17 citations · 64 across the 32 of their papers we have counts for
5 papers · 1 filter
Vision Skills Needed to Answer Visual Questions
Xiaoyu Zeng, Yanan Wang, Tai-Yin Chiu +2
The task of answering questions about images has garnered attention as a practical service for assisting populations with visual impairments as well as a visual Turing test for the…
CrowdMOT: Crowdsourcing Strategies for Tracking Multiple Objects in Videos
Samreen Anjum, Chi Lin, Danna Gurari
Crowdsourcing is a valuable approach for tracking objects in videos in a more scalable manner than possible with domain experts. However, existing frameworks do not produce high qu…
Objectness-Aware Few-Shot Semantic Segmentation
Yinan Zhao, Brian Price, Scott Cohen +1
Few-shot semantic segmentation models aim to segment images after learning from only a few annotated examples. A key challenge for them is how to avoid overfitting because limited…
Assessing Image Quality Issues for Real-World Problems
Tai-Yin Chiu, Yinan Zhao, Danna Gurari
We introduce a new large-scale dataset that links the assessment of image quality issues to two practical vision tasks: image captioning and visual question answering. First, we id…
Captioning Images Taken by People Who Are Blind
Danna Gurari, Yinan Zhao, Meng Zhang +1
While an important problem in the vision community is to design algorithms that can automatically caption images, few publicly-available datasets for algorithm development directly…