PUBLICATIONS

2021

Dogfight: Detecting Drones from Drones Videos

Muhammad Waseem Ashraf, Waqas Sultani and Mubarak Shah

Computer Vision and Pattern Recognition (CVPR) 2021

[ Publication Link ] [ Project Page ] [ Dataset ] [ Code ]

ESTIMATION OF BMI FROM FACIAL IMAGES USING SEMANTIC SEGMENTATION BASED REGION-AWARE POOLING

Nadeem Yousaf, Sarfaraz Hussein and Waqas Sultani

Computers in Biology and Medicine (CBM) 2021

[ Publication Link ] [ Project Page ]

HUMAN ACTION RECOGNITION IN DRONE VIDEOS USING A FEW AERIAL TRAINING EXAMPLES

Waqas Sultani and Mubarak Shah

Computer Vision and Image Understanding (CVIU) 2021

[ Publication Link ] [ Project Page ]

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, and Waqas Sultani

[ Publication Link ] [ Project Page ]

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

Neurocomputing 2021

[ Publication Link ] [ Project Page ] [ Dataset ]

2020

Single-Shot Retinal Image Enhancement Using Deep Image Priors

Adnan Qayyum, Waqas Sultani, Fahad Shamshad, Junaid Qadir, Rashid Tufail

Medical Image Computing and Computer Assisted Intervention (MICCAI) 2020

[ Publication Link ]

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) 2020

[ Publication Link ] [ Project Page ] [ Dataset ] [ Code ]

MLSL: MULTI-LEVEL SELF-SUPERVISED LEARNING FOR DOMAIN ADAPTATION WITH SPATIALLY INDEPENDENT AND SEMANTICALLY CONSISTENT LABELING

Javed Iqbal and Mohsen Ali,

IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2020

[ Publication Link ] [ Project Page ] [ Code ]

DESTRUCTION FROM SKY: WEAKLY SUPERVISED APPROACH FOR DESTRUCTION DETECTION IN SATELLITE IMAGERY

Muhammad Usman Ali, Waqas Sultani, Mohsen Ali

ISPRS Journal of Photogrammetry and Remote Sensing (JPRS) 2020

[ Publication Link ] [Project Page]

1

EXPLOITING GEOMETRIC CONSTRAINTS ON DENSE TRAJECTORIES FOR MOTION SALIENCY

Muhammad Faisal, Ijaz Akhter, Mohsen Ali, and Richard Hartley

The IEEE Winter Conference on Applications of Computer Vision (WACV) 2020

[ Publication Link ] [ Project Page ]

LOCALIZING FIREARM CARRIERS BY IDENTIFYING HUMAN-OBJECT PAIRS

Abdul Basit, Muhammad Akhtar Munir, Mohsen Ali, Naoufel Werghi, and Arif Mahmood

IEEE International Conference on Image Processing (ICIP) 2020

[ Publication Link ] [ Project Page ]

LEARNING FROM SCALE-INVARIANT EXAMPLES FOR DOMAIN ADAPTATION IN SEMANTIC SEGMENTATION

Naseer Subhani, and Mohsen Ali

European Conference on Computer Vision (ECCV) 2020

[ Publication Link ] [ Project Page ]

ACTION RECOGNITION IN REAL-WORLD VIDEOS

Waqas Sultani, Qazi Ammar Arshad, Chen Chen

[ Publication Link ]

Video Anomaly Detection for Smart Surveillance

Sijie Zhu, Chen Chen, Waqas Sultani

[ Publication Link ]

2019

DEEP BUILT-STRUCTURE COUNTING IN SATELLITE IMAGERY USING ATTENTION BASED RE-WEIGHTING

Anza Shakeel, Waqas Sultani and Mohsen Ali,

ISPRS Journal of Photogrammetry and Remote Sensing (JPRS) 2019

[ Publication Link ] [ Project Page ]

MULTI-FOCUS IMAGE FUSION USING CONTENT ADAPTIVE BLURRING

Muhammad Shahid Farid, Arif Mahmood, and Somaya Ali Al-Maadeed

Journal of Information fusion 2019

[ Publication Link ] [ Project Page ]

TWIN-NET DESCRIPTOR: TWIN NEGATIVE MINING WITH QUAD LOSS FOR PATCH BASED MATCHING

Aman Irshad, Rehan Hafiz, Mohsen Ali, Muhammad Faisal, Yongju Cho, and Jeongil Seo

IEEE ACCESS 2019

[ Publication Link ] [ Project Page ]

2018

Real-world Anomaly Detection in Surveillance Videos

Waqas Sultani, Chen Chen and Mubarak Shah

Computer Vision and Pattern Recognition (CVPR) 2018

[ Publication Link ] [Video] [Code] [Dataset]

MOVING OBJECT DETECTION IN COMPLEX SCENE USIN SPATIOTEMPORAL STRUCTURED-SPARSE RPCA

Sajid Javed, Arif Mahmood, Somaya Al-Maadeed, Thierry Bouwmans, and Soon Ki Jung

IEEE Transactions on Image Processing (TIP) 2018

[ Publication Link ] [ Project Page ]

2017

USING SATELLITE IMAGERY FOR GOOD: DETECTING COMMUNITIES IN DESERT AND MAPPING VACCINATION ACTIVITIES

Anza Shakeel and Mohsen Ali

[ Publication Link ] [ Project Page ]

HIGH-LEVEL CONCEPTS FOR AFFECTIVE UNDERSTANDING OF IMAGES

Afsheen Rafaqat Ali, Usman Shahid, Mohsen Ali, Jeffrey Ho

IEEE Winter Conference on Applications of Computer Vision (WACV) 2017

[ Publication Link ] [ Project Page ]

MORE FOR LESS: INSIGHTS INTO CONVOLUTIONAL NETS FOR 3D POINT CLOUD RECOGNITION

Usama Shafiq, Murtaza Taj, and Mohsen Ali

IEEE International Conference on Image Processing (ICIP) 2017

[ Publication Link ] [ Project Page ]

AUTOMATIC IMAGE TRANSFORMATION FOR INDUCING AFFECT

Afsheen Rafaqat Ali and and Mohsen Ali

British Machine Vision Conference (BMVC) 2017

[ Publication Link ] [ Project Page ]