Title | ||
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A novel image retrieval strategy based on transfer learning and hand-crafted features for wool fabric |
Abstract | ||
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•Propose a novel retrieval strategy by transfer learning and hand-crafted features.•Shrink the search space by the pre-trained model with label smoothing.•Characterize delicate features by hand-crafted features in shrunk retrieval pools.•Build the database which contains 82,073 woolen fabric images for experiments.•Attach the process sheet to the image for industrial application. |
Year | DOI | Venue |
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2022 | 10.1016/j.eswa.2021.116229 | Expert Systems with Applications |
Keywords | DocType | Volume |
Pre-trained model,Label smoothing,Retrieval strategy,Delicate features | Journal | 191 |
ISSN | Citations | PageRank |
0957-4174 | 0 | 0.34 |
References | Authors | |
0 | 5 |
Name | Order | Citations | PageRank |
---|---|---|---|
Ning Zhang | 1 | 0 | 0.34 |
Renzo Shamey | 2 | 0 | 0.34 |
Jun Xiang | 3 | 0 | 0.34 |
Ruru Pan | 4 | 0 | 0.34 |
Weidong Gao | 5 | 0 | 0.34 |