392 citations · 654 across the 10 of their papers we have counts for
3 papers · 1 filter
Semantic Image Retrieval via Active Grounding of Visual Situations
Max H. Quinn, Erik Conser, Jordan M. Witte +1
We describe a novel architecture for semantic image retrieval---in particular, retrieval of instances of visual situations. Visual situations are concepts such as "a boxing match,"…
Sparse Coding on Stereo Video for Object Detection
Sheng Y. Lundquist, Melanie Mitchell, Garrett T. Kenyon
Deep Convolutional Neural Networks (DCNN) require millions of labeled training examples for image classification and object detection tasks, which restrict these models to domains…
Gaussian Processes with Context-Supported Priors for Active Object Localization
Anthony D. Rhodes, Jordan Witte, Melanie Mitchell +1
We devise an algorithm using a Bayesian optimization framework in conjunction with contextual visual data for the efficient localization of objects in still images. Recent research…