Learning Multi-View Aggregation In the Wild for Large-Scale 3D Semantic Segmentation

15 April 2022

Loic Landrieu

Papers citing "Learning Multi-View Aggregation In the Wild for Large-Scale 3D Semantic Segmentation"

37 / 37 papers shown

Title
3D Can Be Explored In 2D: Pseudo-Label Generation for LiDAR Point Clouds Using Sensor-Intensity-Based 2D Semantic Segmentation Andrew Caunes T. Chateau Vincent Frémont 3DPC 22 0 0 06 May 2025
Pixels2Points: Fusing 2D and 3D Features for Facial Skin Segmentation Victoria Yue Chen Daoye Wang Stephan Garbin Jan Bednarík Sebastian Winberg Timo Bolkart Thabo Beeler 3DH 3DPC 34 0 0 28 Apr 2025
Deep Learning on 3D Semantic Segmentation: A Detailed Review Thodoris Betsas Andreas Georgopoulos Anastasios Doulamis Pierre Grussenmeyer 3DV 3DPC 28 1 0 04 Nov 2024
Interactive4D: Interactive 4D LiDAR Segmentation Ilya Fradlin Idil Esen Zulfikar Kadir Yilmaz Theodora Kontogianni Bastian Leibe 35 1 0 10 Oct 2024
In-Place Panoptic Radiance Field Segmentation with Perceptual Prior for 3D Scene Understanding Shenghao Li 24 1 0 06 Oct 2024
Formula-Supervised Visual-Geometric Pre-training Ryosuke Yamada Kensho Hara Hirokatsu Kataoka Koshi Makihara Nakamasa Inoue Rio Yokota Y. Satoh 16 1 0 20 Sep 2024
Geometry-guided Feature Learning and Fusion for Indoor Scene Reconstruction Ruihong Yin Sezer Karaoglu Theo Gevers 3DV 32 5 0 28 Aug 2024
Augmented Efficiency: Reducing Memory Footprint and Accelerating Inference for 3D Semantic Segmentation through Hybrid Vision Aditya Krishnan Jayneel Vora Prasant Mohapatra VLM 14 0 0 23 Jul 2024
Open Vocabulary 3D Scene Understanding via Geometry Guided Self-Distillation Pengfei Wang Yuxi Wang Shuai Li Zhaoxiang Zhang Zhen Lei Lei Zhang 25 2 0 18 Jul 2024
3D Weakly Supervised Semantic Segmentation with 2D Vision-Language Guidance Xiaoxu Xu Yitian Yuan Jinlong Li Qiudan Zhang Zequn Jie Lin Ma Hao Tang N. Sebe Xu Wang 38 2 0 13 Jul 2024
3D Feature Distillation with Object-Centric Priors Georgios Tziafas Yucheng Xu Zhibin Li H. Kasaei 18 1 0 26 Jun 2024
Reasoning3D -- Grounding and Reasoning in 3D: Fine-Grained Zero-Shot Open-Vocabulary 3D Reasoning Part Segmentation via Large Vision-Language Models Tianrun Chen Chunan Yu Jing Li Jianqi Zhang Lanyun Zhu Deyi Ji Yong Zhang Ying-Dong Zang Zejian Li Lingyun Sun LRM 36 9 0 29 May 2024
OmniSat: Self-Supervised Modality Fusion for Earth Observation Guillaume Astruc Nicolas Gonthier Clement Mallet Loic Landrieu 23 23 0 12 Apr 2024
PARIS3D: Reasoning-based 3D Part Segmentation Using Large Multimodal Model Amrin Kareem Jean Lahoud Hisham Cholakkal LRM 45 3 0 04 Apr 2024
HUGS: Holistic Urban 3D Scene Understanding via Gaussian Splatting Hongyu Zhou Jiahao Shao Lu Xu Dongfeng Bai Weichao Qiu Bingbing Liu Yue Wang Andreas Geiger Yiyi Liao 3DGS 23 62 0 19 Mar 2024
MaskClustering: View Consensus based Mask Graph Clustering for Open-Vocabulary 3D Instance Segmentation Mi Yan Jiazhao Zhang Yan Zhu H. Wang 3DV ISeg 18 29 0 15 Jan 2024
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering Damien Robert Hugo Raguet Loic Landrieu 10 4 0 12 Jan 2024
ODIN: A Single Model for 2D and 3D Segmentation Ayush Jain Pushkal Katara N. Gkanatsios Adam W. Harley Gabriel H. Sarch Kriti Aggarwal Vishrav Chaudhary Katerina Fragkiadaki 3DPC 34 7 0 04 Jan 2024
Point Cloud Self-supervised Learning via 3D to Multi-view Masked Autoencoder Zhimin Chen Yingwei Li Longlong Jing Liang Yang Bing Li 3DPC 29 9 0 17 Nov 2023
Recent Advances in Multi-modal 3D Scene Understanding: A Comprehensive Survey and Evaluation Yinjie Lei Zixuan Wang Feng Chen Guoqing Wang Peng Wang Yang Yang 27 8 0 24 Oct 2023
2D-3D Interlaced Transformer for Point Cloud Segmentation with Scene-Level Supervision Cheng-Kun Yang Min-Hung Chen Yung-Yu Chuang Yen-Yu Lin ViT 3DPC 17 16 0 19 Oct 2023
Retro-FPN: Retrospective Feature Pyramid Network for Point Cloud Semantic Segmentation Peng Xiang Xin Wen Yu-Shen Liu Hui Zhang Yi Fang Zhizhong Han 3DPC 18 9 0 18 Aug 2023
Efficient 3D Semantic Segmentation with Superpoint Transformer Damien Robert Hugo Raguet Loic Landrieu ViT 11 44 0 13 Jun 2023
Collect-and-Distribute Transformer for 3D Point Cloud Analysis Haibo Qiu Baosheng Yu Dacheng Tao 3DPC ViT 11 5 0 02 Jun 2023
Dynamic Clustering Transformer Network for Point Cloud Segmentation Dening Lu Jun Zhou K. Gao Dilong Li Jing Du Linlin Xu Jonathan Li 3DPC 11 4 0 30 May 2023
GrowSP: Unsupervised Semantic Segmentation of 3D Point Clouds Zihui Zhang Bo Yang Bing Wang Bo Li 3DPC 15 40 0 25 May 2023
DeepSim-Nets: Deep Similarity Networks for Stereo Image Matching Mohamed Ali Chebbi E. Rupnik M. Pierrot-Deseilligny P. Lopes 3DPC 13 3 0 17 Apr 2023
Region-Enhanced Feature Learning for Scene Semantic Segmentation Xin Kang Chaoqun Wang Xuejin Chen 11 3 0 15 Apr 2023
Spherical Transformer for LiDAR-based 3D Recognition Xin Lai Yukang Chen Fanbin Lu Jianhui Liu Jiaya Jia 3DPC 19 123 0 22 Mar 2023
Semantic 3D scene segmentation for robotic assembly process execution Andreas Wiedholz S. Wucherer Simon Dietrich 3DPC 16 0 0 20 Mar 2023
CLIP-FO3D: Learning Free Open-world 3D Scene Representations from 2D Dense CLIP Junbo Zhang Runpei Dong Kaisheng Ma CLIP VLM 11 77 0 08 Mar 2023
Semantic Segmentation of Urban Textured Meshes Through Point Sampling Grégoire Grzeczkowicz Bruno Vallet 3DPC 13 5 0 21 Feb 2023
OpenScene: 3D Scene Understanding with Open Vocabularies Songyou Peng Kyle Genova ChiyuMaxJiang Andrea Tagliasacchi Marc Pollefeys Thomas Funkhouser 3DPC VLM 17 341 0 28 Nov 2022
Learning Viewpoint-Agnostic Visual Representations by Recovering Tokens in 3D Space Jinghuan Shang Srijan Das Michael S. Ryoo 36 13 0 23 Jun 2022
On Adversarial Robustness of Point Cloud Semantic Segmentation Jiacen Xu Zhe Zhou Boyuan Feng Yufei Ding Zhou Li 3DPC AAML 11 2 0 11 Dec 2021
Mix3D: Out-of-Context Data Augmentation for 3D Scenes Alexey Nekrasov Jonas Schult Or Litany Bastian Leibe Francis Engelmann 3DPC 142 154 0 05 Oct 2021
Multi-view PointNet for 3D Scene Understanding M. Jaritz Jiayuan Gu Hao Su 3DPC 138 158 0 30 Sep 2019