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Ijaz Ul Haq
Ijaz Ul Haq
Postdoctoral Fellow at University of Michigan
Verified email at umich.edu - Homepage
Title
Cited by
Cited by
Year
CNN features with bi-directional LSTM for real-time anomaly detection in surveillance networks
W Ullah, A Ullah, IU Haq, K Muhammad, M Sajjad, SW Baik
Multimedia tools and applications 80, 16979-16995, 2021
1922021
Violence detection using spatiotemporal features with 3D convolutional neural network
FUM Ullah, A Ullah, K Muhammad, IU Haq, SW Baik
Sensors 19 (11), 2472, 2019
1772019
Action recognition using optimized deep autoencoder and CNN for surveillance data streams of non-stationary environments
A Ullah, K Muhammad, IU Haq, SW Baik
Future Generation Computer Systems 96, 386-397, 2019
1592019
Short-term prediction of residential power energy consumption via CNN and multi-layer bi-directional LSTM networks
FUM Ullah, A Ullah, IU Haq, S Rho, SW Baik
IEEE Access 8, 123369-123380, 2019
1402019
Efficient activity recognition using lightweight CNN and DS-GRU network for surveillance applications
A Ullah, K Muhammad, W Ding, V Palade, IU Haq, SW Baik
Applied Soft Computing 103, 107102, 2021
1002021
Cover the violence: A novel Deep-Learning-Based approach towards violence-detection in movies
SU Khan, IU Haq, S Rho, SW Baik, MY Lee
Applied Sciences 9 (22), 4963, 2019
882019
DB-Net: A novel dilated CNN based multi-step forecasting model for power consumption in integrated local energy systems
N Khan, IU Haq, SU Khan, S Rho, MY Lee, SW Baik
International Journal of Electrical Power & Energy Systems 133, 107023, 2021
792021
Deep learning assisted buildings energy consumption profiling using smart meter data
A Ullah, K Haydarov, I Ul Haq, K Muhammad, S Rho, M Lee, SW Baik
Sensors 20 (3), 873, 2020
612020
AI-assisted edge vision for violence detection in IoT-based industrial surveillance networks
FUM Ullah, K Muhammad, IU Haq, N Khan, AA Heidari, SW Baik, ...
IEEE Transactions on Industrial Informatics 18 (8), 5359-5370, 2021
512021
Efficient short-term electricity load forecasting for effective energy management
ZA Khan, A Ullah, IU Haq, M Hamdy, GM Mauro, K Muhammad, M Hijji, ...
Sustainable Energy Technologies and Assessments 53, 102337, 2022
492022
Robust image hashing based efficient authentication for smart industrial environment
M Sajjad, IU Haq, J Lloret, W Ding, K Muhammad
IEEE Transactions on Industrial Informatics 15 (12), 6541-6550, 2019
452019
Towards efficient building designing: Heating and cooling load prediction via multi-output model
M Sajjad, SU Khan, N Khan, IU Haq, A Ullah, MY Lee, SW Baik
Sensors 20 (22), 6419, 2020
442020
DeepStar: Detecting starring characters in movies
IU Haq, K Muhammad, A Ullah, SW Baik
IEEE Access 7, 9265-9272, 2019
442019
SD-Net: Understanding overcrowded scenes in real-time via an efficient dilated convolutional neural network
N Khan, A Ullah, IU Haq, VG Menon, SW Baik
Journal of Real-Time Image Processing 18, 1729-1743, 2021
432021
Sequential learning-based energy consumption prediction model for residential and commercial sectors
IU Haq, A Ullah, SU Khan, N Khan, MY Lee, S Rho, SW Baik
Mathematics 9 (6), 605, 2021
432021
Personalized movie summarization using deep cnn-assisted facial expression recognition
I Ul Haq, A Ullah, K Muhammad, MY Lee, SW Baik
Complexity 2019, 1-10, 2019
392019
AB-net: A novel deep learning assisted framework for renewable energy generation forecasting
N Khan, FUM Ullah, IU Haq, SU Khan, MY Lee, SW Baik
Mathematics 9 (19), 2456, 2021
382021
One-shot learning for surveillance anomaly recognition using siamese 3d cnn
A Ullah, K Muhammad, K Haydarov, IU Haq, M Lee, SW Baik
2020 international joint conference on neural networks (IJCNN), 1-8, 2020
382020
Automated wheat diseases classification framework using advanced machine learning technique
H Khan, IU Haq, M Munsif, Mustaqeem, SU Khan, MY Lee
Agriculture 12 (8), 1226, 2022
332022
Movie scene segmentation using object detection and set theory
IU Haq, K Muhammad, T Hussain, S Kwon, M Sodanil, SW Baik, MY Lee
International Journal of Distributed Sensor Networks 15 (6), 1550147719845277, 2019
322019
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