Vehicle classification for large-scale traffic surveillance videos using Convolutional Neural Networks

[1]  Xingming Sun,et al.  Structural Minimax Probability Machine , 2017, IEEE Transactions on Neural Networks and Learning Systems.

[2]  Bin Gu,et al.  A Robust Regularization Path Algorithm for $\nu $ -Support Vector Classification , 2017, IEEE Transactions on Neural Networks and Learning Systems.

[3]  Li Zhuo,et al.  Convolutional Neural Networks Based Pornographic Image Classification , 2016, 2016 IEEE Second International Conference on Multimedia Big Data (BigMM).

[4]  Bin Gu,et al.  Bi-Parameter Space Partition for Cost-Sensitive SVM , 2015, IJCAI.

[5]  Xiaoou Tang,et al.  A large-scale car dataset for fine-grained categorization and verification , 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

[6]  Kaiming He,et al.  Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks , 2015, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[7]  Ross B. Girshick,et al.  Fast R-CNN , 2015, 1504.08083.

[8]  Ling Shao,et al.  A rapid learning algorithm for vehicle classification , 2015, Inf. Sci..

[9]  Wenjie Zhu,et al.  Vehicle classification using sparse coding and spatial pyramid matching , 2014, 17th International IEEE Conference on Intelligent Transportation Systems (ITSC).

[10]  Dumitru Erhan,et al.  Going deeper with convolutions , 2014, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

[11]  Michael S. Bernstein,et al.  ImageNet Large Scale Visual Recognition Challenge , 2014, International Journal of Computer Vision.

[12]  Yiling Chen,et al.  Video-Based Vehicle Detection And Classification In Challenging Scenarios , 2014 .

[13]  Renata M. C. R. de Souza,et al.  Hierarchical Classification of Vehicle Images Using NN with Conditional Adaptive Distance , 2013, ICONIP.

[14]  Tao Ma,et al.  Urban vehicle classification based on linear SVM with efficient vector sparse coding , 2013, 2013 IEEE International Conference on Information and Automation (ICIA).

[15]  Geoffrey E. Hinton,et al.  ImageNet classification with deep convolutional neural networks , 2012, Commun. ACM.

[16]  Abdesselam Bouzerdoum,et al.  A Pyramidal Neural Network For Visual Pattern Recognition , 2007, IEEE Transactions on Neural Networks.

[17]  Yu Hen Hu,et al.  Vehicle classification in distributed sensor networks , 2004, J. Parallel Distributed Comput..

[18]  K. Imazu,et al.  Range-measurement-type optical vehicle detector , 1995, Pacific Rim TransTech Conference. 1995 Vehicle Navigation and Information Systems Conference Proceedings. 6th International VNIS. A Ride into the Future.

[19]  Wen-Hsiao Peng,et al.  Discriminatively-learned global image representation using CNN as a local feature extractor for image retrieval , 2015, 2015 Visual Communications and Image Processing (VCIP).

[20]  Shahrel Azmin Suandi,et al.  Vehicle Classification Using Visual Background Extractor and Multi-class Support Vector Machines , 2014 .

[21]  Clément Farabet,et al.  Torch7: A Matlab-like Environment for Machine Learning , 2011, NIPS 2011.

[22]  Kanok Boriboonsomsin,et al.  Environmentally Beneficial Intelligent Transportation Systems , 2009, CTS 2009.

[23]  Dapeng Tan,et al.  Embedded flexible assembly system for Car Latch based on laser identification , 2006 .