Deep Learning-Based Image Quality and Popularity Assessment

基於深度學習的圖像質量和流行度評價

Student thesis: Doctoral Thesis

Research Output

  1. 2022
  2. Published

    Image Quality Assessment: Unifying Structure and Texture Similarity

    Ding, K., Ma, K., Wang, S. & Simoncelli, E. P., May 2022, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 44, 5, p. 2567-2581

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 30
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  3. 2021
  4. Published

    Locally Adaptive Structure and Texture Similarity for Image Quality Assessment

    Ding, K., Liu, Y., Zhou, X., Wang, S. & Ma, K., Oct 2021, MM ’21 Proceedings of the 29th ACM International Conference on Multimedia. New York: ACM, p. 2483–2491 (MM - Proceedings of the ACM International Conference on Multimedia).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with ISBN/ISSN)peer-review

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  5. Published

    Comparison of Full-Reference Image Quality Models for Optimization of Image Processing Systems

    Ding, K., Ma, K., Wang, S. & Simoncelli, E. P., Apr 2021, In: International Journal of Computer Vision. 129, 4, p. 1258–1281

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 18
    Check@CityULib
  6. 2019
  7. Published

    Intrinsic Image Popularity Assessment

    Ding, K., Ma, K. & Wang, S., Oct 2019, MM’19: Proceedings of the 27th ACM International Conference on Multimedia. New York: ACM, p. 1979-1987 (MM - Proceedings of the ACM International Conference on Multimedia).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with ISBN/ISSN)peer-review

    Scopus citations: 8
    Check@CityULib