Upasana Singh

• GLA University

The rapid rise of manipulated videos in the digital era necessitates advanced forgery detection and localization techniques. This study presents a novel approach using a GAN-based framework integrated with a 3D Swin-B Transformer Encoder–Decoder architecture for future frame prediction. A ConvLSTM-based Siamese network serves as a discriminator, ca...

Video forgery detection has become increasingly critical due to the rise of sophisticated video manipulation techniques. Traditional methods often struggle to keep up with the ever-evolving sophistication of forgery techniques, necessitating innovative and advanced solutions. In response to this challenge, we propose a hybrid approach that combines...

In the realm of computer science, a huge number of studies have been done for speech application areas, particularly speech recognition, in the last few decades. Through the process of determining and interpreting, speech recognition enables the system to turn received speech signals into instructions. Speech recognition was not quite as impressive...

Digital image processing is plays a critical role for digital world; the medical field is also not untouched. A lot of work has been done for medical images with the help of digital image processing whether it is their enhancement work or, it can be the work of automatic disease detection or storage-related work. Medical images are the crucial part...

In the epoch of digital image processing for the last several years, significant contribution is being made in the field of medicine. It is the responsibility of digital image processing to give its important support in the field of medical through which the images used in the medical area like MRI, CT scan, X-Ray, etc helps to improve suitable and...

In the epoch of video surveillance, crowd management, and crowd video control received a substantial amount of attention. These systems are primarily used for monitoring and security. Monitoring of crowd in public places is the most demanding endeavor to accomplish. However, occlusion in visual, low resolution, cluttering, and complex behaviors in...

For Software improvement Requirements prioritization is most essential movement. Organizing prerequisites causes the task group to comprehend which necessities are generally significant and generally pressing. Requirement(RP) Prioritization, Basically Process of doling out priority that requests or positions one prerequisite over another. This pape...

During the previous decades, in the era of video surveillance, an immense consideration had been given to crowd video control and crowd management. Among the undertakings for video surveillance, retrieval of crowd video is a very challenging task. Motion Pattern Recognition from Crowded Video generally faces the problem of occlusion, low resolution...