2023 ACM Comp Surveys A comprehensive review on vision-based violence detection in surveillance videos Fath U Min Ullah, Mohammad S Obaidat, Amin Ullah, and 3 more authors ACM Computing Surveys, 2023 Bib HTML PDF @article{ullah2023comprehensive, title = {A comprehensive review on vision-based violence detection in surveillance videos}, author = {Ullah, Fath U Min and Obaidat, Mohammad S and Ullah, Amin and Muhammad, Khan and Hijji, Mohammad and Baik, Sung Wook}, journal = {ACM Computing Surveys}, volume = {55}, number = {10}, pages = {1--44}, year = {2023}, publisher = {ACM New York, NY}, dimensions = {true}, doi = {10.1145/3561971}, } 2022 Deep Learning Assists Surveillance Experts: Toward Video Data Prioritization Tanveer Hussain, Fath U Min Ullah, Samee Ullah Khan, and 5 more authors IEEE Transactions on Industrial Informatics, 2022 Bib HTML PDF Code @article{hussain2022deep, title = {Deep Learning Assists Surveillance Experts: Toward Video Data Prioritization}, author = {Hussain, Tanveer and Ullah, Fath U Min and Khan, Samee Ullah and Ullah, Amin and Haroon, Umair and Muhammad, Khan and Baik, Sung Wook and de Albuquerque, Victor Hugo C}, journal = {IEEE Transactions on Industrial Informatics}, year = {2022}, publisher = {IEEE}, dimensions = {true}, doi = {10.1109/TII.2022.3213569}, } FGCS Artificial Intelligence of Things-assisted two-stream neural network for anomaly detection in surveillance Big Video Data Waseem Ullah, Amin Ullah, Tanveer Hussain, and 5 more authors Future Generation Computer Systems, 2022 Bib HTML PDF @article{ullah2022artificial, title = {Artificial Intelligence of Things-assisted two-stream neural network for anomaly detection in surveillance Big Video Data}, author = {Ullah, Waseem and Ullah, Amin and Hussain, Tanveer and Muhammad, Khan and Heidari, Ali Asghar and Del Ser, Javier and Baik, Sung Wook and De Albuquerque, Victor Hugo C}, journal = {Future Generation Computer Systems}, volume = {129}, pages = {286--297}, year = {2022}, publisher = {Elsevier}, dimensions = {true}, doi = {10.1016/j.future.2021.10.033}, } IEEE THMS A multi-stream sequence learning framework for human interaction recognition Umair Haroon, Amin Ullah, Tanveer Hussain, and 5 more authors IEEE Transactions on Human-Machine Systems, 2022 Bib HTML PDF @article{haroon2022multi, title = {A multi-stream sequence learning framework for human interaction recognition}, author = {Haroon, Umair and Ullah, Amin and Hussain, Tanveer and Ullah, Waseem and Sajjad, Muhammad and Muhammad, Khan and Lee, Mi Young and Baik, Sung Wook}, journal = {IEEE Transactions on Human-Machine Systems}, volume = {52}, number = {3}, pages = {435--444}, year = {2022}, publisher = {IEEE}, dimensions = {true}, doi = {10.1109/THMS.2021.3138708}, } IJIS An intelligent system for complex violence pattern analysis and detection Fath U Min Ullah, Mohammad S Obaidat, Khan Muhammad, and 5 more authors International Journal of Intelligent Systems, 2022 Bib HTML PDF @article{ullah2022intelligent, title = {An intelligent system for complex violence pattern analysis and detection}, author = {Ullah, Fath U Min and Obaidat, Mohammad S and Muhammad, Khan and Ullah, Amin and Baik, Sung Wook and Cuzzolin, Fabio and Rodrigues, Joel JPC and de Albuquerque, Victor Hugo C}, journal = {International Journal of Intelligent Systems}, volume = {37}, number = {12}, pages = {10400--10422}, year = {2022}, publisher = {Wiley Online Library}, dimensions = {true}, doi = {10.1002/int.22537}, } 2021 FGCS Human action recognition using attention based LSTM network with dilated CNN features Khan Muhammad, Amin Ullah, Ali Shariq Imran, and 5 more authors Future Generation Computer Systems, 2021 Bib HTML PDF @article{muhammad2021human, title = {Human action recognition using attention based LSTM network with dilated CNN features}, author = {Muhammad, Khan and Ullah, Amin and Imran, Ali Shariq and Sajjad, Muhammad and Kiran, Mustafa Servet and Sannino, Giovanna and de Albuquerque, Victor Hugo C and others}, journal = {Future Generation Computer Systems}, volume = {125}, pages = {820--830}, year = {2021}, publisher = {Elsevier}, dimensions = {true}, doi = {10.1016/j.future.2021.06.045}, } JRTIP SD-Net: Understanding overcrowded scenes in real-time via an efficient dilated convolutional neural network Noman Khan, Amin Ullah, Ijaz Ul Haq, and 2 more authors Journal of Real-Time Image Processing, 2021 Bib HTML PDF @article{khan2021sd, title = {SD-Net: Understanding overcrowded scenes in real-time via an efficient dilated convolutional neural network}, author = {Khan, Noman and Ullah, Amin and Haq, Ijaz Ul and Menon, Varun G and Baik, Sung Wook}, journal = {Journal of Real-Time Image Processing}, volume = {18}, pages = {1729--1743}, year = {2021}, publisher = {Springer}, dimensions = {true}, doi = {10.1007/s11554-020-01020-8}, } IEEE IoTJ Ai-driven salient soccer events recognition framework for next generation iot-enabled environments Khan Muhammad, Hayat Ullah, Mohammad S Obaidat, and 4 more authors IEEE Internet of Things Journal, 2021 Bib HTML PDF Code @article{muhammad2021ai, title = {Ai-driven salient soccer events recognition framework for next generation iot-enabled environments}, author = {Muhammad, Khan and Ullah, Hayat and Obaidat, Mohammad S and Ullah, Amin and Munir, Arslan and Sajjad, Muhammad and De Albuquerque, Victor Hugo C}, journal = {IEEE Internet of Things Journal}, year = {2021}, publisher = {IEEE}, dimensions = {true}, doi = {10.1109/JIOT.2021.3110341}, } Deep learning for safe autonomous driving: Current challenges and future directions Khan Muhammad, Amin Ullah, Jaime Lloret, and 2 more authors IEEE Transactions on Intelligent Transportation Systems, 2021 Bib HTML PDF @article{muhammad2020deep, title = {Deep learning for safe autonomous driving: Current challenges and future directions}, author = {Muhammad, Khan and Ullah, Amin and Lloret, Jaime and Del Ser, Javier and de Albuquerque, Victor Hugo C}, journal = {IEEE Transactions on Intelligent Transportation Systems}, year = {2021}, volume = {22}, number = {7}, pages = {4316-4336}, publisher = {IEEE}, dimensions = {true}, doi = {10.1109/TITS.2020.3032227}, } MTAP CNN features with bi-directional LSTM for real-time anomaly detection in surveillance networks Waseem Ullah, Amin Ullah, Ijaz Ul Haq, and 3 more authors Multimedia tools and applications, 2021 Bib HTML PDF @article{ullah2021cnn, title = {CNN features with bi-directional LSTM for real-time anomaly detection in surveillance networks}, author = {Ullah, Waseem and Ullah, Amin and Haq, Ijaz Ul and Muhammad, Khan and Sajjad, Muhammad and Baik, Sung Wook}, journal = {Multimedia tools and applications}, volume = {80}, pages = {16979--16995}, year = {2021}, publisher = {Springer}, dimensions = {true}, doi = {10.1007/s11042-020-09406-3}, } Conflux LSTMs network: A novel approach for multi-view action recognition Amin Ullah, Khan Muhammad, Tanveer Hussain, and 1 more author Neurocomputing, 2021 Bib HTML PDF @article{ullah2021conflux, title = {Conflux LSTMs network: A novel approach for multi-view action recognition}, author = {Ullah, Amin and Muhammad, Khan and Hussain, Tanveer and Baik, Sung Wook}, journal = {Neurocomputing}, volume = {435}, pages = {321--329}, year = {2021}, publisher = {Elsevier}, dimensions = {true}, doi = {10.1016/j.neucom.2019.12.151}, } Sensors An efficient anomaly recognition framework using an attention residual LSTM in surveillance videos Waseem Ullah, Amin Ullah, Tanveer Hussain, and 2 more authors Sensors, 2021 Bib HTML PDF @article{ullah2021efficient, title = {An efficient anomaly recognition framework using an attention residual LSTM in surveillance videos}, author = {Ullah, Waseem and Ullah, Amin and Hussain, Tanveer and Khan, Zulfiqar Ahmad and Baik, Sung Wook}, journal = {Sensors}, volume = {21}, number = {8}, pages = {2811}, year = {2021}, publisher = {MDPI}, dimensions = {true}, doi = {10.3390/s21082811}, } Densely deformable efficient salient object detection network Tanveer Hussain, Saeed Anwar, Amin Ullah, and 2 more authors arXiv preprint arXiv:2102.06407, 2021 Bib HTML PDF Code @article{hussain2021densely, title = {Densely deformable efficient salient object detection network}, author = {Hussain, Tanveer and Anwar, Saeed and Ullah, Amin and Muhammad, Khan and Baik, Sung Wook}, journal = {arXiv preprint arXiv:2102.06407}, year = {2021}, dimensions = {true}, doi = {2102.06407}, } Efficient activity recognition using lightweight CNN and DS-GRU network for surveillance applications Amin Ullah, Khan Muhammad, Weiping Ding, and 3 more authors Applied Soft Computing, 2021 Bib HTML PDF @article{ullah2021efficienu, title = {Efficient activity recognition using lightweight CNN and DS-GRU network for surveillance applications}, author = {Ullah, Amin and Muhammad, Khan and Ding, Weiping and Palade, Vasile and Haq, Ijaz Ul and Baik, Sung Wook}, journal = {Applied Soft Computing}, volume = {103}, pages = {107102}, year = {2021}, publisher = {Elsevier}, dimensions = {true}, doi = {10.1016/j.asoc.2021.107102}, } MTAP Deep-ReID: Deep features and autoencoder assisted image patching strategy for person re-identification in smart cities surveillance Samee Ullah Khan, Tanveer Hussain, Amin Ullah, and 1 more author Multimedia Tools and Applications, 2021 Bib HTML PDF @article{khan2021deep, author = {Khan, Samee Ullah and Hussain, Tanveer and Ullah, Amin and Baik, Sung Wook}, journal = {Multimedia Tools and Applications}, pages = {1--22}, year = {2021}, publisher = {Springer}, dimensions = {true}, doi = {10.1007/s11042-020-10145-8}, } 2020 Event-oriented 3D convolutional features selection and hash codes generation using PCA for video retrieval Amin Ullah, Khan Muhammad, Tanveer Hussain, and 2 more authors IEEE Access, 2020 Bib HTML PDF @article{ullah2020event, author = {Ullah, Amin and Muhammad, Khan and Hussain, Tanveer and Baik, Sung Wook and De Albuquerque, Victor Hugo C}, journal = {IEEE Access}, volume = {8}, pages = {196529--196540}, year = {2020}, publisher = {IEEE}, dimensions = {true}, doi = {10.1109/ACCESS.2020.3029834}, } Multiview summarization and activity recognition meet edge computing in IoT environments Tanveer Hussain, Khan Muhammad, Amin Ullah, and 5 more authors IEEE Internet of Things Journal, 2020 Bib HTML PDF Code @article{hussain2020multiview, title = {Multiview summarization and activity recognition meet edge computing in IoT environments}, author = {Hussain, Tanveer and Muhammad, Khan and Ullah, Amin and Del Ser, Javier and Gandomi, Amir H and Sajjad, Muhammad and Baik, Sung Wook and de Albuquerque, Victor Hugo C}, journal = {IEEE Internet of Things Journal}, volume = {8}, number = {12}, pages = {9634--9644}, year = {2020}, publisher = {IEEE}, dimensions = {true}, doi = {10.1109/JIOT.2020.3027483}, } One-shot learning for surveillance anomaly recognition using siamese 3d cnn Amin Ullah, Khan Muhammad, Killichbek Haydarov, and 3 more authors In 2020 International Joint Conference on Neural Networks (IJCNN), 2020 Bib HTML PDF @inproceedings{ullah2020one, title = {One-shot learning for surveillance anomaly recognition using siamese 3d cnn}, author = {Ullah, Amin and Muhammad, Khan and Haydarov, Killichbek and Haq, Ijaz Ul and Lee, Miyoung and Baik, Sung Wook}, booktitle = {2020 International Joint Conference on Neural Networks (IJCNN)}, pages = {1--8}, year = {2020}, organization = {IEEE}, dimensions = {true}, doi = {10.1109/IJCNN48605.2020.9207595}, } 2019 Cloud-assisted multiview video summarization using CNN and bidirectional LSTM Tanveer Hussain, Khan Muhammad, Amin Ullah, and 3 more authors IEEE Transactions on Industrial Informatics, 2019 Bib HTML PDF Code @article{hussain2019cloud, title = {Cloud-assisted multiview video summarization using CNN and bidirectional LSTM}, author = {Hussain, Tanveer and Muhammad, Khan and Ullah, Amin and Cao, Zehong and Baik, Sung Wook and de Albuquerque, Victor Hugo C}, journal = {IEEE Transactions on Industrial Informatics}, volume = {16}, number = {1}, pages = {77--86}, year = {2019}, publisher = {IEEE}, dimensions = {true}, doi = {10.1109/TII.2019.2929228}, } Action recognition using optimized deep autoencoder and CNN for surveillance data streams of non-stationary environments Amin Ullah, Khan Muhammad, Ijaz Ul Haq, and 1 more author Future Generation Computer Systems, 2019 Bib HTML PDF @article{ullah2019action, author = {Ullah, Amin and Muhammad, Khan and Haq, Ijaz Ul and Baik, Sung Wook}, journal = {Future Generation Computer Systems}, volume = {96}, pages = {386--397}, year = {2019}, publisher = {Elsevier}, dimensions = {true}, doi = {10.1016/j.future.2019.01.029}, } Sensors Violence detection using spatiotemporal features with 3D convolutional neural network Fath U Min Ullah, Amin Ullah, Khan Muhammad, and 2 more authors Sensors, 2019 Bib HTML PDF @article{ullah2019violence, title = {Violence detection using spatiotemporal features with 3D convolutional neural network}, author = {Ullah, Fath U Min and Ullah, Amin and Muhammad, Khan and Haq, Ijaz Ul and Baik, Sung Wook}, journal = {Sensors}, volume = {19}, number = {11}, pages = {2472}, year = {2019}, publisher = {MDPI}, dimensions = {true}, doi = {10.3390/s19112472}, } Personalized movie summarization using deep cnn-assisted facial expression recognition Ijaz Ul Haq, Amin Ullah, Khan Muhammad, and 2 more authors Complexity, 2019 Bib HTML PDF @article{ul2019personalized, title = {Personalized movie summarization using deep cnn-assisted facial expression recognition}, author = {Ul Haq, Ijaz and Ullah, Amin and Muhammad, Khan and Lee, Mi Young and Baik, Sung Wook}, journal = {Complexity}, volume = {2019}, pages = {1--10}, year = {2019}, publisher = {Hindawi Limited}, dimensions = {true}, doi = {10.1155/2019/3581419}, } IEEE IoTJ Efficient image recognition and retrieval on IoT-assisted energy-constrained platforms from big data repositories Irfan Mehmood, Amin Ullah, Khan Muhammad, and 5 more authors IEEE Internet of Things Journal, 2019 Bib HTML PDF @article{mehmood2019efficient, title = {Efficient image recognition and retrieval on IoT-assisted energy-constrained platforms from big data repositories}, author = {Mehmood, Irfan and Ullah, Amin and Muhammad, Khan and Deng, Der-Jiunn and Meng, Weizhi and Al-Turjman, Fadi and Sajjad, Muhammad and de Albuquerque, Victor Hugo C}, journal = {IEEE Internet of Things Journal}, volume = {6}, number = {6}, pages = {9246--9255}, year = {2019}, publisher = {IEEE}, dimensions = {true}, doi = {10.1109/JIOT.2019.2896151}, } IEEE Access DeepStar: Detecting starring characters in movies Ijaz Ul Haq, Khan Muhammad, Amin Ullah, and 1 more author IEEE Access, 2019 Bib HTML PDF @article{haq2019deepstar, title = {DeepStar: Detecting starring characters in movies}, author = {Haq, Ijaz Ul and Muhammad, Khan and Ullah, Amin and Baik, Sung Wook}, journal = {IEEE Access}, volume = {7}, pages = {9265--9272}, year = {2019}, publisher = {IEEE}, dimensions = {true}, doi = {10.1109/ACCESS.2018.2890560}, } JoCS Multi-grade brain tumor classification using deep CNN with extensive data augmentation Muhammad Sajjad, Salman Khan, Khan Muhammad, and 3 more authors Journal of computational science, 2019 Bib HTML PDF @article{sajjad2019multi, title = {Multi-grade brain tumor classification using deep CNN with extensive data augmentation}, author = {Sajjad, Muhammad and Khan, Salman 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}, } 2018 Activity recognition using temporal optical flow convolutional features and multilayer LSTM Amin Ullah, Khan Muhammad, Javier Del Ser, and 2 more authors IEEE Transactions on Industrial Electronics, 2018 Bib HTML PDF Code @article{ullah2018activity, title = {Activity recognition using temporal optical flow convolutional features and multilayer LSTM}, author = {Ullah, Amin and Muhammad, Khan and Del Ser, Javier and Baik, Sung Wook and de Albuquerque, Victor Hugo C}, journal = {IEEE Transactions on Industrial Electronics}, volume = {66}, number = {12}, pages = {9692--9702}, year = {2018}, publisher = {IEEE}, dimensions = {true}, doi = {10.1109/TIE.2018.2881943}, } Integrating salient colors with rotational invariant texture features for image representation in retrieval systems Muhammad Sajjad, Amin Ullah, Jamil Ahmad, and 3 more authors Multimedia Tools and Applications, 2018 Bib HTML PDF @article{sajjad2018integrating, title = {Integrating salient colors with rotational invariant texture features for image representation in retrieval systems}, author = {Sajjad, Muhammad and Ullah, Amin and Ahmad, Jamil and Abbas, Naveed and Rho, Seungmin and Baik, Sung Wook}, journal = {Multimedia Tools and Applications}, volume = {77}, pages = {4769--4789}, year = {2018}, publisher = {Springer}, dimensions = {true}, doi = {10.1007/s11042-017-5010-5}, } 2017 IEEE Access Action recognition in video sequences using deep bi-directional LSTM with CNN features Amin Ullah, Jamil Ahmad, Khan Muhammad, and 2 more authors IEEE access, 2017 Bib HTML PDF Code @article{ullah2017action, title = {Action recognition in video sequences using deep bi-directional LSTM with CNN features}, author = {Ullah, Amin and Ahmad, Jamil and Muhammad, Khan and Sajjad, Muhammad and Baik, Sung Wook}, journal = {IEEE access}, volume = {6}, pages = {1155--1166}, year = {2017}, publisher = {IEEE}, dimensions = {true}, doi = {10.1109/ACCESS.2017.2778011}, }