Viewpoint Estimation
17 papers with code • 0 benchmarks • 1 datasets
Benchmarks
These leaderboards are used to track progress in Viewpoint Estimation
Most implemented papers
StarMap for Category-Agnostic Keypoint and Viewpoint Estimation
Existing methods define semantic keypoints separately for each category with a fixed number of semantic labels in fixed indices.
Pix3D: Dataset and Methods for Single-Image 3D Shape Modeling
We study 3D shape modeling from a single image and make contributions to it in three aspects.
Self-supervised 3D Shape and Viewpoint Estimation from Single Images for Robotics
We present a convolutional neural network for joint 3D shape prediction and viewpoint estimation from a single input image.
Novel Object Viewpoint Estimation through Reconstruction Alignment
Our key insight is that although we do not have an explicit 3D model or a predefined canonical pose, we can still learn to estimate the object's shape in the viewer's frame and then use an image to provide our reference model or canonical pose.
Ground-truth or DAER: Selective Re-query of Secondary Information
Many vision tasks use secondary information at inference time -- a seed -- to assist a computer vision model in solving a problem.
PoseContrast: Class-Agnostic Object Viewpoint Estimation in the Wild with Pose-Aware Contrastive Learning
We experimented on Pascal3D+, ObjectNet3D and Pix3D in a cross-dataset fashion, with both seen and unseen classes.
See360: Novel Panoramic View Interpolation
We present See360, which is a versatile and efficient framework for 360 panoramic view interpolation using latent space viewpoint estimation.