All Outputs (42)

Deep Learning Based Lightweight Model for Brain Tumor Classification and Segmentation (2024)
Book Chapter
Andleeb, I., Hussain, B. Z., Ansari, S., Ansari, M. S., Kanwal, N., & Aslam, A. (2024). Deep Learning Based Lightweight Model for Brain Tumor Classification and Segmentation. In Advances in Computational Intelligence Systems (491-503). Springer Nature [academic journals on nature.com]. https://doi.org/10.1007/978-3-031-47508-5_38

This paper presents two lightweight deep learning models for efficient detection and segmentation of brain tumors from MRI scans. A custom-made Convolutional Neural Network (CNN) is designed for identification of four different classes of brain tumor... Read More about Deep Learning Based Lightweight Model for Brain Tumor Classification and Segmentation.

FireNet-v2: Improved Lightweight Fire Detection Model for Real-Time IoT Applications (2023)
Journal Article
Shees, A., Ansari, M. S., Varshney, A., Asghar, M. N., & Kanwal, N. (2023). FireNet-v2: Improved Lightweight Fire Detection Model for Real-Time IoT Applications. Procedia Computer Science, 218, 2233-2242. https://doi.org/10.1016/j.procs.2023.01.199

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
Tahir, M., Qiao, Y., Kanwal, N., Lee, B., & Asghar, M. N. (2023). VidSearch: Privacy-by-Design Video Search and Retrieval System for Large-Scale CCTV Data. . https://doi.org/10.1109/icmla58977.2023.00329

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
Tahir, M., Qiao, Y., Kanwal, N., Lee, B., & Asghar, M. N. (2023). Real-Time Event-Driven Road Traffic Monitoring System Using CCTV Video Analytics. IEEE Access, 11, 139097-139111. https://doi.org/10.1109/access.2023.3340144

Facial recognition technology could soon be everywhere – here’s how to make it safer (2023)
Digital Artefact
Kanwal, N. (2023). Facial recognition technology could soon be everywhere – here’s how to make it safer. [Blog Style Article]

SecureCam: Selective Detection and Encryption Enabled Application for Dynamic Camera Surveillance Videos (2023)
Journal Article
Aribilola, I., Asghar, M. N., Kanwal, N., Fleury, M., & Lee, B. (2023). SecureCam: Selective Detection and Encryption Enabled Application for Dynamic Camera Surveillance Videos. IEEE Transactions on Consumer Electronics, 69(2), 156-169. https://doi.org/10.1109/tce.2022.3228679

Privacy Preserved Video Summarization of Road Traffic Events for IoT Smart Cities (2023)
Journal Article
Tahir, M., Qiao, Y., Kanwal, N., Lee, B., & Asghar, M. N. (2023). Privacy Preserved Video Summarization of Road Traffic Events for IoT Smart Cities. Cryptography, 7(1), Article ARTN 7. https://doi.org/10.3390/cryptography7010007

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.

Proceedings of the 35th International BCS Human Computer Interaction Conference (HCI 2022) - Index (2022)
Conference Proceeding
de Quincey, E., Woolley, S. I., Ortolani, M., Misirli, G., Mandal, B., Kanwal, N., …Rooney, J. (2022). Proceedings of the 35th International BCS Human Computer Interaction Conference (HCI 2022) - Index. . https://doi.org/10.14236/ewic/HCI2022.0

AFOM: ADVANCED FLOW OF MOTION DETECTION ALGORITHM FOR DYNAMIC CAMERA VIDEOS (2022)
Journal Article
Aribilola, I., Asghar, M., Kanwal, N., Ansari, M., Lee, B., & Xplore, I. (2022). AFOM: ADVANCED FLOW OF MOTION DETECTION ALGORITHM FOR DYNAMIC CAMERA VIDEOS. https://doi.org/10.1109/ISSC55427.2022.9826141

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.

SoK: Context and Risk Aware Access Control for Zero Trust Systems (2022)
Journal Article
Newe, T., Lee, B., Xiao, S., Ye, Y., & Kanwal, N. (2022). SoK: Context and Risk Aware Access Control for Zero Trust Systems. Security and Communication Networks, https://doi.org/10.1155/2022/7026779

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
Pidgeon, M., Kanwal, N., & Murray, N. (2022). Federated learning to understand human emotions via smart clothing. . https://doi.org/10.1145/3524273.3533936

VQProtect: Lightweight Visual Quality Protection for Error-Prone Selectively Encrypted Video Streaming (2022)
Journal Article
Shifa, A., Abdullah, S., Kanwal, N., Fleury, M., Gillani, S., & Asghar, M. (2022). VQProtect: Lightweight Visual Quality Protection for Error-Prone Selectively Encrypted Video Streaming. Entropy, 755 - 755. https://doi.org/10.3390/e24060755

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.

A Survey of Modern Deep Learning based Object Detection Models (2022)
Journal Article
Zaidi, S., Ansari, M., Aslam, A., Kanwal, N., Asghar, M., & Lee, B. (2022). A Survey of Modern Deep Learning based Object Detection Models. Digital Signal Processing, 1-19. https://doi.org/10.1016/j.dsp.2022.103514

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.

Control of Overload Safety in Wind Turbines Through Blade Pitch Control Implementing Artificial Intelligence (2022)
Conference Proceeding
Kannikka, E., & Kanwal, N. (2022). Control of Overload Safety in Wind Turbines Through Blade Pitch Control Implementing Artificial Intelligence. . https://doi.org/10.1109/ICECET52533.2021.9698633

Lightweight Deep Learning Model for Automated COVID-19 Diagnosis from CXR Images (2021)
Conference Proceeding
Hussain, Z., Andleeb, I., Ansari, M., & Kanwal, N. (2021). Lightweight Deep Learning Model for Automated COVID-19 Diagnosis from CXR Images. . https://doi.org/10.1109/ICOCO53166.2021.9673587

Lightweight Deep Learning Model for Detection of Copy-move Image Forgery with Post-processed Attacks (2021)
Conference Proceeding
Kanwal, N. (2021). Lightweight Deep Learning Model for Detection of Copy-move Image Forgery with Post-processed Attacks. . https://doi.org/10.1109/SAMI50585.2021.9378690

Deep Learning based Customer Count/Flow Monitoring System for Social Distancing (2021)
Conference Proceeding
Kanwal, N. (2021). Deep Learning based Customer Count/Flow Monitoring System for Social Distancing. . https://doi.org/10.1109/DASC-PICom-CBDCom-CyberSciTech52372.2021.00138

Deep Learning based Emotion Classification with Temporal Pupillometry Sequences (2021)
Conference Proceeding
Rafique, S., Kanwal, N., Samar Ansari, M., Asghar, M., & Akhtar, Z. (2021). Deep Learning based Emotion Classification with Temporal Pupillometry Sequences. . https://doi.org/10.1109/ICECET52533.2021.9698663

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.

Improved Privacy-Ensuring Data-Fusion and Service Recommendation for Users in Smart Cities (2021)
Presentation / Conference
Sarim, M., Ansari, M. S., Kanwal, N., & Asghar, M. (2021, September). Improved Privacy-Ensuring Data-Fusion and Service Recommendation for Users in Smart Cities. Paper presented at 2021 IEEE International Smart Cities Conference (ISC2), Manchester, United Kingdom

Towards Estimation of Emotions From Eye Pupillometry With Low-Cost Devices (2021)
Journal Article
Rafique, S., Fleury, M., Kanwal, N., Karamat, I., & Asghar, M. (2021). Towards Estimation of Emotions From Eye Pupillometry With Low-Cost Devices. IEEE Access, 5354 - 5370. https://doi.org/10.1109/access.2020.3048311

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.