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Found 6 papers, 1 papers with code
Self-supervised Learning with Local Contrastive Loss for Detection and Semantic Segmentation
We evaluate our SSL approach on two downstream tasks -- object detection and semantic segmentation, using COCO, PASCAL VOC, and CityScapes datasets.
Generalized Pose-and-Scale Estimation using 4-Point Congruence Constraints
We present gP4Pc, a new method for computing the absolute pose of a generalized camera with unknown internal scale from four corresponding 3D point-and-ray pairs.
Depth Completion Using a View-constrained Deep Prior
Given color images and noisy and incomplete target depth maps, we optimize a randomly-initialized CNN model to reconstruct a depth map restored by virtue of using the CNN network structure as a prior combined with a view-constrained photo-consistency loss.
Privacy-Preserving Action Recognition using Coded Aperture Videos
We propose a lens-free coded aperture camera system for human action recognition that is privacy-preserving.
Submodular Trajectory Optimization for Aerial 3D Scanning
Drones equipped with cameras are emerging as a powerful tool for large-scale aerial 3D scanning, but existing automatic flight planners do not exploit all available information about the scene, and can therefore produce inaccurate and incomplete 3D models.
Multiview Rectification of Folded Documents
Digitally unwrapping images of paper sheets is crucial for accurate document scanning and text recognition.
