3D Shape Retrieval

15 papers with code • 0 benchmarks • 2 datasets

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Most implemented papers

Structure-Aware 3D VR Sketch to 3D Shape Retrieval

rowl1ng/structure-aware-vr-sketch-shape-retrieval 19 Sep 2022

In particular, we propose to use a triplet loss with an adaptive margin value driven by a "fitting gap", which is the similarity of two shapes under structure-preserving deformations.

Towards 3D VR-Sketch to 3D Shape Retrieval

ygryadit/Towards3DVRSketch 20 Sep 2022

In this paper, we offer a different perspective towards answering these questions -- we study the use of 3D sketches as an input modality and advocate a VR-scenario where retrieval is conducted.

Fine-Grained VR Sketching: Dataset and Insights

Rowl1ng/Fine-Grained_VR_Sketching 20 Sep 2022

We then, for the first time, study the scenario of fine-grained 3D VR sketch to 3D shape retrieval, as a novel VR sketching application and a proving ground to drive out generic insights to inform future research.

U-RED: Unsupervised 3D Shape Retrieval and Deformation for Partial Point Clouds

zhangcyg/u-red ICCV 2023

In this paper, we propose U-RED, an Unsupervised shape REtrieval and Deformation pipeline that takes an arbitrary object observation as input, typically captured by RGB images or scans, and jointly retrieves and deforms the geometrically similar CAD models from a pre-established database to tightly match the target.

KP-RED: Exploiting Semantic Keypoints for Joint 3D Shape Retrieval and Deformation

lolrudy/kp-red 15 Mar 2024

In this paper, we present KP-RED, a unified KeyPoint-driven REtrieval and Deformation framework that takes object scans as input and jointly retrieves and deforms the most geometrically similar CAD models from a pre-processed database to tightly match the target.