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  1. No Access

    Article

    An effective recognition of moving target seismic anomaly for security region based on deep bidirectional LSTM combined CNN

    Ground motion target recognition based on seismic signals is more convenient and efficient than traditional manual patrol identification. However, current high-precision identification methods are limited to s...

    Tongyu Nie, Sirui Wang, Yuqi Wang, Xunqian Tong in Multimedia Tools and Applications (2024)

  2. No Access

    Article

    Dual-attention-based semantic-aware self-supervised monocular depth estimation

    Based on the assumption of photometric consistency, self-supervised monocular depth estimation has been widely studied due to the advantage of avoiding costly annotations. However, it is sensitive to noise, oc...

    **ze Xu, Feng Ye, Yizong Lai in Multimedia Tools and Applications (2024)

  3. No Access

    Article

    GFSCompNet: remote sensing image compression network based on global feature-assisted segmentation

    The proliferation of remote sensing image data in recent years has posed a pressing need for efficient compression techniques due to constrained transmission bandwidth. While lossless compression preserves ima...

    Wenhui Ye, Weimin Lei, Wei Zhang, Tingting Yu in Multimedia Tools and Applications (2024)

  4. No Access

    Article

    Improving the generalization of face forgery detection via single domain augmentation

    In recent years, significant progress has been made in the field of face forgery and face forgery detection. However, the performance of the detection methods in the unknown environment is far beyond satisfact...

    Wenlong Li, Chunhui Feng, Lifang Wei, Dawei Wu in Multimedia Tools and Applications (2024)

  5. No Access

    Article

    FARLut: a two-stage tobacco foreign body detection model incorporating color information and attention mechanism

    Accurate detection and rejection of debris in tobacco products play an essential part in ensuring the quality of tobacco products. In recent years, the detection of detritus in the production process has been ...

    Jianglai Liang, Zhiyong Zeng, Gang Huang, Tong Li in Multimedia Tools and Applications (2024)

  6. No Access

    Article

    Dual enhanced semantic hashing for fast image retrieval

    As a highly promising technique in the field of similarity search, the hashing-based image retrieval algorithm has received continued attention in recent years because of its strong ability to efficiently prov...

    Sizhi Fang, Gengshen Wu, Yi Liu, **a Feng in Multimedia Tools and Applications (2024)

  7. Article

    Retraction Note: Towards an adaptive human-centric computing resource management framework based on resource prediction and multi-objective genetic algorithm

    Si Zheng, GuoBin Zhu, Jie Zhang, Wei Feng in Multimedia Tools and Applications (2024)

  8. No Access

    Article

    An image segmentation fusion algorithm based on density peak clustering and Markov random field

    Image segmentation is a crucial task in the field of computer vision. Markov random fields (MRF) based image segmentation method can effectively capture intricate relationships among pixels. However, MRF typic...

    Yuncong Feng, Wanru Liu, **aoli Zhang, **aoyan Zhu in Multimedia Tools and Applications (2024)

  9. No Access

    Article

    Tile-size aware bitrate allocation for adaptive 360 \(^{\circ }\) video streaming

    360 \(^{\circ }\) videos have becom...

    Jiawei Huang, Mingyue Liu, **gling Liu, Feng Gao in Multimedia Tools and Applications (2024)

  10. No Access

    Article

    Adaptive interactive network for RGB-T salient object detection with double map** transformer

    The purpose of RGB-Thermal salient object detection (RGB-T SOD) is to segment the common salient objects or regions of the visible light image and the corresponding thermal-infrared image. Thermal-infrared inf...

    Feng Dong, Yuxuan Wang, **chao Zhu, Yuehua Li in Multimedia Tools and Applications (2024)

  11. No Access

    Article

    Medical image segmentation model based on caputo fractional differential

    Medical image segmentation technology, as a key work of modern medical such as intelligent medical diagnosis, has attracted a lot of attention. However, the gray heterogeneity of medical images makes accurate ...

    Wenya Zhang, Yining Feng, Fang Lü, Chuanming Song in Multimedia Tools and Applications (2024)

  12. No Access

    Article

    An efficient and secure opto-cryptosystem for color medical images using 2D-SICM based fractional fourier transform

    Medical images contain sensitive information and are prone to various attacks during network transmission. Therefore, it is essential to develop a robust algorithm to ensure the safety of transmitting medical ...

    Rui-yun Chang, **u-fang Feng, Ze-hua Zhang, Hao Zhang in Multimedia Tools and Applications (2024)

  13. Article

    Open Access

    ABWOA: adaptive boundary whale optimization algorithm for large-scale digital twin network construction

    Digital twin network (DTN) as an emerging network paradigm, have garnered growing attention. For large-scale networks, a crucial problem is how to effectively map physical networks onto the infrastructure plat...

    Hao Feng, Kun Cao, Gan Huang, Hao Liu in Journal of Cloud Computing (2024)

  14. No Access

    Article

    Graph neural networks for visual question answering: a systematic review

    Recently, visual question answering (VQA) has gained considerable interest within the computer vision and natural language processing (NLP) research areas. The VQA task involves answering a question about an i...

    Abdulganiyu Abdu Yusuf, Chong Feng, **anling Mao in Multimedia Tools and Applications (2024)

  15. No Access

    Article

    Learning discriminative foreground-and-background features for few-shot segmentation

    Few-shot Semantic Segmentation (FSS) endeavors to segment novel categories in a query image by referring to a support set comprising only a few annotated examples. Presently, many existing FSS methodologies pr...

    Cong Jiang, Yange Zhou, Zhaoshuo Liu, Chaolu Feng in Multimedia Tools and Applications (2024)

  16. No Access

    Article

    An optimization high-resolution network for human pose recognition based on attention mechanism

    In the high-resolution network (HRNet), the low layer of low resolution part can adopt shallow parallel network structure to maintain the high-resolution features and highlight global features. However, the hi...

    **long Yang, Yu Feng in Multimedia Tools and Applications (2024)

  17. No Access

    Article

    Electronic explosives inspection: a fine-grained X-ray benchmark and few-shot prohibited phone detection model

    Under the X-ray scanning, mobile phone explosive modified at the battery is stealthy, which increases the difficulty of security inspections to detect prohibited phones. This critical issue has not received en...

    Jianzhao Cui, **ongfei Li, **aoli Zhang, Sa Huang in Multimedia Tools and Applications (2024)

  18. No Access

    Article

    Single image deraining using local rain distribution map

    Existing image deraining methods work on the entire domain of images causing the deraining results to contain rain streaks or over-smoothing. To alleviate these problems, we propose a local pixel rain streak r...

    Huasong Chen, **g Wu, Zhenhua Xu, Qiansheng Feng in Multimedia Tools and Applications (2024)

  19. No Access

    Article

    Recent advances via convolutional sparse representation model for pixel-level image fusion

    Image fusion aims to integrate complementary information from different source images into the final output image. This plays a significant role in high-level vision tasks. However, image fusion methods based ...

    Yue Pan, Tianye Lan, Chongyang Xu, Chengfang Zhang in Multimedia Tools and Applications (2024)

  20. No Access

    Article

    Underwater target recognition based on adaptive multi-feature fusion network

    Due to the complexity of the underwater environment, underwater acoustic target recognition is more challenging than ordinary target recognition, and has become a hot topic in the field of underwater acoustics...

    **aoying Pan, Jia Sun, TianHao Feng, MingZhu Lei in Multimedia Tools and Applications (2024)

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