Publications

Publications

Relevant publications from the Group on IQA/IQE .

2020

  • A. Chetouani and L. Li, “On the use of a scanpath predictor and convolutional neural network for blind image quality assessment“, Signal Processing: Image Communication, Vol. 89, November 2020
  • A. Beghdadi, M. A. Qureshi, S. A. Amirshahi, A. Chetouani and M. Pedersen, “A Critical Analysis on Perceptual Contrast and Its Use in Visual Information Analysis and Processing,” in IEEE Access, vol. 8, pp. 156929-156953, 2020, doi: 10.1109/ACCESS.2020.3019350.  
  • A.Chetouani, “Image quality assessment without reference by mixing deeplearning-based features”, IEEE ICME, 2020  
  • A. Chetouani, M. Pedersen, S. Le Moan, “Prediction of Chromatic Visual Masking with Deep Learning“, IEEE ICIP 2020  
  • I. Abouelaziz, A. Chetouani, M. El Hassouni, H. Cherifi, “Combination of hand- crafted and deep learning-based features for 3D mesh quality assessment“, IEEE ICIP 2020
  • S. Le Moan, M. Pedersen, A. Chetouani, “High-Level Visual Masking of Image Compression Artefacts”, IEEE ICIP 2020
  • C. Kang, G. Valenzise, F. Dufaux, “EVA: An Explainable Visual Aesthetics Dataset“, 1Joint Workshop on Aesthetic and Technical Quality Assessment of Multimedia and Media Analytics for Societal Trends (ATQAM/MAST’20), ACM Multimedia, Oct 2020, Seattle, USA
  • Z. A. Khan, A. Beghdadi, F. Alaya-Cheikh, M. Kaaniche, « Residual Networks based Distortion Classification and Ranking for Laparoscopic Image quality Assessment », IEEE- ICIP2020, Abu Dhabi, UEA, 25-28 October 2020
  • Z. A. Khan, A. Beghdadi, F. Alaya-Cheikh, M. Kaaniche, M. A. Qureshi, “A Multi-Criteria Contrast Enhancement Evaluation Measure using Wavelet Decomposition”, in IEEE-MMSP 2020, Tampere, Finland, 21 – 24 September 2020
  • Z. A. Khan, A. Beghdadi, F. Alaya-Cheikh, M. Kaaniche, E. Pelanis, R. Palomar, A. A. Fretland, B. Edwin, O. J. Elle, “Towards a video quality assessment based framework for enhancement of laparoscopic videos “, accepted in Electronic Imaging SPIE Medical Imaging 2020, Houston, Texas, USA, 15 – 20 February 2020
  • S. A Amirshahi, M. Pedersen, A. Beghdadi, “Comparing the Chromatic Contrast Sensitivity in Vertical and Oblique Orientations”, Color and Imaging Conference 2019 (1), 225-230, (PDF)
  • A. Chetouani, M. A. Qureshi, M. A. Deriche, A. Beghdadi, « A Novel Ranking Algorithm of Enhanced Images using a Convolutional Neural Network and a Saliency-based Patch Selection Scheme »,  The 11th International Conference on Quality of Multimedia Experience (QoMEX 2019). 5 – 7 June 2019. Berlin, Germany.(PDF)

2019

  • A. Shahkolaei, A. Beghdadi, M. Cheriet, « Blind quality assessment metric and degradation classification for degraded document images », Signal Process. Image Commun. , Volume 76, August 2019, Pages 11-21
  • A.Chetouani; M. A. Qureshi; M. Deriche; A. Beghdadi “A Novel Ranking Algorithm of Enhanced Images using a Convolutional Neural Network and a Saliency-based Patch Selection Scheme”, QOMEX’2019, 5-7 June 2019, Berlin, Germany

2018

  • Z. A. Khan, M. Kaaniche, A. Beghdadi, F. Alaya  Cheikh, “Joint Statistical Models for No-Reference Stereoscopic Image Quality Assessment”. EUVIP2018, Tampere, Finland, 25-28 November 2018.
  • Aladine Chetouani, Marius Pedersen, “On the Use of a Convolutional Neural Network to Predict Perceptual Quality of Images without Reference for Different Viewing Distances“;. ICIP 2019: 1009-1013