Publications

2024

1. 

   A Hybrid Graph Network for Complex Activity Detection in Video

   Salman Khan, Izzeddin Teeti, Andrew Bradley, and 2 more authors

   In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

   Bib PDF Code

   @inproceedings{khan2023hybrid,
     title = {A Hybrid Graph Network for Complex Activity Detection in Video},
     author = {Khan, Salman and Teeti, Izzeddin and Bradley, Andrew and Elhoseiny, Mohamed and Cuzzolin, Fabio},
     booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision},
     year = {2024},
     dimensions = {true},
   }

2023

1. 

   ROAD-R: The autonomous driving dataset with logical requirements

   Eleonora Giunchiglia, Mihaela Cătălina Stoian, Salman Khan, and 2 more authors

   Machine Learning, 2023

   Bib PDF Code

   @article{giunchiglia2023road,
     title = {ROAD-R: The autonomous driving dataset with logical requirements},
     author = {Giunchiglia, Eleonora and Stoian, Mihaela C{\u{a}}t{\u{a}}lina and Khan, Salman and Cuzzolin, Fabio and Lukasiewicz, Thomas},
     journal = {Machine Learning},
     pages = {1--31},
     year = {2023},
     publisher = {Springer},
     dimensions = {true},
   }

2022

1. 

   Road: The road event awareness dataset for autonomous driving

   Gurkirt Singh, Stephen Akrigg, Manuele Di Maio, and 8 more authors

   IEEE transactions on pattern analysis and machine intelligence, 2022

   Bib PDF Code

   @article{singh2022road,
     title = {Road: The road event awareness dataset for autonomous driving},
     author = {Singh, Gurkirt and Akrigg, Stephen and Di Maio, Manuele and Fontana, Valentina and Alitappeh, Reza Javanmard and Khan, Salman and Saha, Suman and Jeddisaravi, Kossar and Yousefi, Farzad and Culley, Jacob and others},
     journal = {IEEE transactions on pattern analysis and machine intelligence},
     volume = {45},
     number = {1},
     pages = {1036--1054},
     year = {2022},
     publisher = {IEEE},
     dimensions = {true},
     dataset = {https://github.com/gurkirt/road-dataset},
   }

2. Vision in adverse weather: Augmentation using CycleGANs with various object detectors for robust perception in autonomous racing

   Izzeddin Teeti, Valentina Musat, Salman Khan, and 3 more authors

   arXiv preprint arXiv:2201.03246, 2022
3. Situation Awareness for Automated Surgical Check-listing in AI-Assisted Operating Room

   Tochukwu Onyeogulu, Salman Khan, Izzeddin Teeti, and 6 more authors

   arXiv preprint arXiv:2209.05056, 2022
4. Efficient Fire Segmentation for Internet-of-Things-Assisted Intelligent Transportation Systems

   Khan Muhammad, Hayat Ullah, Salman Khan, and 2 more authors

   IEEE Transactions on Intelligent Transportation Systems, 2022
5. Identification of Cognitive Workload during Surgical Tasks with Multimodal Deep Learning

   Kaizhe Jin, Adrian Rubio-Solis, Ravi Naik, and 8 more authors

   arXiv preprint arXiv:2209.06208, 2022

2021

1. 

   International Workshop on Continual Semi-Supervised Learning: Introduction, Benchmarks and Baselines

   Ajmal Shahbaz, Salman Khan, Mohammad Asiful Hossain, and 4 more authors

   In International Workshop on Continual Semi-Supervised Learning, 2021

   Bib PDF Code

   @inproceedings{shahbaz2021international,
     title = {International Workshop on Continual Semi-Supervised Learning: Introduction, Benchmarks and Baselines},
     author = {Shahbaz, Ajmal and Khan, Salman and Hossain, Mohammad Asiful and Lomonaco, Vincenzo and Cannons, Kevin and Xu, Zhan and Cuzzolin, Fabio},
     booktitle = {International Workshop on Continual Semi-Supervised Learning},
     pages = {1--14},
     year = {2021},
     organization = {Springer},
     dimensions = {true},
   }

2. 

   Spatiotemporal Deformable Scene Graphs for Complex Activity Detection

   Salman Khan, and Fabio Cuzzolin

   In BMVC 2021-32nd British Machine Vision Conference, 2021

   Bib PDF

   @inproceedings{khan2021spatiotemporal,
     title = {Spatiotemporal Deformable Scene Graphs for Complex Activity Detection},
     author = {Khan, Salman and Cuzzolin, Fabio},
     booktitle = {BMVC 2021-32nd British Machine Vision Conference},
     year = {2021},
     dimensions = {true},
     video = {https://www.bmvc2021-virtualconference.com/conference/papers/paper_0706.html},
   }

3. 

   Deepsmoke: Deep learning model for smoke detection and segmentation in outdoor environments

   Salman Khan, Khan Muhammad, Tanveer Hussain, and 5 more authors

   Expert Systems with Applications, 2021

   Bib Code

   @article{khan2021deepsmoke,
     title = {Deepsmoke: Deep learning model for smoke detection and segmentation in outdoor environments},
     author = {Khan, Salman and Muhammad, Khan and Hussain, Tanveer and Del Ser, Javier and Cuzzolin, Fabio and Bhattacharyya, Siddhartha and Akhtar, Zahid and de Albuquerque, Victor Hugo C},
     journal = {Expert Systems with Applications},
     volume = {182},
     pages = {115125},
     year = {2021},
     publisher = {Elsevier},
     dimensions = {true},
   }

2020

1. Deep learning for multigrade brain tumor classification in smart healthcare systems: A prospective survey

   Khan Muhammad, Salman Khan, Javier Del Ser, and 1 more author

   IEEE Transactions on Neural Networks and Learning Systems, 2020
2. 3 Efficient Convolutional neural networks for fire detection in surveillance applications

   Khan Muhammad, Salman Khan, and Sung Wook Baik

   Deep Learning in Computer Vision: Principles and Applications, 2020

2019

1. 

   Energy-efficient deep CNN for smoke detection in foggy IoT environment

   Salman Khan, Khan Muhammad, Shahid Mumtaz, and 2 more authors

   IEEE Internet of Things Journal, 2019

   Bib

   @article{khan2019energy,
     title = {Energy-efficient deep CNN for smoke detection in foggy IoT environment},
     author = {Khan, Salman and Muhammad, Khan and Mumtaz, Shahid and Baik, Sung Wook and de Albuquerque, Victor Hugo C},
     journal = {IEEE Internet of Things Journal},
     volume = {6},
     number = {6},
     pages = {9237--9245},
     year = {2019},
     publisher = {IEEE},
     dimensions = {true},
   }

2. 

   Multi-grade brain tumor classification using deep CNN with extensive data augmentation

   Salman Khan, Muhammad Sajjad, Khan Muhammad, and 3 more authors

   Journal of computational science, 2019

   Bib

   @article{sajjad2019multi,
     title = {Multi-grade brain tumor classification using deep CNN with extensive data augmentation},
     author = {Khan, Salman and Sajjad, Muhammad and Muhammad, Khan and Wu, Wanqing and Ullah, Amin and Baik, Sung Wook},
     journal = {Journal of computational science},
     volume = {30},
     pages = {174--182},
     year = {2019},
     publisher = {Elsevier},
     dimensions = {true},
     doi = {10.1016/j.jocs.2018.12.003},
   }

3. Efficient fire detection for uncertain surveillance environment

   Khan Muhammad, Salman Khan, Mohamed Elhoseny, and 2 more authors

   IEEE Transactions on Industrial Informatics, 2019
4. CNN-based anti-spoofing two-tier multi-factor authentication system

   Muhammad Sajjad, Salman Khan, Tanveer Hussain, and 5 more authors

   Pattern Recognition Letters, 2019
5. Edge intelligence-assisted smoke detection in foggy surveillance environments

   Khan Muhammad, Salman Khan, Vasile Palade, and 2 more authors

   IEEE Transactions on Industrial Informatics, 2019