Model-based object tracking in monocular image sequences of road traffic scenes
International Journal of Computer Vision
A generic deformable model for vehicle recognition
BMVC '95 Proceedings of the 1995 British conference on Machine vision (Vol. 1)
VisualSEEk: a fully automated content-based image query system
MULTIMEDIA '96 Proceedings of the fourth ACM international conference on Multimedia
Blobworld: Image Segmentation Using Expectation-Maximization and Its Application to Image Querying
IEEE Transactions on Pattern Analysis and Machine Intelligence
Video Google: A Text Retrieval Approach to Object Matching in Videos
ICCV '03 Proceedings of the Ninth IEEE International Conference on Computer Vision - Volume 2
Scale & Affine Invariant Interest Point Detectors
International Journal of Computer Vision
Beyond Bags of Features: Spatial Pyramid Matching for Recognizing Natural Scene Categories
CVPR '06 Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Volume 2
An Oriented-Contour Point Based Voting Algorithm for Vehicle Type Classification
ICPR '06 Proceedings of the 18th International Conference on Pattern Recognition - Volume 01
Vehicle Recognition Based on Fourier, Wavelet and Curvelet Transforms - a Comparative Study
ITNG '07 Proceedings of the International Conference on Information Technology
Vehicle Recognition Using Contourlet Transform and SVM
ITNG '08 Proceedings of the Fifth International Conference on Information Technology: New Generations
FaceTracer: A Search Engine for Large Collections of Images with Faces
ECCV '08 Proceedings of the 10th European Conference on Computer Vision: Part IV
Rotation Invariant Image Description with Local Binary Pattern Histogram Fourier Features
SCIA '09 Proceedings of the 16th Scandinavian Conference on Image Analysis
Explicit 3D Modeling for Vehicle Monitoring in Non-overlapping Cameras
AVSS '09 Proceedings of the 2009 Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance
Point Set Registration: Coherent Point Drift
IEEE Transactions on Pattern Analysis and Machine Intelligence
Attribute-based vehicle search in crowded surveillance videos
Proceedings of the 1st ACM International Conference on Multimedia Retrieval
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Content-based and attribute-based image/object retrieval are the key techniques for managing and analyzing the exponentially growing media collections. However, due to large variations in viewing angle/position, illumination, occlusion, and background, traditional object retrieval is extremely challenging. This article discusses an ongoing research in investigating the value of 3D models and informative parts for the object retrieval system. To show the feasibility of the proposed method, we apply it to the problem of multi-view vehicle retrieval. Preliminary results on vehicle retrieval demonstrate that our approach significantly outperforms the prior content-based image retrieval (CBIR) methods. Motivated by the proposed method, we are now extending the framework to attribute-based retrieval system over other domains (e.g., people) with 3D information augmented by Kinect devices.