城市道路交通大数据融合方法研究
91646207
2016
G0110.服务科学与工程
向世明
重大研究计划
研究员
中国科学院自动化研究所
240万元
交通大数据分析;图像理解;深度学习;大数据融合;遥感图像目标检测
2017-01-01到2020-12-31
- 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 | Efficient Similarity Learning for Asymmetric Hashing | 会议论文 | Cheng Da;Yang Yang;Kun Ding;Chunlei Huo;Shiming Xiang;Chunhong Pan |
| 2 | Guiding the Flowing of Semantics: Interpretable Video Captioning via POS Tag | 会议论文 | Xinyu Xiao;Lingfeng Wang;Bin Fan;Shiming Xiang;Chunhong Pan |
| 3 | Adversarial Domain Adaptation with a Domain Similarity Discriminator for Semantic Segmentation of Urban Areas | 会议论文 | Liang Yan;Bin Fan;Shiming Xiang;Chunhong Pan |
| 4 | AugFPN: Improving Multi-scale Feature Learning for Object Detection | 会议论文 | Chaoxu Guo;Bin Fan;Qian Zhang;Shiming Xiang;Chunhong Pan |
| 5 | RODLSR: Robust Discriminative Least Squares Regresssion Model for Multi-Category Classification | 会议论文 | Lingfeng Wang;Shuaizheng Liu;Chunhong Pan |
| 6 | Rotation and Scale-Invariant Object Detector for High Resolution Optical Remote Sensing Images | 会议论文 | He Huang;Chunlei Huo;Feilong Wei;Chunhong Pan |
| 7 | Video Object Detection with Locally-Weighted Deformable Neighbors | 会议论文 | Zhengkai Jiang;Peng Gao;Chaoxu Gu;Qian Zhang;Shiming Xiang;Chunhong Pan |
| 8 | Progressive Sparse Local Attention for Video Object Detection | 会议论文 | Chaoxu Guo;Bin Fan;Jie Gu;Qian Zhang;Shiming Xiang;Veronique Prinet;Chunhong pan |
| 9 | Building Regional Covariance Descriptors for Vehicle Detection | 期刊论文 | Xueyun Chen;Ren-Xi Gong;Ling-Ling Xie;Shiming Xiang;Cheng-Lin Liu;Chun-Hong Pan |
| 10 | Learning Graph Structure via Graph Convolutional Networks | 期刊论文 | Qi Zhang;Jianlong Chang;Gaofeng Meng;Shiming Xiang;Chunhong Pan |
| 11 | Learnable Gated Convolutional Neural Network for Semantic Segmentation in Remote-Sensing Images | 期刊论文 | Shichen Guo;Qizhao Jin;Hongzhen Wang;Xuezhi Wang;Yangang Wang;Shiming Xiang |
| 12 | Multi-Label Image Classification via Knowledge Distillation from Weakly-Supervised Detection | 会议论文 | Yongcheng Liu;Lu Sheng;Jing Shao;Junjie Yan;Shiming Xiang;Chunhong Pan |
| 13 | Learning Where to Focus for Efficient Video Object Detection | 会议论文 | Zhengkai Jiang;Yu Liu;Ceyuan Yang;Jihao Liu;Peng Gao;Qian Zhang;Shiming Xiang;Chunhong Pan |
| 14 | DetNAS: Backbone Search for Object Detection | 会议论文 | Yukang Chen;Tong Yang;Xiangyu Zhang;Gaofeng Meng;Xinyu Xiao;Jian Sun |
| 15 | Spatio-Temporal Graph Structure Learning for Traffic Forecasting | 会议论文 | Qi Zhang;Gaofeng Meng;Shiming Xiang;Chunhong Pan |
| 16 | Automatic Building Rooftop Extraction From Aerial Images via Hierarchical RGB-D Priors | 期刊论文 | Shibiao Xu;Xingjia Pan;Er Li;Baoyuan Wu;Shuhui Bu;Weiming Dong;Shiming Xiang;Xiaopeng Zhang |
| 17 | Structured Binary Feature Extraction for Hyperspectral Imagery Classification | 会议论文 | Zisha Zhong;Bin Fan;Jun Bai;Shiming Xiang;Chunhong Pan |
| 18 | PackDet: Packed Long-Head Object Detector | 会议论文 | Kun Ding;Guojin He;Huxiang Gu;Zisha Zhong;Shiming Xiang;Chunhong Pan |
| 19 | DP-LRT: An Urban Short-term Traffic Speed Forecasting Method Based on Data Driven | 会议论文 | Yu-long Hu;Lun Luo |
| 20 | 一种多源图像处理方法 | 专利 | 霍春雷;胡慧鑫;魏飞龙;张帅;潘春洪;向世明 |
| 21 | 多视角图像一致性的无监督深度预测方法、系统、装置 | 专利 | 徐士彪;张宇阳;孟维亮;张吉光;张晓鹏 |
| 22 | Deep Hierarchical Encoder-Decoder Network for Image Captioning | 期刊论文 | Xinyu Xiao;Lingfeng Wang;Kun Ding;Shiming Xiang;Chunhong Pan |
| 23 | Blind Image Quality Assessment via Learnable Attention-Based Pooling | 期刊论文 | Jie Gu;Gaofeng Meng;Shiming Xiang;Chunhong Pan |
| 24 | 一种基于交通流时空相似性的城市短时交通流预测方法 | 专利 | 胡玉龙;罗伦;熊国清;李迪龙;王芳;巢伦;逯跃锋;卢晶晶 |
| 25 | AMVH: Asymmetric Multi-Valued Hashing | 会议论文 | Cheng Da;Shibiao Xu;Kun Ding;Gaofeng Meng;Shiming Xiang;Chunhong Pan |
| 26 | 基于多尺度三维先验信息的屋顶分割方法、系统与设备 | 专利 | 徐士彪;孟维亮;郭建伟;张晓鹏 |
| 27 | 基于拓扑感知的遥感影像的路网提取方法及装置 | 专利 | 罗伦;李迪龙;阳柯;刘湘斌;熊国清 |
| 28 | Local-Aggregation Graph Networks | 期刊论文 | Jianlong Chang;Lingfeng Wang;Gaofeng Meng;Qi Zhang;Shiming Xiang;Chunhong Pan |
| 29 | Context-aware Cascade Network for Semantic Labeling in VHR Image | 会议论文 | Yongcheng Liu;Bin Fan;Lingfeng Wang;Jun Bai;Shiming Xiang;Chunhong Pan |
| 30 | Aggregating Rich Hierarchical Features for Scene Classification in Remote Sensing Imagery | 期刊论文 | Guoli Wang;Bin Fan;Shiming Xiang;Chunhong Pan |
| 31 | Cross-Modal Hashing via Rank-Order Preserving | 期刊论文 | Kun Ding;Bin Fan;Chunlei Huo;Shiming Xiang;Chunhong Pan |
| 32 | Deep Adaptive Image Clustering | 会议论文 | Jianlong Chang;Lingfeng Wang;Gaofeng Meng;Shiming Xiang;Chunhong Pan |
| 33 | Kernel-Weighted Graph Convolutional Network: A Deep Learning Approach for Traffic Forecasting | 会议论文 | Qi Zhang;Qizhao Jin;Jianlong Chang;Shiming Xiang;Chunhong Pan |
| 34 | RENAS: Reinforced Evolutionary Neural Architecture Search | 会议论文 | Yukang Chen;Gaofeng Meng;Qian Zhang;Shiming Xiang;Chang Huang;Lisen Mu;Xinggang Wang |
| 35 | Gated Convolutional Neural Network for Semantic Segmentation in High-Resolution Images | 期刊论文 | Hongzhen Wang;Ying Wang;Qian Zhang;Shiming Xiang;Chunhong Pan |
| 36 | Vision-Based Occlusion Handling and Vehicle Classification for Traffic Surveillance Systems, IEEE Intelligent Transportation Systems Magazine | 期刊论文 | Jianlong Chang;Lingfeng Wang;Gaofeng Meng;Shiming Xiang;Chunhong Pan |
| 37 | 基于多分辨率三维统计信息的屋顶分割方法、系统及设备 | 专利 | 徐士彪;孟维亮;郭建伟;张晓鹏 |
| 38 | Self-Paced AutoEncoder | 期刊论文 | Tingzhao Yu;Chaoxu Guo;Lingfeng Wang;Shiming Xiang;Chunhong Pan |
| 39 | Deep Self-Evolution Clustering | 期刊论文 | Jianlong Chang;Gaofeng Meng;Lingfeng Wang;Shiming Xiang;Chunhong Pan |
| 40 | GSTNet: Global Spatial-Temporal Network for Traffic Flow Prediction | 会议论文 | Shen Fang;Qi Zhang;Gaofeng Meng;Shiming Xiang;Chunhong Pan |
| 41 | Detecting Maneuvering Target Accurately Based on A Two-Phase Approach from Remote Sensing Imagery | 期刊论文 | Xueyun Chen;Jingyu Lin;Shiming Xiang;Chunhong Pan |
| 42 | Semantic Labeling in very High Resolution Images via A Self-cascaded Convolutional Neural Network | 期刊论文 | Yongcheng Liu;Bin Fan;Lingfeng Wang;Jun Bai;Shiming Xiang;Chunhong Pan |
| 43 | You Only Search Once: Single Shot Neural Architecture Search via Direct Sparse Optimization | 期刊论文 | Xinbang Zhang;Zehao Huang;Naiyan Wang;Shiming Xiang;Chunhong Pan |
| 44 | Pseudo Low Rank Video Representation | 期刊论文 | Tingzhao Yu;Lingfeng Wang;Chaoxu Guo;Huxiang Gu;Shiming Xiang;Chunhong Pan |
| 45 | DATA: Differentiable ArchiTecture Approximation with Distribution Guided Sampling | 期刊论文 | Xinbang Zhang;Jianlong Chang;Yiwen Guo;Gaofeng Meng;Shiming Xiang;Zhouchen Lin;Chunhong Pan |
| 46 | Groupwise Retargeted Least-Squares Regression | 期刊论文 | LingfengWang;Chunhong Pan |
| 47 | 一种主动目标识别方法及装置 | 专利 | 霍春雷;于佳园;潘春洪;向世明 |
| 48 | Relation-Shape Convolutional Neural Network for Point Cloud Analysis | 会议论文 | Yongcheng Liu;Bin Fan;Shiming Xiang;Chunhon Pan |
| 49 | Blind Image Quality Assessment via Vector Regression and Object Oriented Pooling | 期刊论文 | Jie Gu;Gaofeng Meng;Judith Redi;Shiming Xiang;Chunhong Pan |
| 50 | 城市市内小汽车交通旅行时间预测方法及系统 | 专利 | 向世明;张奇;孟高峰;霍春雷;潘春洪 |
| 51 | Meta-MSNet: Meta-Learning based Multi-Source Data Fusion for Traffic Flow Prediction | 期刊论文 | Shen Fang;Xianbing Pan;Shiming Xiang;Chunhong Pan |
| 52 | 交通遥感技术与应用实例 | 专著 | 罗伦 等著 |
| 53 | Deep Unsupervised Learning with Consistent Inference of Latent Representations | 期刊论文 | Jianlong Chang;Lingfeng Wang;Gaofeng Meng;Shiming Xiang;Chunhong Pan |
| 54 | SafeNet: Scale-normalization and Anchor-based Feature Extraction Network for Person Re-identification | 会议论文 | Kun Yuan;Qian Zhang;Chang Huang;Shiming Xiang;Chunhong Pan |
| 55 | No-Reference Image Quality Assessment with Reinforcement Recursive List-Wise Ranking | 会议论文 | Jie Gu;Gaofeng Meng;Cheng Da;Shiming Xiang;Chunhong Pan |
| 56 | 城市公共交通公交站点人数预测方法及系统 | 专利 | 向世明;方深;孟高峰;霍春雷;潘春洪 |
| 57 | Unsupervised Multi-View Constrained Convolutional Network for Accurate Depth Estimation | 期刊论文 | Yuyang Zhang;Shibiao Xu;Baoyuan Wu;Jian Shi;Weiliang Meng;Xiaopeng Zhang |
| 58 | XQ-index: A Distributed Spatial Index for Cloud Storage Platforms | 会议论文 | Yulong Hu;Lunch Luo;Line Yin |
| 59 | Efficient Joint Gradient Based Atack Against SOR Defense for 3D Point Cloud Classification | 会议论文 | ChengCheng Ma;Weiliang Meng;Baoyuan Wu;Shibiao Xu;Xiaopeng Zhang |
| 60 | DATA: Differentiable ArchiTecture Approximation | 会议论文 | Jianlong Chang;Xinbang Zhang;Yiwen Guo;Gaofeng Meng;Shiming Xiang;Chunhong Pan |
| 61 | Automatic Road Detection and Centerline Extraction via Cascaded End-to-end Convolutional Neural Network | 期刊论文 | Guangliang Cheng;Ying Wang;Shibiao Xu;Hongzhen Wang;Shiming Xiang;Chunhong Pan |
| 62 | DensePoint: Learning Densely Contextual Representation for Efficient Point Cloud Processing | 会议论文 | Yongcheng Liu;Bin Fan;Gaofeng Meng;Jiwen Lu;Shiming Xiang;Chunhong Pan |
| 63 | Structure-Aware Convolutional Neural Networks | 会议论文 | Jianlong Chang;Jie Gu;Lingfeng Wang;Gaofeng Meng;Shiming Xiang;Chunhong Pan |
| 64 | What and Where the Themes Dominate in Image | 会议论文 | Xinyu Xiao;Lingfeng Wang;Shiming Xiang;Chunhong Zhang |
| 65 | Fast Georeferenced Aerial Image Stitching with Absolute Rotation Averaging and Planar Restricted Pose Graph | 期刊论文 | Yong Zhao;Guochen Liu;Shibiao Xu;Shuhui Bu;Hongkai Jiang;Gang Wan |
| 66 | Nonlinear Asymmetric Multi-Valued Hashing | 期刊论文 | Cheng Da;Gaofeng Meng;Shiming Xiang;Kun Ding;Shibiao Xu;Qing Yang;Chunhong Pan |
| 67 | Triplet Adversarial Domain Adaptation for Pixel-Level Classification of VHR Remote Sensing Images | 期刊论文 | Liang Yan;Bin Fan;Hongmin Liu;Chunlei Huo;Shiming Xiang;Chunhong Pan |
| 68 | 一种基于道路轨迹和高分辨率影像的道路宽度提取方法 | 专利 | 米素娟;罗伦;蔡红玥;熊国清;胡玉龙;李迪龙;阳柯;袁胜古;王芳 |
| 69 | 一种基于浮动车轨迹点空间关系和分布的路网提取方法 | 专利 | 胡玉龙;罗伦;曾杰;阳柯;米素娟;袁胜古 |
| 70 | Dense Semantic Embedding Network for Image Captioning | 期刊论文 | Xinyu Xiao;Lingfeng Wang;Kun Ding;Shiming Xiang;Chunhong Pan |
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