The unusual effectiveness of averaging in GAN training.
Proc. International Conference on Learning Representations (ICLR), New Orleans, LA, May 6-9, 2019.
PersEmoN: A deep network for joint analysis of apparent personality, emotion and their relationship.
eprint arXiv:1811.08657, Nov. 2018.
Probabilistic approach to people-centric photo selection and sequencing.
IEEE Transactions on Multimedia, vol. 19, no. 11, pp. 2609-2624, Nov. 2017.
Additional download: Matlab implementation of algorithms described in the paper.
Machine learning techniques and applications for ground-based image analysis.
IEEE Geoscience and Remote Sensing Magazine, Special Issue on Advances in Machine Learning for Remote Sensing and Geosciences, vol. 4, no. 2, pp. 79-93, June 2016.
Mean Opinion Score (MOS) revisited: Methods and applications, limitations and alternatives.
Multimedia Systems Journal, vol. 22, no. 2, pp. 213-227, Feb. 2016.
Stereo/multiview picture quality: Overview and recent advances.
Signal Processing: Image Communication, vol. 28, no. 10, pp. 1358-1373, Nov. 2013.
Analysis of public image and video databases for quality assessment.
IEEE Journal on Selected Topics in Signal Processing, Special Issue on New Subjective and Objective Methodologies for Audio and Visual Signal Processing, vol. 6, no. 6, pp. 616-625, Oct. 2012.
Digital Video Quality - Vision Model and Metrics.
John Wiley & Sons, January 2005.
Excerpts from a review by the IEEE Communications Magazine, Oct. 2007:
"A comprehensive answer to questions that might be raised while investigating and developing the video systems as well as evaluating them using more modern QoE methodologies."
We can truly recommend Digital Video Quality for engineers... easy to understand... well edited."