Amin Ullah

61 papers A* 1B 1Journal 55Unranked 3
YearRankTypeTitle / Venue / Authors
2026 — conf
Energy-Efficient Path Planning and Task Scheduling for UAV-Assisted Wireless Networks via Double Dueling Deep Q-Networks with LSTM.
CCNC
Amin Ullah, Qazi Mazhar ul Haq, Sajid Ali
2025 J jnl
SDN-Driven Multi-Objective Task Offloading in IoT-Enabled UAVs in Edge-Cloud Computing Using Double DQN.
IEEE Trans. Consumer Electron.
Amin Ullah, Ihsan Ullah, Qazi Mazhar ul Haq, Saddaf Rubab, Jamel Baili, Muhammad Attique Khan
2025 J jnl
The comprehensive clinical benefits of digital phenotyping: from broad adoption to full impact.
npj Digit. Medicine
Yingbo Zhang, Jiao Wang, Hui Zong, Rajeev K. Singla, Amin Ullah, Xingyun Liu, Rongrong Wu, Shumin Ren, Bairong Shen
2025 J jnl
Toward sustainable smart cities: applications, challenges, and future directions.
Int. J. Data Sci. Anal.
Amin Ullah, Saddam Hussain Khan, Irfan Ullah, Tariq Mahmood, Samra Nawazish, Zafar Ali, Amjad Rehman
2024 A* conf
CVAE-SM: A Conditional Variational Autoencoder with Style Modulation for Efficient Uncertainty Quantification.
ICRA
Amin Ullah, Taiqing Yan, Fuxin Li
2024 J jnl
Deep-ReID: deep features and autoencoder assisted image patching strategy for person re-identification in smart cities surveillance.
Multim. Tools Appl.
Samee Ullah Khan, Tanveer Hussain, Amin Ullah, Sung Wook Baik
2024 J jnl
Smart cities: the role of Internet of Things and machine learning in realizing a data-centric smart environment.
Complex Intell. Syst.
Amin Ullah, Syed Myhammad Anwar, Jianqiang Li, Lubna Nadeem, Tariq Mahmood, Amjad Rehman, Tanzila Saba
2024 J jnl
The Role of LLMs in Sustainable Smart Cities: Applications, Challenges, and Future Directions.
CoRR
Amin Ullah, Guilin Qi, Saddam Hussain, Irfan Ullah, Zafar Ali
2023 J jnl
A Comprehensive Review on Vision-Based Violence Detection in Surveillance Videos.
ACM Comput. Surv.
Fath U Min Ullah, Mohammad S. Obaidat, Amin Ullah, Khan Muhammad, Mohammad Hijji, Sung Wook Baik
2023 J jnl
AI-Driven Salient Soccer Events Recognition Framework for Next-Generation IoT-Enabled Environments.
IEEE Internet Things J.
Khan Muhammad, Hayat Ullah, Mohammad S. Obaidat, Amin Ullah, Arslan Munir, Muhammad Sajjad, Victor Hugo C. de Albuquerque
2023 J jnl
AI-based Bayesian inference scheme to recognize electroencephalogram signals for smart healthcare.
Clust. Comput.
Puah Jia Hong, Muhammad Adeel Asghar, Amin Ullah, Mohammad Shorfuzzaman, Mehedi Masud, Raja Majid Mehmood
2023 J jnl
Deep Learning Assists Surveillance Experts: Toward Video Data Prioritization.
IEEE Trans. Ind. Informatics
Tanveer Hussain, Fath U Min Ullah, Samee Ullah Khan, Amin Ullah, Umair Haroon, Khan Muhammad, Sung Wook Baik, Victor Hugo C. de Albuquerque
2023 J jnl
Efficient Person Reidentification for IoT-Assisted Cyber-Physical Systems.
IEEE Internet Things J.
Samee Ullah Khan, Ijaz Ul Haq, Noman Khan, Amin Ullah, Khan Muhammad, Huiling Chen, Sung Wook Baik, Victor Hugo C. de Albuquerque
2023 J jnl
LocateUAV: Unmanned Aerial Vehicle Location Estimation via Contextual Analysis in an IoT Environment.
IEEE Internet Things J.
Naqqash Dilshad, Amin Ullah, Jaeho Kim, Jeong-Wook Seo
2023 J jnl
Robust Counting in Overcrowded Scenes Using Batch-Free Normalized Deep ConvNet.
Comput. Syst. Sci. Eng.
Sana Zahir, Rafiullah Khan, Mohib Ullah, Muhammad Ishaq, Naqqash Dilshad, Amin Ullah, Mi Young Lee
2023 J jnl
Robust Deep Neural Network-Based Framework for Predicting and Classifying Capsid Protein Based on Biomedical Data.
IEEE Access
Anees Ur Rahman Khattak, Amin Ullah, Amjad Rehman, Tariq Mahmood, Qamar Wahid Khattak, Sarah Alotaibi, Saeed Ali Omer Bahaj
2022 J jnl
A Deep Sequence Learning Framework for Action Recognition in Small-Scale Depth Video Dataset.
Sensors
Mohammad Farhad Bulbul, Amin Ullah, Hazrat Ali, Daijin Kim
2022 J jnl
A Multi-Stream Sequence Learning Framework for Human Interaction Recognition.
IEEE Trans. Hum. Mach. Syst.
Umair Haroon, Amin Ullah, Tanveer Hussain, Waseem Ullah, Muhammad Sajjad, Khan Muhammad, Mi Young Lee, Sung Wook Baik
2022 J jnl
An intelligent system for complex violence pattern analysis and detection.
Int. J. Intell. Syst.
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
2022 J jnl
Artificial Intelligence of Things-assisted two-stream neural network for anomaly detection in surveillance Big Video Data.
Future Gener. Comput. Syst.
Waseem Ullah, Amin Ullah, Tanveer Hussain, Khan Muhammad, Ali Asghar Heidari, Javier Del Ser, Sung Wook Baik, Victor Hugo C. de Albuquerque
2022 J jnl
Deep Learning-Assisted Short-Term Power Load Forecasting Using Deep Convolutional LSTM and Stacked GRU.
Complex.
Fath U Min Ullah, Amin Ullah, Noman Khan, Mi Young Lee, Seungmin Rho, Sung Wook Baik
2022 J jnl
Enabling automation and edge intelligence over resource constraint IoT devices for smart home.
Neurocomputing
Mansoor Nasir, Khan Muhammad, Amin Ullah, Jamil Ahmad, Sung Wook Baik, Muhammad Sajjad
2021 — ch.
A Comparative Analysis of Efficient CNN-based Brain Tumor Classification Models.
Generalization with Deep Learning
Tanveer Hussain, Amin Ullah, Umair Haroon, Khan Muhammad, Sung Wook Baik
2021 J jnl
A Hybrid Deep CNN Model for Abnormal Arrhythmia Detection Based on Cardiac ECG Signal.
Sensors
Amin Ullah, Sadaqat ur Rehman, Shanshan Tu, Raja Majid Mehmood, Fawad, Muhammad Ehatisham-ul-Haq
2021 J jnl
A Review on Traditional Machine Learning and Deep Learning Models for WBCs Classification in Blood Smear Images.
IEEE Access
Siraj Khan, Muhammad Sajjad, Tanveer Hussain, Amin Ullah, Ali Shariq Imran
2021 J jnl
A weighted multi-feature transfer learning framework for intelligent medical decision making.
Appl. Soft Comput.
Yun Yang, Jing Guo, Qiongwei Ye, Yuelong Xia, Po Yang, Amin Ullah, Khan Muhammad
2021 J jnl
An Efficient Anomaly Recognition Framework Using an Attention Residual LSTM in Surveillance Videos.
Sensors
Waseem Ullah, Amin Ullah, Tanveer Hussain, Zulfiqar Ahmad Khan, Sung Wook Baik
2021 J jnl
Batteries State of Health Estimation via Efficient Neural Networks With Multiple Channel Charging Profiles.
IEEE Access
Noman Khan, Fath U Min Ullah, Afnan, Amin Ullah, Mi Young Lee, Sung Wook Baik
2021 J jnl
CNN features with bi-directional LSTM for real-time anomaly detection in surveillance networks.
Multim. Tools Appl.
Waseem Ullah, Amin Ullah, Ijaz Ul Haq, Khan Muhammad, Muhammad Sajjad, Sung Wook Baik
2021 J jnl
Conflux LSTMs Network: A Novel Approach for Multi-View Action Recognition.
Neurocomputing
Amin Ullah, Khan Muhammad, Tanveer Hussain, Sung Wook Baik
2021 J jnl
Deep Learning for Safe Autonomous Driving: Current Challenges and Future Directions.
IEEE Trans. Intell. Transp. Syst.
Khan Muhammad, Amin Ullah, Jaime Lloret, Javier Del Ser, Victor Hugo C. de Albuquerque
2021 J jnl
Densely Deformable Efficient Salient Object Detection Network.
CoRR
Tanveer Hussain, Saeed Anwar, Amin Ullah, Khan Muhammad, Sung Wook Baik
2021 J jnl
Efficient activity recognition using lightweight CNN and DS-GRU network for surveillance applications.
Appl. Soft Comput.
Amin Ullah, Khan Muhammad, Weiping Ding, Vasile Palade, Ijaz Ul Haq, Sung Wook Baik
2021 J jnl
Exploring 3D Human Action Recognition Using STACOG on Multi-View Depth Motion Maps Sequences.
Sensors
Mohammad Farhad Bulbul, Sadiya Tabussum, Hazrat Ali, Wenli Zheng, Mi Young Lee, Amin Ullah
2021 J jnl
Human action recognition using attention based LSTM network with dilated CNN features.
Future Gener. Comput. Syst.
Khan Muhammad, Mustaqeem, Amin Ullah, Ali Shariq Imran, Muhammad Sajjad, Mustafa Servet Kiran, Giovanna Sannino, Victor Hugo C. de Albuquerque
2021 J jnl
Multiview Summarization and Activity Recognition Meet Edge Computing in IoT Environments.
IEEE Internet Things J.
Tanveer Hussain, Khan Muhammad, Amin Ullah, Javier Del Ser, Amir H. Gandomi, Muhammad Sajjad, Sung Wook Baik, Victor Hugo C. de Albuquerque
2021 J jnl
SD-Net: Understanding overcrowded scenes in real-time via an efficient dilated convolutional neural network.
J. Real Time Image Process.
Noman Khan, Amin Ullah, Ijaz Ul Haq, Varun G. Menon, Sung Wook Baik
2021 J jnl
Splicing sites prediction of human genome using machine learning techniques.
Multim. Tools Appl.
Waseem Ullah, Khan Muhammad, Ijaz Ul Haq, Amin Ullah, Saeed Ullah Khattak, Muhammad Sajjad
2020 J jnl
A Novel CNN-GRU-Based Hybrid Approach for Short-Term Residential Load Forecasting.
IEEE Access
Muhammad Sajjad, Zulfiqar Ahmad Khan, Amin Ullah, Tanveer Hussain, Waseem Ullah, Mi Young Lee, Sung Wook Baik
2020 — conf
An Adaptive Filtering Technique for Segmentation of Tuberculosis in Microscopic Images.
NLPIR
Zulfiqar Ahmad Khan, Waseem Ullah, Amin Ullah, Seungmin Rho, Mi Young Lee, Sung Wook Baik
2020 J jnl
Classification of Arrhythmia by Using Deep Learning with 2-D ECG Spectral Image Representation.
CoRR
Amin Ullah, Syed Muhammad Anwar, Muhammad Bilal, Raja Majid Mehmood
2020 J jnl
Classification of Arrhythmia by Using Deep Learning with 2-D ECG Spectral Image Representation.
Remote. Sens.
Amin Ullah, Syed Muhammad Anwar, Muhammad Bilal, Raja Majid Mehmood
2020 J jnl
Cloud-Assisted Multiview Video Summarization Using CNN and Bidirectional LSTM.
IEEE Trans. Ind. Informatics
Tanveer Hussain, Khan Muhammad, Amin Ullah, Zehong Cao, Sung Wook Baik, Victor Hugo C. de Albuquerque
2020 J jnl
Deep Learning Assisted Buildings Energy Consumption Profiling Using Smart Meter Data.
Sensors
Amin Ullah, Kilichbek Haydarov, Ijaz Ul Haq, Khan Muhammad, Seungmin Rho, Mi Young Lee, Sung Wook Baik
2020 J jnl
Event-Oriented 3D Convolutional Features Selection and Hash Codes Generation Using PCA for Video Retrieval.
IEEE Access
Amin Ullah, Khan Muhammad, Tanveer Hussain, Sung Wook Baik, Victor Hugo C. de Albuquerque
2020 J jnl
Human Behavior Understanding in Big Multimedia Data Using CNN based Facial Expression Recognition.
Mob. Networks Appl.
Muhammad Sajjad, Sana Zahir, Amin Ullah, Zahid Akhtar, Khan Muhammad
2020 J jnl
Malicious UAV Detection Using Integrated Audio and Visual Features for Public Safety Applications.
Sensors
Sonain Jamil, Fawad, MuhibUr Rahman, Amin Ullah, Salman Badnava, Masoud Forsat, Seyed Sajad Mirjavadi
2020 B conf
One-Shot Learning for Surveillance Anomaly Recognition using Siamese 3D CNN.
IJCNN
Amin Ullah, Khan Muhammad, Kilichbek Haydarov, Ijaz Ul Haq, Mi Young Lee, Sung Wook Baik
2020 J jnl
Short-Term Prediction of Residential Power Energy Consumption via CNN and Multi-Layer Bi-Directional LSTM Networks.
IEEE Access
Fath U Min Ullah, Amin Ullah, Ijaz Ul Haq, Seungmin Rho, Sung Wook Baik
2020 J jnl
Towards Efficient Building Designing: Heating and Cooling Load Prediction via Multi-Output Model.
Sensors
Muhammad Sajjad, Samee Ullah Khan, Noman Khan, Ijaz Ul Haq, Amin Ullah, Mi Young Lee, Sung Wook Baik
2020 J jnl
Towards Efficient Electricity Forecasting in Residential and Commercial Buildings: A Novel Hybrid CNN with a LSTM-AE based Framework.
Sensors
Zulfiqar Ahmad Khan, Tanveer Hussain, Amin Ullah, Seungmin Rho, Mi Young Lee, Sung Wook Baik
2019 J jnl
Action recognition using optimized deep autoencoder and CNN for surveillance data streams of non-stationary environments.
Future Gener. Comput. Syst.
Amin Ullah, Khan Muhammad, Ijaz Ul Haq, Sung Wook Baik
2019 J jnl
Activity Recognition Using Temporal Optical Flow Convolutional Features and Multilayer LSTM.
IEEE Trans. Ind. Electron.
Amin Ullah, Khan Muhammad, Javier Del Ser, Sung Wook Baik, Victor Hugo C. de Albuquerque
2019 J jnl
DeepStar: Detecting Starring Characters in Movies.
IEEE Access
Ijaz Ul Haq, Khan Muhammad, Amin Ullah, Sung Wook Baik
2019 J jnl
Efficient Image Recognition and Retrieval on IoT-Assisted Energy-Constrained Platforms From Big Data Repositories.
IEEE Internet Things J.
Irfan Mehmood, Amin Ullah, Khan Muhammad, Der-Jiunn Deng, Weizhi Meng, Fadi Al-Turjman, Muhammad Sajjad, Victor Hugo C. de Albuquerque
2019 J jnl
Multi-grade brain tumor classification using deep CNN with extensive data augmentation.
J. Comput. Sci.
Muhammad Sajjad, Salman Khan, Khan Muhammad, Wanqing Wu, Amin Ullah, Sung Wook Baik
2019 — conf
Online optimization for Adaptive Scalable Video Transmission in SDN using Kernel-based ADP.
ICSPCS
Xiang Chen, Shuangwu Chen, Amin Ullah, Chaojie Yu, Jian Yang
2019 J jnl
Personalized Movie Summarization Using Deep CNN-Assisted Facial Expression Recognition.
Complex.
Ijaz Ul Haq, Amin Ullah, Khan Muhammad, Mi Young Lee, Sung Wook Baik
2019 J jnl
Violence Detection Using Spatiotemporal Features with 3D Convolutional Neural Network.
Sensors
Fath U Min Ullah, Amin Ullah, Khan Muhammad, Ijaz Ul Haq, Sung Wook Baik
2018 J jnl
Action Recognition in Video Sequences using Deep Bi-Directional LSTM With CNN Features.
IEEE Access
Amin Ullah, Jamil Ahmad, Khan Muhammad, Muhammad Sajjad, Sung Wook Baik
2018 J jnl
Integrating salient colors with rotational invariant texture features for image representation in retrieval systems.
Multim. Tools Appl.
Muhammad Sajjad, Amin Ullah, Jamil Ahmad, Naveed Abbas, Seungmin Rho, Sung Wook Baik