International Scholarly Research Notices / 2012 / Article / Tab 2

Research Article

An Effective Color Addition to Feature Detection and Description for Book Spine Image Matching

Table 2

Book matching results for c-color-SIFT and CDSIFT on a number of shelf datasets.

DatasetSHELF 1SHELF 2SHELF 3SHELF 5SHELF 8SHELF 9SHELF 11
No. of Books34151419281617

No. MatchedCDSIFT πŸ• 𝟏 πŸ‘ 𝟏 𝟏 𝟏 πŸ‘ 𝟏 πŸ• 𝟏 πŸ’ 𝟏 πŸ”
c-color-SIFT01258989

Average RecallCDSIFT 𝟎 . 𝟎 𝟎 𝟎 𝟏 𝟎 𝟎 . 𝟎 𝟎 𝟐 πŸ’ 𝟐 𝟎 . 𝟎 𝟎 𝟐 πŸ’ πŸ‘ 𝟎 . 𝟎 𝟎 𝟏 πŸ” πŸ” 𝟎 . 𝟎 𝟎 𝟎 πŸ• πŸ“ 𝟎 . 𝟎 𝟎 πŸ” πŸ– πŸ– 𝟎 . 𝟎 𝟎 πŸ• 𝟎 πŸ•
c-color-SIFT0.000010.001870.000870.000890.000300.001850.00135

Average AccuracyCDSIFT 𝟐 πŸ— . πŸ• πŸ” % πŸ– πŸ“ . πŸ– 𝟐 % πŸ– πŸ‘ . 𝟏 πŸ“ % πŸ• 𝟏 . 𝟎 πŸ“ % πŸ“ πŸ— . 𝟎 𝟏 % πŸ– πŸ• . 𝟏 𝟐 % πŸ— 𝟏 . πŸ‘ 𝟐 %
c-color-SIFT2.94%80.00%33.00%45.00%32.14%49.65%52.94%

Article of the Year Award: Outstanding research contributions of 2020, as selected by our Chief Editors. Read the winning articles.