258 citations · 429 across the 10 of their papers we have counts for
10 papers
Leveraging machine learning for less developed languages: Progress on Urdu text detection
Hazrat Ali
Text detection in natural scene images has applications for autonomous driving, navigation help for elderly and blind people. However, the research on Urdu text detection is usuall…
Urdu text in natural scene images: a new dataset and preliminary text detection
Hazrat Ali, Khalid Iqbal, Ghulam Mujtaba +4
Text detection in natural scene images for content analysis is an interesting task. The research community has seen some great developments for English/Mandarin text detection. How…
Towards Secure IoT Communication with Smart Contracts in a Blockchain Infrastructure
Jawad Ali, Toqeer Ali, Shahrulniza Musa +1
The Internet of Things (IoT) is undergoing rapid growth in the IT industry, but, it continues to be associated with several security and privacy concerns as a result of its massive…
Pioneer dataset and automatic recognition of Urdu handwritten characters using a deep autoencoder and convolutional neural network
Hazrat Ali, Ahsan Ullah, Talha Iqbal +1
Automatic recognition of Urdu handwritten digits and characters, is a challenging task. It has applications in postal address reading, bank's cheque processing, and digitization an…
Seizure Prediction Using Bidirectional LSTM
Hazrat Ali, Feroz Karim, Junaid Javed Qureshi +2
Approximately, 50 million people in the world are affected by epilepsy. For patients, the anti-epileptic drugs are not always useful and these drugs may have undesired side effects…
Understanding and Partitioning Mobile Traffic using Internet Activity Records Data -- A Spatiotemporal Approach
Kashif Sultan, Hazrat Ali, Haris Anwaar +3
The internet activity records (IARs) of a mobile cellular network posses significant information which can be exploited to identify the network's efficacy and the mobile users' beh…
KNN and ANN-based Recognition of Handwritten Pashto Letters using Zoning Features
Sulaiman Khan, Hazrat Ali, Zahid Ullah +3
This paper presents a recognition system for handwritten Pashto letters. However, handwritten character recognition is a challenging task. These letters not only differ in shape an…
3D human action analysis and recognition through GLAC descriptor on 2D motion and static posture images
Mohammad Farhad Bulbul, Saiful Islam, Hazrat Ali
In this paper, we present an approach for identification of actions within depth action videos. First, we process the video to get motion history images (MHIs) and static history i…
Generative Adversarial Network for Medical Images (MI-GAN)
Talha Iqbal, Hazrat Ali
Deep learning algorithms produces state-of-the-art results for different machine learning and computer vision tasks. To perform well on a given task, these algorithms require large…
Supervised classification for object identification in urban areas using satellite imagery
Hazrat Ali, Adnan Ali Awan, Sanaullah Khan +3
This paper presents a useful method to achieve classification in satellite imagery. The approach is based on pixel level study employing various features such as correlation, homog…