Photobook: content-based manipulation of image databases
International Journal of Computer Vision
Structural Matching by Discrete Relaxation
IEEE Transactions on Pattern Analysis and Machine Intelligence
On an algorithm of Zemlyachenko for subtree isomorphism
Information Processing Letters
An Algorithm for Subgraph Isomorphism
Journal of the ACM (JACM)
IRM: integrated region matching for image retrieval
MULTIMEDIA '00 Proceedings of the eighth ACM international conference on Multimedia
Symbol Recognition by Error-Tolerant Subgraph Matching between Region Adjacency Graphs
IEEE Transactions on Pattern Analysis and Machine Intelligence - Graph Algorithms and Computer Vision
SIMPLIcity: Semantics-Sensitive Integrated Matching for Picture LIbraries
IEEE Transactions on Pattern Analysis and Machine Intelligence
Color Content Matching of MPEG-4 Video Objects
PCM '01 Proceedings of the Second IEEE Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Generic Model Abstraction from Examples
IEEE Transactions on Pattern Analysis and Machine Intelligence
Object Recognition as Many-to-Many Feature Matching
International Journal of Computer Vision
Shape Retrieval by Inexact Graph Matching
ICMCS '99 Proceedings of the IEEE International Conference on Multimedia Computing and Systems - Volume 2
A histogram-based approach for object-based query-by-shape-and-color in image and video databases
Image and Vision Computing
A novel fusion approach to content-based image retrieval
Pattern Recognition
Structural Descriptions and Inexact Matching
IEEE Transactions on Pattern Analysis and Machine Intelligence
On the Foundations of Relaxation Labeling Processes
IEEE Transactions on Pattern Analysis and Machine Intelligence
Object categorization and the need for many-to-many matching
PR'05 Proceedings of the 27th DAGM conference on Pattern Recognition
Multiple moving object detection for fast video content description in compressed domain
EURASIP Journal on Advances in Signal Processing
Structure-based graph distance measures of high degree of precision
Pattern Recognition
Multimedia Tools and Applications
Using color chains similarities for MLB sports image retrieval
CSECS '10 Proceedings of the 9th WSEAS international conference on Circuits, systems, electronics, control & signal processing
High efficiency and quality: large graphs matching
Proceedings of the 20th ACM international conference on Information and knowledge management
Retrieval of multiple instances of objects in videos
MMM'12 Proceedings of the 18th international conference on Advances in Multimedia Modeling
Segmentation-based multi-class semantic object detection
Multimedia Tools and Applications
High efficiency and quality: large graphs matching
The VLDB Journal — The International Journal on Very Large Data Bases
PatchNet: a patch-based image representation for interactive library-driven image editing
ACM Transactions on Graphics (TOG)
Hi-index | 0.10 |
In this paper, we tackle the problem of matching of objects in video in the context of the rough indexing paradigm. The approach developed is based on matching of region adjacency graphs (RAG) of pre-segmented objects. In the context of the rough indexing paradigm, the video data are of very low resolution and segmentation is consequently inaccurate. Hence the RAGs vary with the time. The contribution of this paper is a graph matching method for such RAGs based on an improvement of relaxation labelling techniques. In this method, adjustments of similarity between regions according to neighborhood consistency compensate for the inaccuracy of segmentation. The approach demonstrates promising performance on real sequences when compared to another region-based technique.