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Fuzzy bag of words for social image description
Multimedia Tools and Applications, 2014Rapid growth of social media resources brings huge challenges and opportunities for image description technologies. The performance of image description method directly affects the accuracy of image retrieval, image annotation and image recognition. Bag of Words (BoW) as an efficient approach to describing the images has been attracting more and more ...
Li, Yanshan +3 more
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Saliency-based fabric defect detection via bag-of-words model
Signal, Image and Video Processing, 2022Maria Kanwal +3 more
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Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval, 2012
Hang Li, Jun Xu
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Hang Li, Jun Xu
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Score-based likelihood ratios for linguistic text evidence with a bag-of-words model.
Forensic Science International, 2021S. Ishihara
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Sports Video Classification Using Bag of Words Model
2012We propose a novel approach classify different sports videos given their groups. First, the SURF descriptors in each key frames are extracted. Then they are used to form the visual word vocabulary (codebook) by using K-Means clustering algorithm. After that, the histogram of these visual words are computed and considered as a feature vector.
Dinh Duong +3 more
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Bag of Words approaches for Bioinformatics
2015In recent years, several Pattern Recognition problems have been successfully faced by approaches based on the "bag of words" representation. This representation is particularly appropriate when the pattern is characterized (or assumed to be characterized) by the repetition of basic, "constituting" elements called words.
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Software Requirements Classification: From Bag-of-Words to Transformer
Automated classification of software requirements is valuable for software engineering. Recently, Natural Language Processing (NLP) and Machine Learning (ML) techniques have been utilized as an alternative to manual classification of requirements. In this study, we conduct a thorough empirical evaluation of several NLP methods utilized for efficient ...Xanthopoulou, Georgia +4 more
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Bag-of-visual-words and spatial extensions for land-use classification
ACM SIGSPATIAL International Workshop on Advances in Geographic Information Systems, 2010Yi Yang, S. Newsam
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Bag-Of-Words Classification of Miniature Illustrations
2010In this paper a system for illuminated manuscripts images analysis is presented. In particular the bag-of-keypoints strategy, commonly adopted for object recognition, image classification and scene recognition, is applied to the classification of automatically extracted miniatures.
GRANA, Costantino +3 more
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Scale-space multi-view bag of words for scene categorization
Multimedia tools and applications, 2020Davar Giveki
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