3D Shape Modeling

11 papers with code • 2 benchmarks • 3 datasets

Temporal 3D Shape Modeling for Video-Based Cloth-Changing Person Re-Identification

dustin-nguyen-qil/Videobased-ClothChanging-ReID-Baseline IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops 2024

In this work, we propose "Temporal 3D ShapE Modeling for VCCRe-ID" (SEMI), a lightweight end-to-end framework that addresses these issues by learning human 3D shape representations.

19
04 Jan 2024

3D VR Sketch Guided 3D Shape Prototyping and Exploration

rowl1ng/3dsketch2shape ICCV 2023

3D shape modeling is labor-intensive, time-consuming, and requires years of expertise.

13
19 Jun 2023

LoRD: Local 4D Implicit Representation for High-Fidelity Dynamic Human Modeling

BoyanJIANG/LoRD 18 Aug 2022

Recent progress in 4D implicit representation focuses on globally controlling the shape and motion with low dimensional latent vectors, which is prone to missing surface details and accumulating tracking error.

60
18 Aug 2022

3DILG: Irregular Latent Grids for 3D Generative Modeling

1zb/3DILG 27 May 2022

All probabilistic experiments confirm that we are able to generate detailed and high quality shapes to yield the new state of the art in generative 3D shape modeling.

81
27 May 2022

SPAGHETTI: Editing Implicit Shapes Through Part Aware Generation

amirhertz/spaghetti 31 Jan 2022

Neural implicit fields are quickly emerging as an attractive representation for learning based techniques.

68
31 Jan 2022

Object Shape Error Response Using Bayesian 3-D Convolutional Neural Networks for Assembly Systems With Compliant Parts

sumitsinha/Deep_Learning_for_Manufacturing 8 Dec 2021

The paper proposes a novel Object Shape Error Response (OSER) approach to estimate the dimensional and geometric variation of assembled products and then, relate, these to process parameters, which can be interpreted as root causes (RC) of the object shape defects.

38
08 Dec 2021

GSNet: Joint Vehicle Pose and Shape Reconstruction with Geometrical and Scene-aware Supervision

lkeab/gsnet ECCV 2020

GSNet utilizes a unique four-way feature extraction and fusion scheme and directly regresses 6DoF poses and shapes in a single forward pass.

130
26 Jul 2020

Learning to Dress 3D People in Generative Clothing

QianliM/CAPE CVPR 2020

To our knowledge, this is the first generative model that directly dresses 3D human body meshes and generalizes to different poses.

303
31 Jul 2019

Mesh R-CNN

facebookresearch/pytorch3d ICCV 2019

We propose a system that detects objects in real-world images and produces a triangle mesh giving the full 3D shape of each detected object.

8,208
06 Jun 2019

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.

482
12 Apr 2018