@article{ullah2024ICRA,author={Ullah, Amin and Yan, Taiqing and Li, Fuxin},journal={IEEE International Conference on Robotics and Automation (ICRA)},volume={0},number={0},pages={10786-10792},year={2024},publisher={IEEE},dimensions={true},doi={10.1109/ICRA57147.2024.10611160},dataset={https://drive.google.com/drive/folders/1dL5-hos6iCvAwG2qCPWT7DIbdND3y4_2?usp=sharing},}
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
@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
@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
@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
@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
@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
@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
@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
@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},dataset={https://github.com/hayatkhan8660-maker/SVE-Dataset},}
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
@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
@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
@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
@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},}
@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
@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
@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
@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
@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
@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
@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
@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
@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
@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
@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
@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
@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
@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
@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},}
