Publications

Journal Articles

• DVFL-Net: A Lightweight Distilled Video Focal Modulation Network for Spatio-Temporal Action Recognition
  Hayat Ullah, Muhammad Ali Shafique, Abbas Khan, Arslan Munir
  Submitted to IEEE TCSVT (2024)

• OD-VIRAT: A Large-Scale Benchmark for Object Detection in Realistic Surveillance Environments
  Hayat Ullah, Abbas Khan, Abbas Khan, Arslan Munir
  Submitted to ACM MCCA (2024)

• Improving Adversarial Robustness Through Adaptive Learning-Driven Multi-Teacher Knowledge Distillation
  Hayat Ullah, Syed Muhammad Talha Zaidi, Arslan Munir
  Submitted to Elsevier AI Open (2024)

• Cascaded Deep Reinforcement Learning-Based Multi-Revolution Low-Rhrust Spacecraft Orbit-Transfer
  Syed Muhammad Talha Zaidi, Pardha Sai Chadalavada, Hayat Ullah, Arslan Munir, Atri Dutta
  IEEE Access (2023), CODE

• Vit-Ret: Vision and Recurrent Transformer Neural Networks for Human Activity Recognition in Videos
  James Wensel, Hayat Ullah, Arslan Munir
  IEEE Access (2023)

• Vision-based semantic segmentation in scene understanding for autonomous driving: Recent achievements, challenges, and outlooks
  Khan Muhammad, Tanveer Hussain, Hayat Ullah, Javier Del Ser, Mahdi Rezaei, Neeraj Kumar, Mohammad Hijji, Paolo Bellavista, Victor Hugo C de Albuquerque
  IEEE TITS (2022)

• Efficient fire segmentation for internet-of-things-assisted intelligent transportation systems
  Khan Muhammad, Hayat Ullah, Salman Khan, Mohammad Hijji, Jaime Lloret
  IEEE TITS (2022), CODE

• WEENet: an intelligent system for diagnosing COVID-19 and lung cancer in IoMT environments
  Khan Muhammad, Hayat Ullah, Zulfiqar Ahmad Khan, Abdul Khader Jilani Saudagar, Abdullah AlTameem, Mohammed AlKhathami, Muhammad Badruddin Khan, Mozaherul Hoque Abul Hasanat, Khalid Mahmood Malik, Mohammad Hijji, Muhammad Sajjad
  Frontiers in oncology (2022)

• Perceptual quality assessment of panoramic stitched contents for immersive applications: a prospective survey
  Hayat Ullah, Sitara Afzal, Imran Ullah Khan
  Virtual Reality & Intelligent Hardware (2022)

• Light-DehazeNet: A Novel Lightweight CNN Architecture for Single Image Dehazing
  Hayat Ullah, Khan Muhammad, Muhammad Irfan, Saeed Anwar, Muhammad Sajjad, Ali Shariq Imran, Victor Hugo C De Albuquerque
  IEEE TIP (2021), CODE

• AI-driven salient soccer events recognition framework for next-generation IoT-enabled environments
  Khan Muhammad, Hayat Ullah, Mohammad S Obaidat, Amin Ullah, Arslan Munir, Muhammad Sajjad, Victor Hugo C De Albuquerque
  IEEE IoTJ (2021)

Conference Papers

• A Deep Learning Framework for Blended Distortion Segmentation in Stitched Images
  Hayat Ullah, Muhammad Irfan, Kyungjin Han, Jong Weon Lee
  Proceedings from IPCV’20 (2021)

• Real-time video dehazing for industrial image processing
  Hayat Ullah, Irfan Mehmood
  Proceedings from ICSKIMA (2019)