Amin Ullah

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 55

Top Topics

Rotational Invariant

Surveillance Videos

Top Venues

IEEE Internet Things J.

Multim. Tools Appl.

Publications

Amin Ullah, Guilin Qi, Saddam Hussain, Irfan Ullah, Zafar Ali
The Role of LLMs in Sustainable Smart Cities: Applications, Challenges, and Future Directions. CoRR (2024)
Samee Ullah Khan, Tanveer Hussain, Amin Ullah, Sung Wook Baik
Deep-ReID: deep features and autoencoder assisted image patching strategy for person re-identification in smart cities surveillance. Multim. Tools Appl. 83 (5) (2024)
Amin Ullah, Taiqing Yan, Fuxin Li
CVAE-SM: A Conditional Variational Autoencoder with Style Modulation for Efficient Uncertainty Quantification. ICRA (2024)
Sana Zahir, Rafiullah Khan, Mohib Ullah, Muhammad Ishaq, Naqqash Dilshad, Amin Ullah, Mi Young Lee
Robust Counting in Overcrowded Scenes Using Batch-Free Normalized Deep ConvNet. Comput. Syst. Sci. Eng. 46 (3) (2023)
Puah Jia Hong, Muhammad Adeel Asghar, Amin Ullah, Mohammad Shorfuzzaman, Mehedi Masud, Raja Majid Mehmood
AI-based Bayesian inference scheme to recognize electroencephalogram signals for smart healthcare. Clust. Comput. 26 (2) (2023)
Tanveer Hussain, Fath U. Min Ullah, Samee Ullah Khan, Amin Ullah, Umair Haroon, Khan Muhammad, Sung Wook Baik, Victor Hugo C. de Albuquerque
Deep Learning Assists Surveillance Experts: Toward Video Data Prioritization. IEEE Trans. Ind. Informatics 19 (7) (2023)
Fath U. Min Ullah, Mohammad S. Obaidat, Amin Ullah, Khan Muhammad, Mohammad Hijji, Sung Wook Baik
A Comprehensive Review on Vision-Based Violence Detection in Surveillance Videos. ACM Comput. Surv. 55 (10) (2023)
Khan Muhammad, Hayat Ullah, Mohammad S. Obaidat, Amin Ullah, Arslan Munir, Muhammad Sajjad, Victor Hugo C. de Albuquerque
AI-Driven Salient Soccer Events Recognition Framework for Next-Generation IoT-Enabled Environments. IEEE Internet Things J. 10 (3) (2023)
Naqqash Dilshad, Amin Ullah, Jaeho Kim, Jeong-Wook Seo
LocateUAV: Unmanned Aerial Vehicle Location Estimation via Contextual Analysis in an IoT Environment. IEEE Internet Things J. 10 (5) (2023)
Anees Ur Rahman Khattak, Amin Ullah, Amjad Rehman, Tariq Mahmood, Qamar Wahid Khattak, Sarah Alotaibi, Saeed Ali Omer Bahaj
Robust Deep Neural Network-Based Framework for Predicting and Classifying Capsid Protein Based on Biomedical Data. IEEE Access 11 (2023)
Samee Ullah Khan, Ijaz Ul Haq, Noman Khan, Amin Ullah, Khan Muhammad, Huiling Chen, Sung Wook Baik, Victor Hugo C. de Albuquerque
Efficient Person Reidentification for IoT-Assisted Cyber-Physical Systems. IEEE Internet Things J. 10 (21) (2023)
Fath U. Min Ullah, Mohammad S. Obaidat, Khan Muhammad, Amin Ullah, Sung Wook Baik, Fabio Cuzzolin, Joel J. P. C. Rodrigues, Victor Hugo C. de Albuquerque
An intelligent system for complex violence pattern analysis and detection. Int. J. Intell. Syst. 37 (12) (2022)
Fath U. Min Ullah, Amin Ullah, Noman Khan, Mi Young Lee, Seungmin Rho, Sung Wook Baik
Deep Learning-Assisted Short-Term Power Load Forecasting Using Deep Convolutional LSTM and Stacked GRU. Complex. 2022 (2022)
Waseem Ullah, Amin Ullah, Tanveer Hussain, Khan Muhammad, Ali Asghar Heidari, Javier Del Ser, Sung Wook Baik, Victor Hugo C. de Albuquerque
Artificial Intelligence of Things-assisted two-stream neural network for anomaly detection in surveillance Big Video Data. Future Gener. Comput. Syst. 129 (2022)
Umair Haroon, Amin Ullah, Tanveer Hussain, Waseem Ullah, Muhammad Sajjad, Khan Muhammad, Mi Young Lee, Sung Wook Baik
A Multi-Stream Sequence Learning Framework for Human Interaction Recognition. IEEE Trans. Hum. Mach. Syst. 52 (3) (2022)
Mansoor Nasir, Khan Muhammad, Amin Ullah, Jamil Ahmad, Sung Wook Baik, Muhammad Sajjad
Enabling automation and edge intelligence over resource constraint IoT devices for smart home. Neurocomputing 491 (2022)
Mohammad Farhad Bulbul, Amin Ullah, Hazrat Ali, Daijin Kim
A Deep Sequence Learning Framework for Action Recognition in Small-Scale Depth Video Dataset. Sensors 22 (18) (2022)
Amin Ullah, Khan Muhammad, Weiping Ding, Vasile Palade, Ijaz Ul Haq, Sung Wook Baik
Efficient activity recognition using lightweight CNN and DS-GRU network for surveillance applications. Appl. Soft Comput. 103 (2021)
Noman Khan, Amin Ullah, Ijaz Ul Haq, Varun G. Menon, Sung Wook Baik
SD-Net: Understanding overcrowded scenes in real-time via an efficient dilated convolutional neural network. J. Real Time Image Process. 18 (5) (2021)
Noman Khan, Fath U. Min Ullah, Afnan, Amin Ullah, Mi Young Lee, Sung Wook Baik
Batteries State of Health Estimation via Efficient Neural Networks With Multiple Channel Charging Profiles. IEEE Access 9 (2021)
Waseem Ullah, Amin Ullah, Ijaz Ul Haq, Khan Muhammad, Muhammad Sajjad, Sung Wook Baik
CNN features with bi-directional LSTM for real-time anomaly detection in surveillance networks. Multim. Tools Appl. 80 (11) (2021)
Tanveer Hussain, Khan Muhammad, Amin Ullah, Javier Del Ser, Amir H. Gandomi, Muhammad Sajjad, Sung Wook Baik, Victor Hugo C. de Albuquerque
Multiview Summarization and Activity Recognition Meet Edge Computing in IoT Environments. IEEE Internet Things J. 8 (12) (2021)
Khan Muhammad, Mustaqeem, Amin Ullah, Ali Shariq Imran, Muhammad Sajjad, Mustafa Servet Kiran, Giovanna Sannino, Victor Hugo C. de Albuquerque
Human action recognition using attention based LSTM network with dilated CNN features. Future Gener. Comput. Syst. 125 (2021)
Tanveer Hussain, Saeed Anwar, Amin Ullah, Khan Muhammad, Sung Wook Baik
Densely Deformable Efficient Salient Object Detection Network. CoRR (2021)
Khan Muhammad, Amin Ullah, Jaime Lloret, Javier Del Ser, Victor Hugo C. de Albuquerque
Deep Learning for Safe Autonomous Driving: Current Challenges and Future Directions. IEEE Trans. Intell. Transp. Syst. 22 (7) (2021)
Yun Yang, Jing Guo, Qiongwei Ye, Yuelong Xia, Po Yang, Amin Ullah, Khan Muhammad
A weighted multi-feature transfer learning framework for intelligent medical decision making. Appl. Soft Comput. 105 (2021)
Amin Ullah, Khan Muhammad, Tanveer Hussain, Sung Wook Baik
Conflux LSTMs Network: A Novel Approach for Multi-View Action Recognition. Neurocomputing 435 (2021)
Siraj Khan, Muhammad Sajjad, Tanveer Hussain, Amin Ullah, Ali Shariq Imran
A Review on Traditional Machine Learning and Deep Learning Models for WBCs Classification in Blood Smear Images. IEEE Access 9 (2021)
Waseem Ullah, Khan Muhammad, Ijaz Ul Haq, Amin Ullah, Saeed Ullah Khattak, Muhammad Sajjad
Splicing sites prediction of human genome using machine learning techniques. Multim. Tools Appl. 80 (20) (2021)
Amin Ullah, Sadaqat ur Rehman, Shanshan Tu, Raja Majid Mehmood, Fawad, Muhammad Ehatisham-ul-Haq
A Hybrid Deep CNN Model for Abnormal Arrhythmia Detection Based on Cardiac ECG Signal. Sensors 21 (3) (2021)
Waseem Ullah, Amin Ullah, Tanveer Hussain, Zulfiqar Ahmad Khan, Sung Wook Baik
An Efficient Anomaly Recognition Framework Using an Attention Residual LSTM in Surveillance Videos. Sensors 21 (8) (2021)
Mohammad Farhad Bulbul, Sadiya Tabussum, Hazrat Ali, Wenli Zheng, Mi Young Lee, Amin Ullah
Exploring 3D Human Action Recognition Using STACOG on Multi-View Depth Motion Maps Sequences. Sensors 21 (11) (2021)
Zulfiqar Ahmad Khan, Waseem Ullah, Amin Ullah, Seungmin Rho, Mi Young Lee, Sung Wook Baik
An Adaptive Filtering Technique for Segmentation of Tuberculosis in Microscopic Images. NLPIR (2020)
Fath U. Min Ullah, Amin Ullah, Ijaz Ul Haq, Seungmin Rho, Sung Wook Baik
Short-Term Prediction of Residential Power Energy Consumption via CNN and Multi-Layer Bi-Directional LSTM Networks. IEEE Access 8 (2020)
Zulfiqar Ahmad Khan, Tanveer Hussain, Amin Ullah, Seungmin Rho, Mi Young Lee, Sung Wook Baik
Towards Efficient Electricity Forecasting in Residential and Commercial Buildings: A Novel Hybrid CNN with a LSTM-AE based Framework. Sensors 20 (5) (2020)
Amin Ullah, Syed Muhammad Anwar, Muhammad Bilal, Raja Majid Mehmood
Classification of Arrhythmia by Using Deep Learning with 2-D ECG Spectral Image Representation. CoRR (2020)
Tanveer Hussain, Khan Muhammad, Amin Ullah, Zehong Cao, Sung Wook Baik, Victor Hugo C. de Albuquerque
Cloud-Assisted Multiview Video Summarization Using CNN and Bidirectional LSTM. IEEE Trans. Ind. Informatics 16 (1) (2020)
Sonain Jamil, Fawad, MuhibUr Rahman, Amin Ullah, Salman Badnava, Masoud Forsat, Seyed Sajad Mirjavadi
Malicious UAV Detection Using Integrated Audio and Visual Features for Public Safety Applications. Sensors 20 (14) (2020)
Amin Ullah, Khan Muhammad, Kilichbek Haydarov, Ijaz Ul Haq, Mi Young Lee, Sung Wook Baik
One-Shot Learning for Surveillance Anomaly Recognition using Siamese 3D CNN. IJCNN (2020)
Muhammad Sajjad, Zulfiqar Ahmad Khan, Amin Ullah, Tanveer Hussain, Waseem Ullah, Mi Young Lee, Sung Wook Baik
A Novel CNN-GRU-Based Hybrid Approach for Short-Term Residential Load Forecasting. IEEE Access 8 (2020)
Amin Ullah, Kilichbek Haydarov, Ijaz Ul Haq, Khan Muhammad, Seungmin Rho, Mi Young Lee, Sung Wook Baik
Deep Learning Assisted Buildings Energy Consumption Profiling Using Smart Meter Data. Sensors 20 (3) (2020)
Muhammad Sajjad, Sana Zahir, Amin Ullah, Zahid Akhtar, Khan Muhammad
Human Behavior Understanding in Big Multimedia Data Using CNN based Facial Expression Recognition. Mob. Networks Appl. 25 (4) (2020)
Amin Ullah, Syed Muhammad Anwar, Muhammad Bilal, Raja Majid Mehmood
Classification of Arrhythmia by Using Deep Learning with 2-D ECG Spectral Image Representation. Remote. Sens. 12 (10) (2020)
Muhammad Sajjad, Samee Ullah Khan, Noman Khan, Ijaz Ul Haq, Amin Ullah, Mi Young Lee, Sung Wook Baik
Towards Efficient Building Designing: Heating and Cooling Load Prediction via Multi-Output Model. Sensors 20 (22) (2020)
Amin Ullah, Khan Muhammad, Tanveer Hussain, Sung Wook Baik, Victor Hugo C. de Albuquerque
Event-Oriented 3D Convolutional Features Selection and Hash Codes Generation Using PCA for Video Retrieval. IEEE Access 8 (2020)
Amin Ullah, Khan Muhammad, Ijaz Ul Haq, Sung Wook Baik
Action recognition using optimized deep autoencoder and CNN for surveillance data streams of non-stationary environments. Future Gener. Comput. Syst. 96 (2019)
Ijaz Ul Haq, Amin Ullah, Khan Muhammad, Mi Young Lee, Sung Wook Baik
Personalized Movie Summarization Using Deep CNN-Assisted Facial Expression Recognition. Complex. 2019 (2019)
Irfan Mehmood, Amin Ullah, Khan Muhammad, Der-Jiunn Deng, Weizhi Meng, Fadi Al-Turjman, Muhammad Sajjad, Victor Hugo C. de Albuquerque
Efficient Image Recognition and Retrieval on IoT-Assisted Energy-Constrained Platforms From Big Data Repositories. IEEE Internet Things J. 6 (6) (2019)
Fath U. Min Ullah, Amin Ullah, Khan Muhammad, Ijaz Ul Haq, Sung Wook Baik
Violence Detection Using Spatiotemporal Features with 3D Convolutional Neural Network. Sensors 19 (11) (2019)
Amin Ullah, Khan Muhammad, Javier Del Ser, Sung Wook Baik, Victor Hugo C. de Albuquerque
Activity Recognition Using Temporal Optical Flow Convolutional Features and Multilayer LSTM. IEEE Trans. Ind. Electron. 66 (12) (2019)
Xiang Chen, Shuangwu Chen, Amin Ullah, Chaojie Yu, Jian Yang
Online optimization for Adaptive Scalable Video Transmission in SDN using Kernel-based ADP. ICSPCS (2019)
Muhammad Sajjad, Salman Khan, Khan Muhammad, Wanqing Wu, Amin Ullah, Sung Wook Baik
Multi-grade brain tumor classification using deep CNN with extensive data augmentation. J. Comput. Sci. 30 (2019)
Ijaz Ul Haq, Khan Muhammad, Amin Ullah, Sung Wook Baik
DeepStar: Detecting Starring Characters in Movies. IEEE Access 7 (2019)
Muhammad Sajjad, Amin Ullah, Jamil Ahmad, Naveed Abbas, Seungmin Rho, Sung Wook Baik
Integrating salient colors with rotational invariant texture features for image representation in retrieval systems. Multim. Tools Appl. 77 (4) (2018)
Amin Ullah, Jamil Ahmad, Khan Muhammad, Muhammad Sajjad, Sung Wook Baik
Action Recognition in Video Sequences using Deep Bi-Directional LSTM With CNN Features. IEEE Access 6 (2018)