基于显著性混合级联和深度网络树的智能驾驶多目标检测与跟踪

61703240
2017
F0604.机器感知与机器视觉
刘春生
青年科学基金项目
副教授
山东大学
23万元
深度网络树;混合级联结构;多目标跟踪;多目标检测;感兴趣区域提取
2018-01-01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 Bearing Fault Classification Based on Convolutional Neural Network in Noise Environment 期刊论文 Jiang Qinyu;Chang Faliang;Sheng Bowen
2 View-Decision Based Compound Match Learning for Vehicle Re-identification in UAV Surveillance 会议论文 Ye Song;Chunsheng Liu;Wang Zhang;Zhaoying Nie;Luchang Chen
3 一种基于对比色矩形特征的小尺寸车牌检测方法 专利 刘春生;常发亮
4 Supplemental Boosting and Cascaded ConvNet Based Transfer Learning Structure for Fast Traffic Sign Detection in Unknown Application Scenes 期刊论文 Liu Chunsheng;Li Shuang;Chang Faliang;Dong Wenhui
5 Multi-target tracking with hierarchical data association using main-parts and spatial-temporal feature models 期刊论文 Liu Hongbin;Chang Faliang;Liu Chunsheng
6 Vehicle counting and traffic flow parameter estimation for dense traffic scenes 期刊论文 Shuang Li;Faliang Chang;Chunsheng Liu;Nanjun Li
7 High-performance Chinese multiclass traffic sign detection via coarse-to-fine cascade and parallel support vector machine detectors 期刊论文 Chang Faliang;Liu Chunsheng
8 Spatial-temporal Cascade Autoencoder for Video Anomaly Detection in Crowded Scenes 期刊论文 Nanjun Li;Faliang Chang;Chunsheng Liu
9 基于视觉的密度交通车辆计数和交通流量计算方法及系统 专利 常发亮;李爽;刘春生
10 Machine Vision Based Traffic Sign Detection Methods: Review, Analyses and Perspectives 期刊论文 Liu Chunsheng;Li Shuang;Chang Faliang;Wang Yinhai
11 Multi-Scale and Occlusion Aware Network for Vehicle Detection and Segmentation on UAV Aerial Images 期刊论文 Wang Zhang;Chunsheng Liu;Faliang Chang;Ye Song
12 Multitarget tracking using multifeature model with acceleration feature 期刊论文 Liu Hongbin;Chang Faliang;Liu Chunsheng;Liang Fuxin
13 ACF Based Region Proposal Extraction for YOLOv3 Network Towards High-Performance Cyclist Detection in High Resolution Images 期刊论文 Liu Chunsheng;Guo Yu;Li Shuang;Chang Faliang
14 一种基于分流级联的多类别交通标示牌的检测方法 专利 刘春生;常发亮
15 Fast and Robust Region of Interest Extraction for Chinese Road Signs 会议论文 Chunsheng Liu;Faliang Chang
16 2017年山东省优秀博士学位论文 奖励 刘春生
17 Anti-occlusion multi-target tracking with progressive spatio-temporal feature model 期刊论文 Liu Hong-Bin;Chang Fa-Liang;Liu Chun-Sheng;Liang Fu-Xin
18 Hybrid Cascade Structure for License Plate Detection in Large Visual Surveillance Scenes 期刊论文 Liu Chunsheng;Chang Faliang
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