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Muhammad Ahmad
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A fast and compact 3-d cnn for hyperspectral image classification
M Ahmad, AM Khan, M Mazzara, S Distefano, M Ali, MS Sarfraz
IEEE Geoscience and Remote Sensing Letters, 2020
1092020
A PLS-SEM Neural Network Approach for Understanding Cryptocurrency Adoption
O Sohaib, W Hussain, M Asif, M Ahmad, M Mazzara
IEEE Access 8, 13138-13150, 2019
722019
Hyperspectral Image Classification—Traditional to Deep Models: A Survey for Future Prospects
M Ahmad, S Shabbir, SK Roy, D Hong, X Wu, J Yao, AM Khan, ...
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2021
69*2021
Spatial Prior Fuzziness Pool-Based Interactive Classification of Hyperspectral Images
M Ahmad, A Khan, AM Khan, M Mazzara, S Distefano, A Sohaib, ...
Remote Sensing 11 (9), 1136, 2019
572019
A New Statistical Approach for Band Clustering and Band Selection Using K-Means Clustering
M Ahmad, et. al.
International Journal of Engineering and Technology 3 (6), 606-614, 2011
532011
A Novel Stacked CNN for Malarial Parasite Detection in Thin Blood Smear Images
M Umer, S Sadiq, M Ahmad, S Ullah, GS Choi, A Mehmood
IEEE Access 8, 93782-93792, 2020
502020
Duplicate Questions Pair Detection Using Siamese MaLSTM
Z Imtiaz, M Umer, M Ahmad, S Ullah, GS Choi, A Mehmood
IEEE Access 8, 21932-21942, 2020
442020
Spatial-prior generalized fuzziness extreme learning machine autoencoder-based active learning for hyperspectral image classification
M Ahmad, S Shabbir, D Oliva, M Mazzara, S Distefano
Optik 206, 163712, 2020
382020
Segmented and non-segmented stacked denoising autoencoder for hyperspectral band reduction
M Ahmad, MA Alqarni, AM Khan, R Hussain, M Mazzara, S Distefano
Optik 180, 370-378, 2019
372019
Using deep features for video scene detection and annotation
S Protasov, AM Khan, K Sozykin, M Ahmad
Signal, Image and Video Processing 12 (5), 991-999, 2018
342018
Classification of Shopify App User Reviews Using Novel Multi Text Features
F Rustam, A Mehmood, M Ahmad, S Ullah, DM Khan, GS Choi
IEEE Access 8, 30234-30244, 2020
332020
Multi-layer Extreme Learning Machine-based Autoencoder for Hyperspectral Image Classification
M Ahmad, AM Khan, M Mazzara, S Distefano
VISAPP'19, 2019
332019
Fuzziness-based active learning framework to enhance hyperspectral image classification performance for discriminative and generative classifiers
M. Ahmad, S. Protasov, AM. Khan, R. Hussain, AM. Khattak, WA. Khan
Plos one 13 (1), 2018
312018
Artifacts of different dimension reduction methods on hybrid CNN feature hierarchy for Hyperspectral Image Classification
M Ahmad, S Shabbir, RA Raza, M Mazzara, S Distefano, AM Khan
Optik 246, 167757, 2021
30*2021
Graph-based Spatial-Spectral Feature Learning for Hyperspectral Image Classification
M Ahmad, AM Khan, R Hussain
IET image processing, 2017
302017
Real-time image dehazing by superpixels segmentation and guidance filter
H Hassan, AK Bashir, M Ahmad, VG Menon, IU Afridi, R Nawaz, B Luo
Journal of Real-Time Image Processing 18 (5), 1555-1575, 2021
272021
A reference architecture for smart and software-defined buildings
M Mazzara, I Afanasyev, SR Sarangi, S Distefano, V Kumar, M Ahmad
2019 IEEE International Conference on Smart Computing (SMARTCOMP), 167-172, 2019
262019
Metric similarity regularizer to enhance pixel similarity performance for hyperspectral unmixing
M Ahmad, et. al.
Optik 140, 86–95, 2017
262017
Gait Fingerprinting-based User Identification on Smartphones
M Ahmad, et. al.
2016 International Joint Conference on Neural Networks (IJCNN), 3060-3067, 2016
262016
Multiclass Non-Randomized Spectral–Spatial Active Learning for Hyperspectral Image Classification
M Ahmad, M Mazzara, RA Raza, S Distefano, M Asif, MS Sarfraz, ...
Applied Sciences 10 (14), 4739, 2020
222020
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Articles 1–20