VERGE: A Multimodal Interactive Video Search Engine

This paper presents VERGE interactive video retrieval engine, which is capable of searching into video content. The system integrates several content-based analysis and retrieval modules such as video shot boundary detection, concept detection, clustering and visual similarity search.

[1]  Yiannis Kompatsiaris,et al.  ITI-CERTH participation to TRECVID 2015 , 2015, TRECVID.

[2]  Cordelia Schmid,et al.  Product Quantization for Nearest Neighbor Search , 2011, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[3]  Soon-Heung Jung,et al.  Wipe scene-change detector based on visual rhythm spectrum , 2009, IEEE Transactions on Consumer Electronics.

[4]  Cordelia Schmid,et al.  Aggregating local descriptors into a compact image representation , 2010, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition.

[5]  Werner Bailer,et al.  Video browser showdown , 2012, ACMMR.

[6]  Kuo-Chin Fan,et al.  A motion-tolerant dissolve detection algorithm , 2005, IEEE Transactions on Multimedia.

[7]  Yiannis Kompatsiaris,et al.  Temporal Video Segmentation to Scenes Using High-Level Audiovisual Features , 2011, IEEE Transactions on Circuits and Systems for Video Technology.

[8]  Boon-Lock Yeo,et al.  Segmentation of Video by Clustering and Graph Analysis , 1998, Comput. Vis. Image Underst..

[9]  Georges Quénot,et al.  Re-ranking by local re-scoring for video indexing and retrieval , 2011, CIKM '11.

[10]  Gary R. Bradski,et al.  ORB: An efficient alternative to SIFT or SURF , 2011, 2011 International Conference on Computer Vision.

[11]  S. C. Johnson.  Hierarchical clustering schemes , 1967, Psychometrika.

[12]  Heikki Mannila,et al.  Random projection in dimensionality reduction: applications to image and text data , 2001, KDD '01.

[13]  Vasileios Mezaris,et al.  Fast shot segmentation combining global and local visual descriptors , 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

[14]  Yiannis Kompatsiaris,et al.  A Comparative Study on the Use of Multi-label Classification Techniques for Concept-Based Video Indexing and Annotation , 2014, MMM.

[15]  Chong-Wah Ngo,et al.  Multimedia modeling , 2013, Multimedia Tools and Applications.