Published in 2023

Comparative Studies of Unsupervised and Supervised Learning Methods based on Multimedia Applications

Authors: -

Journal: ArXiv

Published in 2023

Revised One, a Full Reference Video Quality Assessment Based on Statistical Based Transform Coefficient

Authors: -

Journal: SSRN Electronic Journal

Published in 2023

A Review on Just Noticeable Difference(JND) Quality Metric towards its Drawbacks and Limitations

Authors: -

Journal: SSRN Electronic Journal

Published in 2023

An Error Concealment based on Translations of Generalized Neural Networks

Authors: -

Journal: SSRN Electronic Journal

Published in 2023

Classification Review of Raw Subjective Scores towards Statistical Analysis

Authors: -

Journal: SSRN Electronic Journal

Published in 2023

Coding Estimation based on Rate Distortion Control of H.264 Encoded Videos for Low Latency Applications

Authors: -

Journal: ArXiv

Published in 2023

Full Reference Video Quality Assessment Based on Statistical Based Transform Coefficients

Authors: Amitesh Kumar Singam, Mohammad Shahid

Journal: SSRN Electronic Journal

Published in 2023

PROGRESSIVE STUDIES OVER SPARSENESS OF LEAST SQUARES SUPPORT VECTOR MACHINES BASED ON HYPOTHETICAL ASSUMPTION

Authors: Amitesh Kumar Singam, Bharat Reddy Ramancha, Venkat Raj Reddy Pashike, Mohammad Shahid

Journal: International Journal of Scientific Research and Management

Description:

No Reference (NR) Video Quality Assessment is the one which is most needed in situations where the handiness of reference video is partially available which is our Hypothetical assumption due to issue raised by reviewers since we used DCT Coefficients in our past research work. Our research work explores the tradeoffs between quality prediction and Video compression. Therefore, we implemented least square support vector regression algorithm as NR-based Video Quality Metric (VQM) for quality estimation with simplified input features based on DCT coefficients (Hypothetical assumption). We concluded that our proposed model overcame sparseness due to hypothetical Assumption.

Published in 2023

CLASSIFICATION REVIEW OF RAW SUBJECTIVE SCORES TOWARDS STATISTICAL ANALYSIS

Authors: -

Journal: International Journal of Scientific Research and Management

Published in 2023

Comparative Studies of Unsupervised and Supervised Learning Methods based on Multimedia Applications

Authors: -

Journal: ArXiv