1233: Robust Enhancement, Understanding and Assessment of Low-quality Multimedia Data

In this topical collection (16 articles)

1. 

   1233: Robust Enhancement, Understanding and Assessment of Low-quality Multimedia Data

   Multi-dataset learning with channel modulation loss for blind image quality assessment

   Hui Li, Zhaoyi Yan, Xiaopeng Fan Pages 1-20

2. 

   1233: Robust Enhancement, Understanding and Assessment of Low-quality Multimedia Data

   Boosting power line inspection in bad weather: Removing weather noise with channel-spatial attention-based UNet

   Yaocheng Li, Qinglin Qian, Huiyu Duan, Xiongkuo Min… Pages 1-17

3. 

   1233: Robust Enhancement, Understanding and Assessment of Low-quality Multimedia Data

   Thermal infrared and visible sequences tracking via dual adversarial pixel fusion

   Hang Zheng, Nangezi Yuan, Hongwei Ding, Peng Hu… Pages 1-20

4. 

   1233: Robust Enhancement, Understanding and Assessment of Low-quality Multimedia Data

   MSG-Voxel-GAN: multi-scale gradient voxel GAN for 3D object generation

   Bingxu Wang, Jinhui Lan, Feifan Li Pages 1-18

5. 

   1233: Robust Enhancement, Understanding and Assessment of Low-quality Multimedia Data

   Image encryption algorithm based on factorial decomposition

   Muath AlShaikh, Malek Alzaqebah, Nabil Gmati… Pages 1-21

6. 

   1233: Robust Enhancement, Understanding and Assessment of Low-quality Multimedia Data

   AHMN: A multi-modal network for long MOOC videos chapter segmentation

   Jiasong Wu, Yu Sun, Youyong Kong, Huazhong Shu… Pages 1-19

7. 

   1233: Robust Enhancement, Understanding and Assessment of Low-quality Multimedia Data

   A lightweight CNN based information fusion for image denoising

   Qi Zhang, Shaodong Xie, Liangqun Ji Pages 1-19

8. 

   1233: Robust Enhancement, Understanding and Assessment of Low-quality Multimedia Data

   Transfer learning-based classification model for the Computed Tomography scan pulmonary images

   Vidhi Bishnoi, Nidhi Goel Pages 1-20

9. 1233: Robust Enhancement, Understanding and Assessment of Low-quality Multimedia Data

   STDC-Net: A spatial-temporal deformable convolution network for conference video frame interpolation

   Jinhui Hu, Qianrui Wang, Dengshi Li, Yu Gao Pages 1-20

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10. 

    1233: Robust Enhancement, Understanding and Assessment of Low-quality Multimedia Data

    An adaptive CNN for image denoising

    Qi Zhang, Jingyu Xiao, Weiwei Wu, Shichao Zhang Pages 1-21

11. 

    1233: Robust Enhancement, Understanding and Assessment of Low-quality Multimedia Data

    Semantic enhancement and multi-level alignment network for cross-modal retrieval

    Jia Chen, Hong Zhang Pages 1-23

12. 

    1233: Robust Enhancement, Understanding and Assessment of Low-quality Multimedia Data

    A multi-scale re-parameterization enhanced bilateral lightweight crack detection model for low-quality environments

    Jingling Yuan, Nana Wang, Siqi Cai, Chunpeng Jiang… Pages 1-20

13. 

    1233: Robust Enhancement, Understanding and Assessment of Low-quality Multimedia Data

    SVMFI: speaker video multi-frame interpolation with the guidance of audio

    Qianrui Wang, Dengshi Li, Yu Gao, Aolei Chen Pages 1-18

14. 

    1233: Robust Enhancement, Understanding and Assessment of Low-quality Multimedia Data

    Colorectal endoscopic image enhancement via unsupervised deep learning

    Guanghui Yue, Jie Gao, Lvyin Duan, Jingfeng Du… Pages 1-23

15. 

    1233: Robust Enhancement, Understanding and Assessment of Low-quality Multimedia Data

    A lightweight method for small scale traffic sign detection based on YOLOv4-Tiny

    Jie Shen, Hengsong Liao, Li Zheng Pages 1-23

16. 

    1233: Robust Enhancement, Understanding and Assessment of Low-quality Multimedia Data

    Multiscale deformable convolution for RGB-FIR multimodal visibility estimation

    Jiali Liu, Yujiao Ji, Guangcheng Wang, Han Wang Pages 1-19