Publications
2025
Medical Image Analysis (MIA) under-review
Leveraging Sparse Annotations for Leukemia Diagnosis on the Large Leukemia Dataset
Abdul Rehman, Talha Meraj, Aiman Mahmood Minhas, Ayisha Imran, Mohsen Ali, Waqas Sultani, Mubarak Shah
Winter Conference on Applications of Computer Vision (WACV)
Cross-view meets diffusion: Aerial image synthesis with geometry and text guidance
Ahmad Arrabi, Xiaohan Zhang, Waqas Sultani, Chen Chen, Safwan Wshah
International Journal of Computer Vision (IJCV)
Leveraging Sparse Annotations for Leukemia Diagnosis on the Large Leukemia Dataset
Muhammad Atif Butt, Hassan Ali, Adnan Qayyum, Waqas Sultani, Ala Al-Fuqaha, Junaid Qadir
Biomedical Signal Processing and Control
Joint Stream: Malignant Region Learning for Breast Cancer Diagnosis
Abdul Rehman, Sarfaraz Hussein, Waqas Sultani
arXiv (under-review)
TLAC: Two-stage LMM Augmented CLIP for Zero-Shot Classification
Ans Munir, Faisal Z Qureshi, Muhammad Haris Khan, Mohsen Ali
2024
Medical Image Computing and Computer Assisted Intervention (MICCAI)
Few-Shot Domain Adaptive Object Detection for Microscopic Images
Sumayya Inayat, Nimra Dilawar, Waqas Sultani, Mohsen Ali
Medical Image Computing and Computer Assisted Intervention (MICCAI)
A Large-scale Multi Domain Leukemia Dataset for the White Blood Cells Detection with Morphological Attributes for Explainability
Abdul Rehman, Talha Meraj, Aiman Mahmood Minhas, Ayisha Imran, Mohsen Ali, Waqas Sultani
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
GeoDTR+: toward generic cross-view geolocalization via geometric disentanglement
Xiaohan Zhang, Xingyu Li, Waqas Sultani, Chen Chen, Safwan Wshah
International Journal of Computer Vision (IJCV)
Image and object geo-localization
Daniel Wilson, Xiaohan Zhang, Waqas Sultani, Safwan Wshah/span>
International Conference on Digital Image Computing Techniques and Applications (DICTA)
Perturbing Dominant Feature Modes for Single Domain-Generalized Object Detection
Muhammad Sohail Danish, Javed Iqbal, Mohsen Ali, M Saquib Sarfraz, Salman Khan, Muhammad Haris Khan
International Conference on Digital Image Computing Techniques and Applications (DICTA)
Attention Based Simple Primitives for Open-World Compositional Zero-Shot Learning
Ans Munir, Faisal Z Qureshi, Muhammad Haris Khan, Mohsen Ali
US Patent
Apparatus and method for detecting keypoint based on deep learning using information change across receptive fields
Yong-Ju Cho, Jeong-Il Seo, Rehan Hafiz, Mohsen Ali, Muhammad Faisal, Usama Sadiq, ARIF Tabasher
Expert Systems with Applications
A novel approach to three-way decision model under fuzzy soft dominance degree relations and emergency situation
Abbas Ali, Noor Rehman, Mohsan Ali, Kostaq Hila/span>
Conference on Computer Vision and Pattern Recognition (CVPR)
Improving Single Domain-Generalized Object Detection: A Focus on Diversification and Alignment
Muhammad Sohail Danish, Muhammad Haris Khan, Muhammad Akhtar Munir, M Saquib Sarfraz, Mohsen Ali
2023
Neural Computing and Applications
Cross-Region Building Counting in Satellite Imagery using Counting Consistency
Muaaz Zakria, Hamza Rawal, Waqas Sultani, Mohsen Ali
ISPRS Journal of Photogrammetry and Remote Sensing (JPRS)
Leveraging Topology for Domain Adaptive Road Segmentation in Satellite and Aerial Imagery
Javed Iqbal, Aliza Masood, Waqas Sultani, Mohsen Ali
IEEE ACCESS
CloudUP—Upsampling Vibrant Color Point Clouds Using Multi-Scale Spatial Attention
Yongju Cho, Rimsha Tariq, Usama Hassan, Javed Iqbal, Abdul Basit, Hyon-Gon Choo, Rehan Hafiz, Mohsen Ali
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
Domain Adaptive Object Detection via Balancing between Self-Training and Adversarial Learning
Muhammad Akhtar Munir, Muhammad Haris Khan, M. Saquib Sarfraz, and Mohsen Ali
IEEE Transactions on Computational Social Systems
Detection and Localization of Firearm Carriers in Complex Scenes for Improved Safety Measures
Arif Mahmood, Abdul Basit, Muhammad Akhtar Munir, Mohsen Ali
2022
IEEE Geoscience and Remote Sensing Letters (GRSL)
Mapping Temporary Slums From Satellite Imagery Using a Semi-Supervised Approach
M. Fasi Ur Rehman, Izza Aftab, Waqas Sultani, Mohsen Ali
Conference on Computer Vision and Pattern Recognition (CVPR)
Towards Low-Cost and Efficient Malaria Detection
Waqas Sultani, Wajahat Nawaz, Syed Javed, Muhammad Sohail Danish, Asma Saadia, Mohsen Ali
Conference on Neural Information Processing Systems (NeurIPS)
Towards Improving Calibration in Object Detection Under Domain Shift
Muhammad Akhtar Munir, Muhammad Haris Khan, Muhammad Saquib Sarfraz, Mohsen Ali
Neurocomputing
FogAdapt: Self-Supervised Domain Adaptation for Semantic Segmentation of Foggy Images
Javed Iqbal, Rehan Hafiz, Mohsen Ali
Image and Vision Computing
Distribution regularized self-supervised learning for domain adaptation of semantic segmentation
Javed Iqbal, Hamza Rawal, Rehan Hafiz, Yu-Tseh Chi, Mohsen Ali
Neural Computing and Applications
Fake visual content detection using two-stream convolutional neural networks
Bilal Yousaf, Muhammad Usama, Waqas Sultani, Arif Mahmood, Junaid Qadir
2021
Computers in Biology and Medicine (CBM)
Estimation of BMI from facial images using semantic segmentation based region-aware pooling
Nadeem Yousaf, Sarfaraz Hussein and Waqas Sultani
Neural Computing and Applications
A dataset and benchmark for malaria life-cycle classification in thin blood smear images
Qazi Ammar Arshad, Mohsen Ali, Saeed-ul Hassan, Chen Chen, Ayisha Imran, Ghulam Rasul, Waqas Sultani
Conference on Neural Information Processing Systems (NeurIPS)
Synergizing between self-training and adversarial learning for domain adaptive object detection
Muhammad Akhtar Munir, Muhammad Haris Khan, Muhammad Saquib Sarfraz, Mohsen Ali
Conference on Computer Vision and Pattern Recognition (CVPR)
Dogfight: Detecting Drones from Drones Videos
Muhammad Waseem Ashraf, Waqas Sultani and Mubarak Shah
Neurocomputing
Leveraging orientation for weakly supervised object detection with application to firearm localization
Javed Iqbal, Muhammad Akhtar Munir, Arif Mahmood, Afsheen Rafaqat Ali, and Mohsen Ali
Computer Vision and Image Understanding (CVIU)
Human action recognition in drone videos using a few aerial training examples
Waqas Sultani and Mubarak Shah
2020
Medical Image Computing and Computer Assisted Intervention (MICCAI)
Single-Shot Retinal Image Enhancement Using Deep Image Priors
Adnan Qayyum, Waqas Sultani, Fahad Shamshad, Junaid Qadir, Rashid Tufail
ISPRS Journal of Photogrammetry and Remote Sensing (JPRS)
Weakly-supervised domain adaptation for built-up region segmentation in aerial and satellite imagery
Javed Iqbal and Mohsen Ali,
ISPRS Journal of Photogrammetry and Remote Sensing (JPRS)
Destruction from sky: Weakly supervised approach for destruction detection in satellite imagery
Muhammad Usman Ali, Waqas Sultani, Mohsen Ali
CVF Winter Conference on Applications of Computer Vision (WACV)
MLSL: Multi-level self-supervised learning for domain adaptation with spatially independent and semantically consistent labeling
Javed Iqbal and Mohsen Ali,
The IEEE Winter Conference on Applications of Computer Vision (WACV)
EXPLOITING GEOMETRIC CONSTRAINTS ON DENSE TRAJECTORIES FOR MOTION SALIENCY
Muhammad Faisal, Ijaz Akhter, Mohsen Ali, and Richard Hartley
IEEE International Conference on Image Processing (ICIP)
Localizing firearm carriers by identifying human-object pairs
Abdul Basit, Muhammad Akhtar Munir, Mohsen Ali, Naoufel Werghi, and Arif Mahmood
European Conference on Computer Vision (ECCV)
Learning from scale-invariant examples for domain adaptation in semantic segmentation
Naseer Subhani, and Mohsen Ali
Image and Vision Computing
Action recognition in real-world videos
Waqas Sultani, Qazi Ammar Arshad, Chen Chen
Conference on Neural Computing and Applications
Video Anomaly Detection for Smart Surveillance
Sijie Zhu, Chen Chen, Waqas Sultani
2019
ISPRS Journal of Photogrammetry and Remote Sensing (JPRS)
Deep built-structure counting in satellite imagery using attention-based re-weighting
Anza Shakeel, Waqas Sultani and Mohsen Ali,
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Multi-focus image fusion using content adaptive blurring
Muhammad Shahid Farid, Arif Mahmood, and Somaya Ali Al-Maadeed