219 citations · 427 across the 23 of their papers we have counts for
4 papers · 1 filter
Structure-measure: A New Way to Evaluate Foreground Maps
Deng-Ping Fan, Ming-Ming Cheng, Yun Liu +2
Foreground map evaluation is crucial for gauging the progress of object segmentation algorithms, in particular in the filed of salient object detection where the purpose is to accu…
Negative Results in Computer Vision: A Perspective
Ali Borji
A negative result is when the outcome of an experiment or a model is not what is expected or when a hypothesis does not hold. Despite being often overlooked in the scientific commu…
Human-like Clustering with Deep Convolutional Neural Networks
Ali Borji, Aysegul Dundar
Classification and clustering have been studied separately in machine learning and computer vision. Inspired by the recent success of deep learning models in solving various vision…
Saliency Revisited: Analysis of Mouse Movements versus Fixations
Hamed R. Tavakoli, Fawad Ahmed, Ali Borji +1
This paper revisits visual saliency prediction by evaluating the recent advancements in this field such as crowd-sourced mouse tracking-based databases and contextual annotations.…