基于多任务深度学习的图像大数据质量评价理论与方法研究

61871078
2018
F0116.图像信息处理
颜庆义
面上项目
教授
电子科技大学
63万元
深度迁移学习;感知属性;多任务深度学习;图像大数据质量评价
2019-01-01到2022-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 Simultaneously Detecting and Counting Dense Vehicles from Drone Images 期刊论文 Wei Li;Hongliang Li;Qingbo Wu;Xiaoyu Chen;King Ngi Ngan
2 Remember and Reuse: Cross-Task Blind Image Quality Assessment via Relevance-aware Incremental Learning 期刊论文 Rui Ma;Hanxiao Luo;Qingbo Wu;King Ngi Ngan;Hongliang Li;Fanman Meng;Linfeng Xu
3 Single Image Dehazing Via Region Adaptive Two-Shot Network 期刊论文 Li Hui;Wu Qingbo;Ngan King Ngi;Li Hongliang;Meng Fanman
4 Single Image Dehazing Via Artificial Multiple Shots And Multidimensional Context 会议论文 Wei Haoran;Qingbo Wu;Hui Li;King Ngi Ngan;Hongliang Li;Fanman Meng
5 Few-Shot Segmentation via Complementary Prototype Learning and Cascaded Refinement 期刊论文 Hanxiao Luo;Hui Li;Qingbo Wu;Hongliang Li;King Ngi Ngan;Fanman Meng;Linfeng Xu
6 Category boundary re-decision by component labels to improve generation of class activation map 期刊论文 Runtong Zhang;Fanman Meng;Hongliang Li;Qingbo Wu;King Ngi Ngan
7 Haze-robust image understanding via context-aware deep feature refinement 会议论文 Hui Li;Qingbo Wu;Wei Haoran;King Ngi Ngan;Hongliang Li;Fanman Meng;Linfeng Xu
8 A Unified Single Image De-raining Model via Region Adaptive Coupled Network 会议论文 Qingbo Wu;Chen Li;King Ngi Ngan;Hongliang Li;Fanman Meng;Linfeng Xu
9 Multi-Scale Shape Adaptive Network for Raindrop Detection and Removal from a Single Image 期刊论文 Hao Luo;Qingbo Wu;King Ngi Ngan;Hanxiao Luo;Haoran Wei;Hongliang Li;Fanman Meng;Linfeng Xu
10 一种基于多尺度特征编码的图像压缩方法 专利 吴庆波;吴晨豪;李宏亮;孟凡满;许林峰
11 Blind Tone-mapped Image Quality Assessment and Enhancement via Disentangled Representation Learning 会议论文 Lei Wang;Qingbo Wu;King Ngi Ngan;Hongliang Li;Fanman Meng;Linfeng Xu
12 一种区域自适应的图像去雾系统 专利 吴庆波;李辉;魏浩冉;李宏亮;孟凡满
13 一种基于编码辅助信息的多实例图像分割方法 专利 吴庆波;李辉;魏浩冉;吴晨豪;李宏亮;孟凡满
14 Multi Information Fusion Network for Saliency Quality Assessment 期刊论文 Kai TAN;Qingbo WU;Fanman MENG;Linfeng XU
15 一种基于交互属性监督的行人检测方法 专利 吴庆波;魏浩冉;吴晨豪;罗昊;李宏亮;孟凡满
16 Beyond Synthetic Data: A Blind Deraining Quality Assessment Metric Towards Authentic Rain Image 会议论文 Qingbo Wu;Lei Wang;King N.Ngan;Hongliang Li;Fanman Meng
17 Scene Parsing via Integrated Classification Model and Variance-Based Regularization 会议论文 Hengcan Shi;Hongliang Li;Qingbo Wu;Zichen Song
18 Single Image Deraining via Multi-scale Gated Feature Enhancement Network 期刊论文 Luo Hao;Hanxiao Luo;Qingbo Wu;King Ngi Ngan;Hongliang Li;Fanman Meng;Linfeng Xu
19 Hybrid-loss supervision for deep neural network 期刊论文 Cheng Qishang;Li Hongliang;Wu Qingbo;Ngan King Ngi
20 Blind Image Sharpness Assessment And Enhancement via Deep Auxiliary Learning 会议论文 Qingbo Wu;Rui Ma;King Ngi Ngan;Hongliang Li;Fanman Meng
21 Offset Bin Classification Network for Accurate Object Detection 会议论文 Qiu Heqian;Li Hongliang;Wu Qingbo;Shi Hengcan
22 Parametric Deformable Exponential Linear Units for deep neural networks 期刊论文 Cheng Qishang;Li HongLiang;Wu Qingbo;Ma Lei;Ngan King Ngi
23 Region Adaptive Two-Shot Network For Single Image Dehazing 会议论文 Hui Li;Qingbo Wu;King Ngi Ngan;Hongliang Li;Fanman Meng
24 Subjective and Objective De-Raining Quality Assessment Towards Authentic Rain Image 期刊论文 Wu Qingbo;Wang Lei;Ngan King Ngi;Li Hongliang;Meng Fanman;Xu Linfeng
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