Search Results for author: Talha Iqbal

Found 5 papers, 1 papers with code

Review on Classification Techniques used in Biophysiological Stress Monitoring

no code implementations28 Oct 2022 Talha Iqbal, Adnan Elahi, Atif Shahzad, William Wijns

Cardiovascular activities are directly related to the response of a body in a stressed condition.

Classification EEG

Coconut trees detection and segmentation in aerial imagery using mask region-based convolution neural network

no code implementations10 May 2021 Muhammad Shakaib Iqbal, Hazrat Ali, Son N. Tran, Talha Iqbal

Food resources face severe damages under extraordinary situations of catastrophes such as earthquakes, cyclones, and tsunamis.

Segmentation

Segmentation of Lungs in Chest X-Ray Image Using Generative Adversarial Networks

no code implementations12 Sep 2020 Faizan Munawar, Shoaib Azmat, Talha Iqbal, Christer Grönlund, Hazrat Ali

In our work, the generator of the GAN is trained to generate a segmented mask of a given input CXR.

Pioneer dataset and automatic recognition of Urdu handwritten characters using a deep autoencoder and convolutional neural network

no code implementations17 Dec 2019 Hazrat Ali, Ahsan Ullah, Talha Iqbal, Shahid Khattak

More specifically, we use a two-layer and a three-layer deep autoencoder network and convolutional neural network and evaluate the two frameworks in terms of recognition accuracy.

Generative Adversarial Network for Medical Images (MI-GAN)

1 code implementation1 Oct 2018 Talha Iqbal, Hazrat Ali

The proposed model achieves a dice coefficient of 0. 837 on STARE dataset and 0. 832 on DRIVE dataset which is state-of-the-art performance on both the datasets.

Generative Adversarial Network

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