Automatic prediction of perceptual image and video quality

AC Bovik - Proceedings of the IEEE, 2013 - ieeexplore.ieee.org
Finding ways to monitor and control the perceptual quality of digital visual media has
become a pressing concern as the volume being transported and viewed continues to …

Face detection on distorted images augmented by perceptual quality-aware features

S Gunasekar, J Ghosh, AC Bovik - IEEE transactions on …, 2014 - ieeexplore.ieee.org
Motivated by the proliferation of low-cost digital cameras in mobile devices being deployed
in automated surveillance networks, we study the interaction between perceptual image …

Quality aware features for performance prediction and time reduction in video object tracking

R Gomez-Nieto, JF Ruiz-Muñoz, J Beron… - IEEE …, 2022 - ieeexplore.ieee.org
The existing body of work on video object tracking (VOT) algorithms has studied various
image conditions such as occlusion, clutter, and object shape, which influence video quality …

Systems and methods for detecting and tracking objects in a video stream

RJ Wood, JM Irvine, D Reed - US Patent 9,501,701, 2016 - Google Patents
BACKGROUND Automated event recognition in Video data has numerous practical
applications for security and transportation. The ability to recognize events depends on …

Dynamic structured model selection

D Weiss, B Sapp, B Taskar - Proceedings of the IEEE …, 2013 - openaccess.thecvf.com
In many cases, the predictive power of structured models for for complex vision tasks is
limited by a trade-off between the expressiveness and the computational tractability of the …

Robust image retrieval by cascading a deep quality assessment network

BV Somasundaran, R Soundararajan… - Signal Processing: Image …, 2020 - Elsevier
The performance of computer vision algorithms can severely degrade in the presence of a
variety of distortions. While image enhancement algorithms have evolved to optimize image …

Machine vision quality assessment for robust face detection

R Soundararajan, S Biswas - Signal Processing: Image Communication, 2019 - Elsevier
Abstract Machine vision quality (MVQ) assessment for face detection refers to image quality
as judged by face detection algorithms. While perceptual image quality usually depends on …

Towards quality aware collaborative video analytic cloud

JH Lee, T Feng, W Shi, A Bedagkar-Gala… - 2012 IEEE Fifth …, 2012 - ieeexplore.ieee.org
As cloud diversifies into different application fields, understanding and characterizing the
specific work load sand application requirements play important roles in the design of …

Face detection on distorted images using perceptual quality-aware features

S Gunasekar, J Ghosh… - Human Vision and …, 2014 - spiedigitallibrary.org
We quantify the degradation in performance of a popular and effective face detector when
human–perceived image quality is degraded by distortions due to additive white gaussian …

Modeling of Video Quality for Automatic Video Analysis and Its Applications in Wireless Camera Networks

L Kong - 2019 - search.proquest.com
Wireless camera networks are ubiquitously deployed in various distributed sensing
applications. The basic functions of each sensor node include video capture, video …