Histograms of Oriented Gradients for Human Detection
CVPR '05 Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) - Volume 1 - Volume 01
SlideSeer: a digital library of aligned document and presentation pairs
Proceedings of the 7th ACM/IEEE-CS joint conference on Digital libraries
Slide image retrieval: a preliminary study
Proceedings of the 8th ACM/IEEE-CS joint conference on Digital libraries
Structure Extraction from Presentation Slide Information
PRICAI '08 Proceedings of the 10th Pacific Rim International Conference on Artificial Intelligence: Trends in Artificial Intelligence
Investigating automatic alignment methods for slide generation from academic papers
CoNLL '09 Proceedings of the Thirteenth Conference on Computational Natural Language Learning
Improving similarity measures for short segments of text
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 2
Similarity measures for short segments of text
ECIR'07 Proceedings of the 29th European conference on IR research
Text Detection Using Edge Gradient and Graph Spectrum
ICPR '10 Proceedings of the 2010 20th International Conference on Pattern Recognition
KICSS'10 Proceedings of the 5th international conference on Knowledge, information, and creativity support systems
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We present a multimodal system for aligning scholarly docu- ments to corresponding presentations in a fine-grained man- ner (i.e., per presentation slide and per paper section). Our method improves upon a state-of-the-art baseline that em- ploys only textual similarity. Based on an analysis of base- line errors, we propose a three-pronged alignment system that combines textual, image, and ordering information to establish alignment. Our results show a statistically sig- nificant improvement of 25%, confirming the importance of visual content in improving alignment accuracy.