All Outputs (39)

FireNet-v2: Improved Lightweight Fire Detection Model for Real-Time IoT Applications (2023)
Journal Article

Fire hazards cause huge ecological, social and economical losses in day to day life. Due to the rapid increase in the prevalence of fire accidents, it has become vital to equip the assets with fire prevention systems. There have been numerous researc... Read More about FireNet-v2: Improved Lightweight Fire Detection Model for Real-Time IoT Applications.

VidSearch: Privacy-by-Design Video Search and Retrieval System for Large-Scale CCTV Data (2023)
Conference Proceeding

The surge in surveillance camera deployment in the era of Big Data and the Internet of Things (IoT) has emphasized the paramount importance of safeguarding the privacy of individuals, objects, and locations they record. Therefore, this paper proposes... Read More about VidSearch: Privacy-by-Design Video Search and Retrieval System for Large-Scale CCTV Data.

Real-Time Event-Driven Road Traffic Monitoring System Using CCTV Video Analytics (2023)
Journal Article

SecureCam: Selective Detection and Encryption Enabled Application for Dynamic Camera Surveillance Videos (2023)
Journal Article

Privacy Preserved Video Summarization of Road Traffic Events for IoT Smart Cities (2023)
Journal Article

The purpose of smart surveillance systems for automatic detection of road traffic accidents is to quickly respond to minimize human and financial losses in smart cities. However, along with the self-evident benefits of surveillance applications, priv... Read More about Privacy Preserved Video Summarization of Road Traffic Events for IoT Smart Cities.

AFOM: ADVANCED FLOW OF MOTION DETECTION ALGORITHM FOR DYNAMIC CAMERA VIDEOS (2022)
Journal Article

The surveillance videos taken from dynamic cam-eras are susceptible to multiple security threats like replay attacks, man-in-the-middle attacks, pixel correlation attacks etc. Using unsupervised learning, it is a challenge to detect objects in such s... Read More about AFOM: ADVANCED FLOW OF MOTION DETECTION ALGORITHM FOR DYNAMIC CAMERA VIDEOS.

A Survey of Modern Deep Learning based Object Detection Models (2022)
Journal Article

Object Detection is the task of classification and localization of objects in an image or video. It has gained prominence in recent years due to its widespread applications. This article surveys recent developments in deep learning based object d... Read More about A Survey of Modern Deep Learning based Object Detection Models.

SoK: Context and Risk Aware Access Control for Zero Trust Systems (2022)
Journal Article

Evolving computing technologies such as cloud, edge computing, and the Internet of Things (IoT) are creating a more complex, dispersed, and dynamic enterprise operational environment. New security enterprise architectures such as those based on the c... Read More about SoK: Context and Risk Aware Access Control for Zero Trust Systems.

Federated learning to understand human emotions via smart clothing (2022)
Conference Proceeding

VQProtect: Lightweight Visual Quality Protection for Error-Prone Selectively Encrypted Video Streaming (2022)
Journal Article

Mobile multimedia communication requires considerable resources such as bandwidth and efficiency to support Quality-of-Service (QoS) and user Quality-of-Experience (QoE). To increase the available bandwidth, 5G network designers have incorporated Cog... Read More about VQProtect: Lightweight Visual Quality Protection for Error-Prone Selectively Encrypted Video Streaming.

Control of Overload Safety in Wind Turbines Through Blade Pitch Control Implementing Artificial Intelligence (2022)
Conference Proceeding

Lightweight Deep Learning Model for Detection of Copy-move Image Forgery with Post-processed Attacks (2021)
Conference Proceeding

Deep Learning based Customer Count/Flow Monitoring System for Social Distancing (2021)
Conference Proceeding

Lightweight Deep Learning Model for Automated COVID-19 Diagnosis from CXR Images (2021)
Conference Proceeding

Deep Learning based Emotion Classification with Temporal Pupillometry Sequences (2021)
Presentation / Conference

In the recent era, automatic systems are the necessity of science. Systems for recognizing human emotions have gained popularity in various areas of knowledge specifically psychologists and psycho-physiologists. The interaction of the human-computer... Read More about Deep Learning based Emotion Classification with Temporal Pupillometry Sequences.

Analyzing the impact of COVID-19 on flight cancellation using machine learning and deep learning algorithms for a highly unbalanced dataset (2021)
Presentation / Conference

Flight cancellations can be caused by many factors, including adverse weather conditions, and can result in lost money and time, etc. The COVID-19 pandemic has significantly exacerbated this situation, leading to a significant decrease in air travel.... Read More about Analyzing the impact of COVID-19 on flight cancellation using machine learning and deep learning algorithms for a highly unbalanced dataset.

Improved Privacy-Ensuring Data-Fusion and Service Recommendation for Users in Smart Cities (2021)
Presentation / Conference

Towards Estimation of Emotions From Eye Pupillometry With Low-Cost Devices (2021)
Journal Article

Emotional care is important for some patients and their caregivers. Within a clinical or home care situation, technology can be employed to remotely monitor the emotional response of such people. This paper considers pupillometry as a non-invasive wa... Read More about Towards Estimation of Emotions From Eye Pupillometry With Low-Cost Devices.

Towards a privacy preserving surveillance approach for smart cities (2020)
Presentation / Conference

SLEPX: An Efficient Lightweight Cipher for Visual Protection of Scalable HEVC Extension (2020)
Journal Article

This paper proposes a lightweight cipher scheme aimed at the scalable extension of the High Efficiency Video Coding (HEVC) codec, referred to as the Scalable HEVC (SHVC) standard. This stream cipher, Symmetric Cipher for Lightweight Encryption based... Read More about SLEPX: An Efficient Lightweight Cipher for Visual Protection of Scalable HEVC Extension.