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8 papers · 2 filters
Object-centered image stitching
Charles Herrmann, Chen Wang, Richard Strong Bowen +2
Image stitching is typically decomposed into three phases: registration, which aligns the source images with a common target image; seam finding, which determines for each target p…
Robust image stitching with multiple registrations
Charles Herrmann, Chen Wang, Richard Strong Bowen +4
Panorama creation is one of the most widely deployed techniques in computer vision. In addition to industry applications such as Google Street View, it is also used by millions of…
Crowdsampling the Plenoptic Function
Zhengqi Li, Wenqi Xian, Abe Davis +1
Many popular tourist landmarks are captured in a multitude of online, public photos. These photos represent a sparse and unstructured sampling of the plenoptic function for a parti…
Visual Chirality
Zhiqiu Lin, Jin Sun, Abe Davis +1
How can we tell whether an image has been mirrored? While we understand the geometry of mirror reflections very well, less has been said about how it affects distributions of image…
End-to-End Pseudo-LiDAR for Image-Based 3D Object Detection
Rui Qian, Divyansh Garg, Yan Wang +6
Reliable and accurate 3D object detection is a necessity for safe autonomous driving. Although LiDAR sensors can provide accurate 3D point cloud estimates of the environment, they…
The Plant Pathology 2020 challenge dataset to classify foliar disease of apples
Ranjita Thapa, Noah Snavely, Serge Belongie +1
Apple orchards in the U.S. are under constant threat from a large number of pathogens and insects. Appropriate and timely deployment of disease management depends on early disease…