song, Rui Zhang, Yukun Dong, **xi Tao in Intelligent Technologies for Interactive E… (2022)

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