Image-based 3D Object Reconstruction: State-of-the-Art and Trends in the Deep Learning Era

15 June 2019

Papers citing "Image-based 3D Object Reconstruction: State-of-the-Art and Trends in the Deep Learning Era"

34 / 34 papers shown

Title
Normal-guided Detail-Preserving Neural Implicit Function for High-Fidelity 3D Surface Reconstruction Aarya Patel Hamid Laga Ojaswa Sharma 43 1 0 07 Jun 2024
Uncertainty-guided Optimal Transport in Depth Supervised Sparse-View 3D Gaussian Wei Sun Qi Zhang Yanzhao Zhou QiXiang Ye Jianbin Jiao Yuan Li 3DGS UQCV 42 3 0 30 May 2024
Gen3DSR: Generalizable 3D Scene Reconstruction via Divide and Conquer from a Single View Andreea Dogaru M. Ozer Bernhard Egger 3DGS 59 4 0 04 Apr 2024
A Survey on 3D Gaussian Splatting Guikun Chen Wenguan Wang 3DGS 30 170 0 08 Jan 2024
Neural Network Methods for Radiation Detectors and Imaging S. Lin S. Ning H. Zhu T. Zhou C. L. Morris S. Clayton M. Cherukara R. T. Chen Z. Wang AI4CE 26 5 0 09 Nov 2023
Synfeal: A Data-Driven Simulator for End-to-End Camera Localization Daniel Coelho Miguel Oliveira Paulo Dias 16 0 0 29 May 2023
Aerial Diffusion: Text Guided Ground-to-Aerial View Translation from a Single Image using Diffusion Models D. Kothandaraman Tianyi Zhou Ming Lin Dinesh Manocha 24 5 0 15 Mar 2023
Euler Characteristic Transform Based Topological Loss for Reconstructing 3D Images from Single 2D Slices K. Nadimpalli A. Chattopadhyay Bastian Alexander Rieck 59 8 0 08 Mar 2023
VoxFormer: Sparse Voxel Transformer for Camera-based 3D Semantic Scene Completion Yiming Li Zhiding Yu Chris Choy Chaowei Xiao J. Álvarez Sanja Fidler Chen Feng Anima Anandkumar ViT 27 210 0 23 Feb 2023
Asynchronous Hybrid Reinforcement Learning for Latency and Reliability Optimization in the Metaverse over Wireless Communications Wen-li Yu Terence Jie Chua Jun Zhao OffRL 11 20 0 30 Dec 2022
In-Hand 3D Object Scanning from an RGB Sequence Shreyas Hampali Tomás Hodan Luan Tran Lingni Ma Cem Keskin Vincent Lepetit 3DH 19 20 0 28 Nov 2022
Fast-Image2Point: Towards Real-Time Point Cloud Reconstruction of a Single Image using 3D Supervision AmirHossein Zamani A. Aghdam K. Ghaffari 3DV 3DPC 19 1 0 20 Sep 2022
Bayesian Learning for Disparity Map Refinement for Semi-Dense Active Stereo Vision Laurent Valentin Jospin Hamid Laga F. Boussaïd Bennamoun 30 1 0 12 Sep 2022
NeIF: Representing General Reflectance as Neural Intrinsics Fields for Uncalibrated Photometric Stereo Zong-Han Li Qian Zheng Fei-Zhang Wang Boxin Shi Gang Pan Xudong Jiang 25 0 0 18 Aug 2022
TSCom-Net: Coarse-to-Fine 3D Textured Shape Completion Network Ahmet Serdar Karadeniz Sk Aziz Ali Anis Kacem Elona Dupont Djamila Aouada 3DH 30 3 0 18 Aug 2022
SDFEst: Categorical Pose and Shape Estimation of Objects from RGB-D using Signed Distance Fields Leonard Bruns Patric Jensfelt 19 10 0 11 Jul 2022
Machine Learning for Detection of 3D Features using sparse X-ray data B. Wolfe Michael J. Falato Xinhua Zhang Nga Nguyen-Fotiadis J. Sauppe P. Kozlowski P. Keiter R. Reinovsky S. Batha Zhehui Wang 16 10 0 02 Jun 2022
3D-C2FT: Coarse-to-fine Transformer for Multi-view 3D Reconstruction Leslie Ching Ow Tiong Dick Sigmund Andrew Beng Jin Teoh 3DV ViT 23 12 0 29 May 2022
Surface Reconstruction from Point Clouds: A Survey and a Benchmark Zhangjin Huang Yuxin Wen Zihao Wang Jinjuan Ren K. Jia 3DV 3DPC 23 60 0 05 May 2022
Generating 3D Bio-Printable Patches Using Wound Segmentation and Reconstruction to Treat Diabetic Foot Ulcers H. Chae Seunghwan Lee H. Son Seungjae Han T. Lim MedIm 28 3 0 08 Mar 2022
Enhanced Object Detection in Floor-plan through Super Resolution Devanshi Khare N. Kamal HB BarathiGanesh V. Sowmya V. V. S. Variyar SupR ObjD 26 4 0 18 Dec 2021
A Survey on Intrinsic Images: Delving Deep Into Lambert and Beyond Elena Garces Carlos Rodriguez-Pardo Dan Casas Jorge López-Moreno 21 43 0 07 Dec 2021
MonoScene: Monocular 3D Semantic Scene Completion Anh-Quan Cao Raoul de Charette 3DV 14 259 0 01 Dec 2021
Burst Imaging for Light-Constrained Structure-From-Motion Ahalya Ravendran M. Bryson D. Dansereau 19 6 0 23 Aug 2021
A topological solution to object segmentation and tracking Thomas R. Tsao Doris Y. Tsao VOS 19 17 0 05 Jul 2021
Deep Implicit Surface Point Prediction Networks R. Venkatesh Tejan Karmali Sarthak Sharma Aurobrata Ghosh R. Venkatesh Babu László A. Jeni M. Singh 3DPC 3DV 10 47 0 10 Jun 2021
PointBA: Towards Backdoor Attacks in 3D Point Cloud Xinke Li Zhirui Chen Yue Zhao Zekun Tong Yabang Zhao A. Lim Joey Tianyi Zhou 3DPC AAML 60 51 0 30 Mar 2021
3D Semantic Scene Completion: a Survey Luis Roldão Raoul de Charette Anne Verroust-Blondet 3DV 19 92 0 12 Mar 2021
An unsupervised deep learning framework for medical image denoising Swati Rai Jignesh S. Bhatt S. K. Patra MedIm 22 16 0 11 Mar 2021
Damage detection using in-domain and cross-domain transfer learning Z. Bukhsh N. Jansen Aaqib Saeed 26 42 0 07 Feb 2021
DUDE: Deep Unsigned Distance Embeddings for Hi-Fidelity Representation of Complex 3D Surfaces R. Venkatesh Sarthak Sharma Aurobrata Ghosh László A. Jeni M. Singh 14 24 0 04 Nov 2020
Joint 2D-3D-Semantic Data for Indoor Scene Understanding Iro Armeni S. Sax Amir Zamir Silvio Savarese 3DV 3DPC 113 875 0 03 Feb 2017
Geometric deep learning on graphs and manifolds using mixture model CNNs Federico Monti Davide Boscaini Jonathan Masci Emanuele Rodolà Jan Svoboda M. Bronstein GNN 251 1,811 0 25 Nov 2016
Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial Modeling Jiajun Wu Chengkai Zhang Tianfan Xue Bill Freeman J. Tenenbaum GAN 168 1,940 0 24 Oct 2016