Coherent phrase model for efficient image near-duplicate retrieval

• Main Authors: HU, Yiqun, CHENG, Xiangang, CHIA, Liang-Tien, XIE, Xing, RAJAN, Deepu, TAN, Ah-hwee
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2009
• Subjects: Bag-of-word (BoW); image near-duplicate (IND); quantization; retrieval; TRECVID; Computer Engineering; Databases and Information Systems; Software Engineering
• Online Access: https://ink.library.smu.edu.sg/sis_research/5187; https://ink.library.smu.edu.sg/context/sis_research/article/6190/viewcontent/29463954_Coherent_Phrase_Model_for_Efficient_Image_Near_Duplicate_Retrieval.pdf
• Institution: Singapore Management University

This paper presents an efficient and effective solution for retrieving image near-duplicate (IND) from image database. We introduce the coherent phrase model which incorporates the coherency of local regions to reduce the quantization error of the bag-of-words (BoW) model. In this model, local regio...