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Persone Re-Identification with Human in the Loop (HITL) methods based on Relevance Feedback (RF)

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Re-Identification_HITL_RF

Here, you can find some usefule Human in the Loop (HITL) methods based on Relevance Feedback (RF), including:

  • Query Shift (QS)
  • Query Shift Incremental (QS+IL)
  • Relevance Score (RS)
  • Mean Relevance Score (M-RS)
  • Passive Aggressive (PA)
  • Passive Aggressive Incremental (PA+IL)

Authors, releasers and maintainers: Lorenzo Putzu - University of Cagliari

References

NOTE: please cite one of the following pubblication in case of using these images in your own work:

@inproceedings{DelussuICPR, author = {Rita Delussu and Lorenzo Putzu and Giorgio Fumera and Fabio Roli}, title = {Online Domain Adaptation for Person Re-Identification with a Human in the Loop}, booktitle = {{ICPR}}, pages = {3829--3836}, publisher = {{IEEE}}, year = {2020}, }

@article{DelussuICPR, author = {Rita Delussu and Lorenzo Putzu and Giorgio Fumera}, title = {Relevance Feedback for Human-in-the-Loop Person Re-identification}, journal = {{PR}}, year = {Under review}, }

LICENSE

MIT License

Copyright (c) 2022 Lorenzo Putzu

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.

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