11 citations · 38 across the 15 of their papers we have counts for
4 papers · 1 filter
PieAPP: Perceptual Image-Error Assessment through Pairwise Preference
Ekta Prashnani, Hong Cai, Yasamin Mostofi +1
The ability to estimate the perceptual error between images is an important problem in computer vision with many applications. Although it has been studied extensively, however, no…
Patch-Based Image Hallucination for Super Resolution with Detail Reconstruction from Similar Sample Images
Chieh-Chi Kao, Yuxiang Wang, Jonathan Waltman +1
Image hallucination and super-resolution have been studied for decades, and many approaches have been proposed to upsample low-resolution images using information from the images t…
Improving the Resolution of CNN Feature Maps Efficiently with Multisampling
Shayan Sadigh, Pradeep Sen
We describe a new class of subsampling techniques for CNNs, termed multisampling, that significantly increases the amount of information kept by feature maps through subsampling la…
Localization-Aware Active Learning for Object Detection
Chieh-Chi Kao, Teng-Yok Lee, Pradeep Sen +1
Active learning - a class of algorithms that iteratively searches for the most informative samples to include in a training dataset - has been shown to be effective at annotating d…