Viewpoint Estimation

17 papers with code • 0 benchmarks • 1 datasets

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Datasets


Most implemented papers

StarMap for Category-Agnostic Keypoint and Viewpoint Estimation

xingyizhou/StarMap ECCV 2018

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

xingyuansun/pix3d CVPR 2018

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

mees/self-supervised-3D 17 Oct 2019

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

mbanani/novelviewpoints CVPR 2020

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

lemmersj/ground-truth-or-daer ICCV 2021

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

YoungXIAO13/PoseContrast 12 May 2021

We experimented on Pascal3D+, ObjectNet3D and Pix3D in a cross-dataset fashion, with both seen and unseen classes.

See360: Novel Panoramic View Interpolation

Holmes-Alan/See360 7 Jan 2024

We present See360, which is a versatile and efficient framework for 360 panoramic view interpolation using latent space viewpoint estimation.