核心技术

代表性技术成果如下:

Weakly Supervised Instance Segmentation using Class Peak Response
Related Publications:
Yanzhao Zhou, Yi Zhu, Qixiang Ye, Qiang Qiu and Jianbin Jiao, "Weakly Supervised Instance Segmentation using Class Peak Response", IEEE Int'l Conf. Computer Vision and Pattern Recognition (CVPR), 2018.[pdf][code]
Min-Entropy Latent Model for Weakly Supervised Object Detection
Related Publications:
Fang Wan, Pengxu Wei, Jianbin Jiao, Zhenjun Han, and Qixiang Ye"Min-Entropy Latent Model for Weakly Supervised Object Detection", IEEE Int'l Conf. Computer Vision and Pattern Recognition (CVPR), 2018.
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification
Related Publications:
Weijian Deng, Liang Zheng, Qixiang Ye, Guoliang Kang, Yi Yang, and Jianbin Jiao"Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification", IEEE Int'l Conf. Computer Vision and Pattern Recognition (CVPR), 2018. [pdf][code]
Soft Proposal Networks for Weakly Supervised Object Localization
Related Publications:
Yi Zhu, Yanzhao Zhou, Qixiang Ye, Qiang Qiu and Jianbin Jiao"Soft Proposal Networks for Weakly Supervised Object Localization", IEEE Int'l Conf. Computer Vision (ICCV), 2017. [pdf][code]
Side-output Residual Network for Object Symmetry Detection in the Wild
Related Publications:
Wei Ke, Jie Chen, Jianbin Jiao, Guoying Zhao and Qixiang Ye, "SRN: Side-output Residual Network for Object Symmetry Detection in the Wild", IEEE Int'l Conf. Computer Vision and Pattern Recognition (CVPR), 2017.[pdf][code]
Oriented Response Networks
Related Publications:
Yanzhao Zhou, Qixiang Ye, Qiang Qiu, and Jianbin Jiao, "Oriented Response Networks", IEEE Int'l Conf. Computer Vision and Pattern Recognition (CVPR), 2017.[pdf][code]
Self-learning Scene-specific Pedestrian Detection
Related Publications:
Qixiang Ye, Tianliang Zhang, Qiang Qiu, Baochang Zhang, Jie Chen, and Guillermo Sapiro, "Self-learning Scene-specific Pedestrian Detectors using a Progressive Latent Model", IEEE Int'l Conf. Computer Vision and Pattern Recognition (CVPR), 2017.[pdf][code]
Correlated Topic Vector for Scene Classification
Related Publications:
Pengxu Wei, Fei Qin, Fang Wan, Yi Zhu, Jianbin Jiao and Qixiang Ye, "Correlated Topic Vector for Scene Classification", IEEE Transactions on Image Processing (TIP 2017), Accepted.[pdf]
Pedestrian Detection via Convolutional Channel Features
Related Publications:
W. Ke, Y. Zhang, P. Wei, Q. Ye, J. Jiao, "Pedestrian Detection via PCA Filters Based Convolutional Channel Features", IEEE Int'l Conf. Acoustic, Speech and Signal Processing (ICASSP), 2015.[pdf] [code]
Text detection and recognition in color imagery (images and video frames).
Related Publications:
Q.Ye, D. Doermann, "Text Detection and Recognition in Imagery: A Survey", IEEE Transactions on Pattern Analysis and Machine Intelligence(PAMI 2014), Accepted. [pdf]
Modeling a Crowd Scene project page
Related Publications:
J. Zou, X. Chen, P. Wei, Z. Han, J. Jiao, "A Belief Based Correlated Topic Model for Semantic Region Analysis in Far-Field Video Surveillance Systems ",Pacific-Rim Conference on Multimedia (PCM),2013. [pdf]
J. Zou, Q. Ye, Y.Cui, D. Doermann, J. Jiao, "A Belief based Correlated Topic Model for Trajectory Clustering in Crowded Video Scenes " ICPR 2014. [pdf]
J. Zou, Y. Cui, F. Wan, Q. Ye, J. Jiao, "A Cluster Specific Latent Dirichlet Allocation Model for Trajectory Clustering in Survellance Videos " ICIP 2014. [pdf]
Fast and Robust Object Detection and Tracking via Multi-sensor Fusion
Related Publications:
S. Gao, Z. Han, C. Li, Q. Ye, J. Jiao, "Real-time Multi-pedestrian Tracking in Traffic Scenes via an RGB-D based Layered Graph Model ", IEEE Transactions on Intelligent Transportation Systems, 2015. [pdf]
S. Gao, Z. Han, D. Doermann, J. Jiao,"Depth Structure Association for RGB-D Multi-Target Tracking ", ICPR 2014. [pdf]

Sparse Representation and Reconstruction for Visual Tracking and Trajectory Analysis
Related Publications:
Z. Han, J. Jiao, B. Zhang, Q. Ye, J. Liu,"Visual object tracking via sample-based Adaptive Sparse Representation (AdaSR)",Pattern Recognition 44 (2011) 2170–2183.[pdf]
C. Li, Z. Han, Q. Ye, J. Jiao, “Visual Abnormal Behavior Detection Based on Trajectory Sparse Reconstruction Analysis” Neurocomputing.[pdf]
C. Li, Z. Han, S. Gao, L. Pang, Q. Ye, J. Jiao, "Locality-constrained Sparse Reconstruction for Trajectory Classification" ICPR 2014. [pdf]
Visual Tracking on Climbing Robot Platform with Spatial-Temporal HMMs
Related Publications:
L. Zhang, J. Jiao, Q. Ye, Z. Han, and W. Yang, "Robust Weld Line Detection with Cross Structured Light and Hidden Markov Model" in Proc. of IEEE International Conference on Mechatronics and Automation,pp.1411-1416,2012. [pdf]
L. Zhang, W. Ke, Z. Han, and J. Jiao, "A Cross Structured Light Sensor for Weld Line Detectionon Wall-climbing Robot", IEEE Int'l Conf. Mechatronics and Automation (ICMA),2013. [pdf]
L. Zhang, Q. Ye, W. Yang, J. Jiao, “Weld Line Detection and Tracking via Spatial-Temporal Cascaded Hidden Markov Models and Cross Structured Light” IEEE Trans. Instrumentation and Measurement, Vol.6, No.4, pp.742-752, 2014. [pdf][code]
L. Zhang, W. Ke, Q. Ye, J. Jiao, “A Novel Laser Vision Sensor for Weld Line Detection on Wall-climbing Robot” Optics and Laser Technology, Elsevier, vol.60, pp.69-79, 2014. [pdf]
Cascade of L1-norm Minimization Learning for Visual Object Detection
Related Publications:
R. Xu, B. Zhang, Q. Ye, and J. Jiao, "Cascaded L1-norm Minimization Learning (CLML) Classifier for Human Detection" In Proc. International Conference on Computer Vision and Pattern Recognition (CVPR), 2010. [pdf]
R. Xu, J. Jiao, and Q. Ye, "Nonlinear L1-Norm Minimization Learning for Human Detection" IEEE Int'l Conf. Image Processing (ICIP), 2011. [pdf]
R. Xu, J. Jiao, B. Zhang, Q. Ye, “Pedestrian Detection in Images via Cascaded L1-Norm Minimization Learning Method” Pattern Recognition, vol.45, pp.2573-2583, 2012. [pdf]
Piecewise Linear Classifier Design for Visual Object Detection
Related Publications:
Q. Ye, J. Liang, J. Jiao, "Pedestrian Detection In Video Images Via Error Correcting Output Code Classification Of Manifold Subclasses " IEEE Trans. Intelligent Transportation Systems, vol.1, pp.193-202, 2012. [pdf]

Q. Ye, Z. Han, J. Jiao, and J. Liu, “Human Detection In Images Via Piecewise Linear Support Vector” IEEE Trans. Image Processing,vol.22. no.2, pp.778-789, 2013. [pdf][code]

Fault Diagnosis with State-of-the-art Performance
Related Publications:
Y. Peng, Q. Ye, J. Jiao, X. Chen and L. Wu, "Fault Diagnosis via Structural Support Vector Machines " in Proc.of IEEE International Conference on Mechatronics and Automation, 2012. [pdf]
Y. Peng, X. Zhang, Z. Han, and J. Jiao,"Dynamic Fault Diagnosis in Chemical Process Based on SVM-HMM ", IEEE Int'l Conf. Mechatronics and Automation (ICMA), 2013. [pdf]