Stéphane Coulombe

Extreme Learning Machine Ensemble for Deep Learning-based List Decoding in Error-prone Video Transmission Systems

Deep learning–based no-reference image quality assessment (NR-IQA) has been shown to reliably select the highest-quality candidate from multiple list-decoded video reconstructions. However, deep transformer models are computationally intensive for candidate-by-candidate evaluation and tend to lose accuracy when the dat...