Stacked collaborative transformer network with contrastive learning for video moment localization

G Megala, P Swarnalatha - Intelligent Data Analysis, 2024 - content.iospress.com
Video grounding intends to perform temporal localization in multimedia information retrieval.
The temporal bounds of the target video span are determined for the given input query. A …

SCLang: Graphical Domain-Specific Modeling Language for Stream Cipher

SA Qassir, MT Gaata, AT Sadiq - Cybernetics and Information …, 2023 - sciendo.com
A Stream Cipher (SC) is a symmetric-key encryption type that scrambles each piece of data
in clear text to conceal it from hackers. Despite its advantages, it has a substantial challenge …

Efficient Object Detection on Sparse-to-Dense Depth Prediction

G Megala, P Swarnalatha - 2023 9th International Conference …, 2023 - ieeexplore.ieee.org
Detecting objects has been an important and intricate field for many years, particularly in the
safety and healthcare sectors as well as the automotive industry. Much research on …

DeepGAN: an enhanced approach for detecting brain tumor

G Megala, N Kumari - 2023 Second International Conference …, 2023 - ieeexplore.ieee.org
Brain Tumor is a major disease that affected in children and adults. This happens when
changes occur in brain cell development and may lead the cells to partition uncontrolled and …

Content-Based Video Retrieval With Temporal Localization Using a Deep Bimodal Fusion Approach

G Megala, P Swarnalatha, S Prabu… - … of Research on Deep …, 2023 - igi-global.com
Content-based video retrieval is a research field that aims to develop advanced techniques
for automatically analyzing and retrieving video content. This process involves identifying …

Video Face Anonymization for Preserving Privacy

G Megala, R Venkatesan… - … Conference on Data …, 2022 - ieeexplore.ieee.org
This work scales with the development of preserving privacy on face anonymization in a
video. The aim of this work is to identify, preserve and protect the privacy of individuals who …

Optimized Retrieval and Secured Cloud Storage for Medical Surgery Videos Using Deep Learning.

G Megala, P Swarnalatha - International Journal of …, 2024 - search.ebscohost.com
Efficient secured storage and retrieval of medical surgical videos are essential for modern
healthcare systems. Traditional methods often struggle with scalability, accessibility, and …

Data Archiving Model on Cloud for Video Surveillance Systems with Integrity Check

N Katuk, MH Omar, MSM Pozi, E Chzhan - International Conference on …, 2023 - Springer
Video data has grown significantly as a result of the expanding usage of high-resolution
cameras and longer retention periods, necessitating effective archiving solutions, such as …