94 citations · 250 across the 15 of their papers we have counts for
5 papers · 1 filter
Recurrent Iterative Gating Networks for Semantic Segmentation
Rezaul Karim, Md Amirul Islam, Neil D. B. Bruce
In this paper, we present an approach for Recurrent Iterative Gating called RIGNet. The core elements of RIGNet involve recurrent connections that control the flow of information i…
Relative Saliency and Ranking: Models, Metrics, Data, and Benchmarks
Mahmoud Kalash, Md Amirul Islam, Neil D. B. Bruce
Salient object detection is a problem that has been considered in detail and \textcolor{black}{many solutions have been proposed}. In this paper, we argue that work to date has add…
Semantics Meet Saliency: Exploring Domain Affinity and Models for Dual-Task Prediction
Md Amirul Islam, Mahmoud Kalash, Neil D. B. Bruce
Much research has examined models for prediction of semantic labels or instances including dense pixel-wise prediction. The problem of predicting salient objects or regions of an i…
Gated Feedback Refinement Network for Coarse-to-Fine Dense Semantic Image Labeling
Md Amirul Islam, Mrigank Rochan, Shujon Naha +2
Effective integration of local and global contextual information is crucial for semantic segmentation and dense image labeling. We develop two encoder-decoder based deep learning a…
Revisiting Salient Object Detection: Simultaneous Detection, Ranking, and Subitizing of Multiple Salient Objects
Md Amirul Islam, Mahmoud Kalash, Neil D. B. Bruce
Salient object detection is a problem that has been considered in detail and many solutions proposed. In this paper, we argue that work to date has addressed a problem that is rela…