25 citations · 72 across the 22 of their papers we have counts for
4 papers · 1 filter
MLSL: Multi-Level Self-Supervised Learning for Domain Adaptation with Spatially Independent and Semantically Consistent Labeling
Javed Iqbal, Mohsen Ali
Most of the recent Deep Semantic Segmentation algorithms suffer from large generalization errors, even when powerful hierarchical representation models based on convolutional neura…
EpO-Net: Exploiting Geometric Constraints on Dense Trajectories for Motion Saliency
Muhammad Faisal, Ijaz Akhter, Mohsen Ali +1
The existing approaches for salient motion segmentation are unable to explicitly learn geometric cues and often give false detections on prominent static objects. We exploit multiv…
Leveraging Orientation for Weakly Supervised Object Detection with Application to Firearm Localization
Javed Iqbal, Muhammad Akhtar Munir, Arif Mahmood +2
Automatic detection of firearms is important for enhancing the security and safety of people, however, it is a challenging task owing to the wide variations in shape, size, and app…
Deep Built-Structure Counting in Satellite Imagery Using Attention Based Re-Weighting
Anza Shakeel, Waqas Sultani, Mohsen Ali
In this paper, we attempt to address the challenging problem of counting built-structures in the satellite imagery. Building density is a more accurate estimate of the population d…