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  1. No Access

    Article

    Analysis of visible–near infrared spectral characteristics for water layer management of rice based on the big data platform

    The objective of this study was to evaluate the potential of big data technology for spectral feature extraction rice plants under different water management. In this study, we performed reflectance spectral a...

    Ji’An **a, Wei**n Zhang, WenYu Zhang, WenTao Mu in Multimedia Tools and Applications (2024)

  2. No Access

    Article

    An improved indicator-based two-archive algorithm for many-objective optimization problems

    The large number of objectives in many-objective optimization problems (MaOPs) has posed significant challenges to the performance of multi-objective evolutionary algorithms (MOEAs) in terms of convergence and...

    Weida Song, Shanxin Zhang, Wenlong Ge, Wei Wang in Computing (2024)

  3. No Access

    Article

    DTN-MTLF: A dual-teacher network based multi-task learning framework for unbiased glaucoma diagnosis

    Glaucoma is a chronic progressive optic neuropathy that is the leading cause of irreversible blindness worldwide. Develo** precise automatic screening algorithms is essential for early detection and treatmen...

    Zhuoqun Liu, Fan Guo, jianan Yang, **ang Ge, ** Tang in Multimedia Tools and Applications (2024)

  4. No Access

    Article

    Multi-view clustering via dual-norm and HSIC

    Fully capturing valid complementary information in multi-view data enhances the connection between similar data points and weakens the correlation between different data point categories. In this paper, we pro...

    Guoqing Liu, Hongwei Ge, Shuzhi Su, Shuangxi Wang in Multimedia Tools and Applications (2024)

  5. No Access

    Article

    A system review on bootstrap** information extraction

    Focusing on the supervision problems caused by high-cost and low-quality labeling in information extraction, we provided a detailed overview of the various approaches that were proposed to solve the sub-tasks ...

    Hui Fang, Ge Xu, Yunfei Long, Yin Guan, **aoyan Yang in Multimedia Tools and Applications (2024)

  6. No Access

    Article

    Arbitrary style transfer method with attentional feature distribution matching

    Most arbitrary style transfer methods only consider transferring the features of the style and content images. Although the pixel-wise style transfer is achieved. It is limited to preserving the content struct...

    Bin Ge, Zhenshan Hu, Chenxing **a, Junming Guan in Multimedia Systems (2024)

  7. No Access

    Article

    Frequency-importance gaussian splatting for real-time lightweight radiance field rendering

    Recently, there have been significant developments in the realm of novel view synthesis relying on radiance fields. By incorporating the Splatting technique, a new approach named Gaussian Splatting has achieve...

    Lizhe Chen, Yan Hu, Yu Zhang, Yuyao Ge, Haoyu Zhang in Multimedia Tools and Applications (2024)

  8. No Access

    Article

    A coupled generative graph convolution network by capturing dynamic relationship of regional flow for traffic prediction

    Traffic flow prediction plays a critical role in urban traffic management and planning. Accurate prediction of traffic flow can enhance traffic efficiency, improve traffic safety, conserve traffic resources, a...

    Jiayang Xu, **aohui Huang, Ge Song, Zu Gong in Cluster Computing (2024)

  9. No Access

    Article

    FMR-Net: a fast multi-scale residual network for low-light image enhancement

    The low-light image enhancement algorithm aims to solve the problem of poor contrast and low brightness of images in low-light environments. Although many image enhancement algorithms have been proposed, they ...

    Yuhan Chen, Ge Zhu, **anquan Wang, Yuhuai Shen in Multimedia Systems (2024)

  10. No Access

    Article

    Multimodal dual emotion with fusion of visual sentiment for rumor detection

    In recent years, widely spreading rumors have brought devastating impacts on society, making rumor detection a significant challenge. Exsisting researches improves that image palys an important role in rumor d...

    Ge Wang, Li Tan, Ziliang Shang, He Liu in Multimedia Tools and Applications (2024)

  11. No Access

    Article

    Mmy-net: a multimodal network exploiting image and patient metadata for simultaneous segmentation and diagnosis

    Accurate medical image segmentation can effectively assist disease diagnosis and treatment. While neural networks were often applied to solve the segmentation problem in recent computer-aided diagnosis, the me...

    Renshu Gu, Yueyu Zhang, Lisha Wang, Dechao Chen, Yaqi Wang in Multimedia Systems (2024)

  12. No Access

    Article

    Visual detection for mobile phone surface defects based on semisupervised learning

    This paper presents Fix-YOLOX (Fixmatch-You Only Look Once X), a semisupervised target detection model that uses a small amount of annotated data for fully supervised training, and adds a semisupervised traini...

    Ge Yang, Qifeng Zhou in Multimedia Tools and Applications (2024)

  13. No Access

    Article

    Multi-level video captioning method based on semantic space

    Video captioning is designed to generate natural language descriptions based on video content. Traditional methods extract visual features and interactive relationship features between objects, but the problem...

    **ao Yao, Yuanlin Zeng, Min Gu, Ruxi Yuan, Jie Li in Multimedia Tools and Applications (2024)

  14. No Access

    Article

    LKFormer: large kernel transformer for infrared image super-resolution

    Given the broad application of infrared technology across diverse fields, there is an increasing emphasis on investigating super-resolution techniques for infrared images within the realm of deep learning. Des...

    Feiwei Qin, Kang Yan, Changmiao Wang, Ruiquan Ge in Multimedia Tools and Applications (2024)

  15. No Access

    Article

    Occluded person re-identification based on feature fusion and sparse reconstruction

    Person Re-identification is one of the hotspots in the field of computer vision, especially for occluded person re-identification, which is still a challenge. In this paper, a feature fusion and sparse reconst...

    Fei Gao, Yiming **, Yisu Ge, Shufang Lu in Multimedia Tools and Applications (2024)

  16. No Access

    Article

    Fusion-Mask-RCNN: Visual robotic gras** in cluttered scenes

    Realizing stable robotic gras** in cluttered scenes is a key problem in the field of intelligent robots. In this paper, we design a visual strategy to grasp unoccluded objects in cluttered scenes, which impr...

    Junyan Ge, Lingbo Mao, **long Shi, Yan Jiang in Multimedia Tools and Applications (2024)

  17. No Access

    Chapter and Conference Paper

    DecTrans: Person Re-identification with Multifaceted Part Features via Decomposed Transformer

    Utilizing part-level features provides a more detailed representation, leading to improved results in person re-identification (ReID). Yet existing works either use external tasks like pose estimation or strug...

    Yan Zhang, Guangyu Gao, Qianxiang Wang, **g Ge in Pattern Recognition and Computer Vision (2024)

  18. No Access

    Chapter and Conference Paper

    IPFR: Identity-Preserving Face Reenactment with Enhanced Domain Adversarial Training and Multi-level Identity Priors

    In the face reenactment task, identity preservation is challenging due to the leakage of driving identity and the complexity of source identity. In this paper, we propose an Identity-Preserving Face Reenactmen...

    Lei Zhu, Ge Li, Yuanqi Chen, Thomas H. Li in Pattern Recognition and Computer Vision (2024)

  19. No Access

    Chapter and Conference Paper

    Challenges and Constraints in Deformation-Based Medical Mesh Representation

    Mesh representation of medical imaging isosurfaces are essential for medical analysis. These representations are typically obtained using mesh extraction methods to segment 3D volumes. However, the meshes extr...

    Ge **, Younhyun Jung, **man Kim in Advances in Computer Graphics (2024)

  20. No Access

    Chapter and Conference Paper

    Temporal-Channel Topology Enhanced Network for Skeleton-Based Action Recognition

    Skeleton-based action recognition has become popular in recent years due to its efficiency and robustness. Most current methods adopt graph convolutional network (GCN) for topology modeling, but GCN-based meth...

    **zhao Luo, Lu Zhou, Guibo Zhu, Guo**g Ge in Pattern Recognition and Computer Vision (2024)

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