Cooperating RPN's Improve Few-Shot Object Detection

no code implementations • 19 Nov 2020 • Weilin Zhang, Yu-Xiong Wang, David A. Forsyth

Learning to detect an object in an image from very few training examples - few-shot object detection - is challenging, because the classifier that sees proposal boxes has very little training data.

Few-Shot Object Detection Object +2

Cut-and-Paste Object Insertion by Enabling Deep Image Prior for Reshading

no code implementations • 12 Oct 2020 • Anand Bhattad, David A. Forsyth

We show how to insert an object from one image to another and get realistic results in the hard case, where the shading of the inserted object clashes with the shading of the scene.

Image Harmonization Neural Rendering +1

Configuration Estimates Improve Pedestrian Finding

no code implementations • NeurIPS 2007 • Duan Tran, David A. Forsyth

We demonstrate a pedestrian finder which first finds the most likely human pose in the window using a discriminative procedure trained with structure learning on a small dataset.