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Scene understanding has been of high interest in computer vision.
The Ecological Approach to Visual Perception
James J. Gibson · 1979
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WordNet: an electronic lexical database
Christiane Fellbaum, editor · 1998
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Characterizing structural relationships in scenes using graph kernels
Matthew Fisher, Manolis Savva, and Pat Hanrahan · 2011
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Image Parsing with Stochastic Scene Grammar
Yibiao Zhao and Song chun Zhu · 2011
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Indoor Segmentation and Support Inference from RGBD Images
Pushmeet Kohli Nathan Silberman, Derek Hoiem and Rob Fergus · 2012
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Creating Consistent Scene Graphs Using a Probabilistic Grammar
Tianqiang Liu, Siddhartha Chaudhuri, Vladimir Kim, Qixing Huang, Niloy Mitra, and Thomas Funkhouser · 2014
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BiggerPicture: Data-driven Image Extrapolation Using Graph Matching
Miao Wang, Yu-Kun Lai, Yuan Liang, Ralph R. Martin, and Shi-Min Hu · 2014
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Image retrieval using scene graphs
J. Johnson, R. Krishna, M. Stark, L. Li, D. A. Shamma, M. S. Bernstein, and L. Fei-Fei · 2015
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SUN RGB-D: A RGB-D Scene Understanding Benchmark Suite
Shuran Song, Samuel Lichtenberg, and Jianxiong Xiao · 2015
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Multi-view Convolutional Neural Networks for 3D Shape Recognition
Hang Su, Subhransu Maji, Evangelos Kalogerakis, and Erik G. Learned-Miller · 2015
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Visual Relationship Detection with Language Priors
Cewu Lu, Ranjay Krishna, Michael Bernstein, and Li Fei-Fei · 2016
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Volumetric and Multi-View CNNs for Object Classification on 3D Data
Charles Ruizhongtai Qi, Hao Su, Matthias Nießner, Angela Dai, Mengyuan Yan, and Leonidas Guibas · 2016
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ScanNet: Richly-annotated 3D reconstructions of indoor scenes
Angela Dai, Angel Xuan Chang, Manolis Savva, Maciej Halber, Tom Funkhouser, and Matthias Nießner · 2017
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Exploring Spatial Context for 3D Semantic Segmentation of Point Clouds
Francis Engelmann, Theodora Kontogianni, Alexander Hermans, and Bastian Leibe · 2017
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Semi-Supervised Classification with Graph Convolutional Networks
Thomas N. Kipf and Max Welling · 2017
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Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image Annotations
Ranjay Krishna, Yuke Zhu, Oliver Groth, Justin Johnson, Kenji Hata, Joshua Kravitz, Stephanie Chen, Yannis Kalanditis, Li-Jia Li, David A Shamma, Michael Bernstein, and Li Fei-Fei · 2017
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Scene Graph Generation from Objects, Phrases and Region Captions
Yikang Li, Wanli Ouyang, Bolei Zhou, Kun Wang, and Xiaogang Wang · 2017
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Focal Loss for Dense Object Detection
T. Lin, P. Goyal, R. Girshick, K. He, and P. Dollár · 2017
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Pixels to graphs by associative embedding
Alejandro Newell and Jia Deng · 2017
Cited alongside, same era.
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
Charles Ruizhongtai Qi, Hao Su, Kaichun Mo, and Leonidas Guibas · 2017
Cited alongside, same era.
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space
Charles Ruizhongtai Qi, Li Yi, Hao Su, and Leonidas Guibas · 2017
Cited alongside, same era.
Scene Graph Generation by Iterative Message Passing
Danfei Xu, Yuke Zhu, Christopher Choy, and Li Fei-Fei · 2017
Cited alongside, same era.
VoxelNet: End-to-End Learning for Point Cloud Based 3D Object Detection
Yin Zhou and Oncel Tuzel · 2017
Cited alongside, same era.
2D Image-based 3D Scene Retrieval
Hameed Abdul-Rashid, Juefei Yuan, Bo Li, Yijuan Lu, Song Bai, Xiang Bai, Ngoc-Minh Bui, Minh N. Do, Trong-Le Do, Anh-Duc Duong, Xinwei He, Tu-Khiem Le, Wenhui Li, Anan Liu, Xiaolong Liu, Khac-Tuan Nguyen, Vinh-Tiep Nguyen, Weizhi Nie, Van-Tu Ninh, Yuting Su, Vinh Ton-That, Minh-Triet Tran, Shu Xiang, Heyu Zhou, Yang Zhou, and Zhichao Zhou · 2018
Gibson Env: Real-World Perception for Embodied Agents
Fei Xia, Amir R. Zamir, Zhi-Yang He, Alexander Sax, Jitendra Malik, and Silvio Savarese · 2018
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Graph R-CNN for Scene Graph Generation
Jianwei Yang, Jiasen Lu, Stefan Lee, Dhruv Batra, and Devi Parikh · 2018
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Neural Motifs: Scene Graph Parsing with Global Context
Rowan Zellers, Mark Yatskar, Sam Thomson, and Yejin Choi · 2018
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Extended 2D Scene Image-Based 3D Scene Retrieval
Hameed Abdul-Rashid, Juefei Yuan, Bo Li, Yijuan Lu, Tobias Schreck, Ngoc-Minh Bui, Trong-Le Do, Mike Holenderski, Dmitri Jarnikov, Khiem T. Le, Vlado Menkovski, Khac-Tuan Nguyen, Thanh-An Nguyen, Vinh-Tiep Nguyen, Tu V. Ninh, Perez Rey, Minh-Triet Tran, and Tianyang Wang · 2019
Later among the works it cites.
3D Scene Graph: A Structure for Unified Semantics, 3D Space, and Camera
Iro Armeni, Zhi-Yang He, JunYoung Gwak, Amir R. Zamir, Martin Fischer, Jitendra Malik, and Silvio Savarese · 2019
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Cited alongside, same era.
3DMV: Joint 3D-Multi-View Prediction for 3D Semantic Scene Segmentation
Angela Dai and Matthias Nießner · 2018
Cited alongside, same era.
Mapping Images to Scene Graphs with Permutation-Invariant Structured Prediction
Roei Herzig, Moshiko Raboh, Gal Chechik, Jonathan Berant, and Amir Globerson · 2018
Cited alongside, same era.
Cooperative Holistic Scene Understanding: Unifying 3D Object, Layout, and Camera Pose Estimation
Siyuan Huang, Siyuan Qi, Yinxue Xiao, Yixin Zhu, Ying Nian Wu, and Song-Chun Zhu · 2018
Cited alongside, same era.
Configurable 3D Scene Synthesis and 2D Image Rendering with Per-pixel Ground Truth Using Stochastic Grammars
Chenfanfu Jiang, Siyuan Qi, Yixin Zhu, Siyuan Huang, Jenny Lin, Lap-Fai Yu, Demetri Terzopoulos, and Song-Chun Zhu · 2018
Cited alongside, same era.
Image Generation from Scene Graphs
Justin Johnson, Agrim Gupta, and Li Fei-Fei · 2018
Cited alongside, same era.
GRAINS: Generative Recursive Autoencoders for Indoor Scenes
Manyi Li, Akshay Gadi Patil, Kai Xu, Siddhartha Chaudhuri, Owais Khan, Ariel Shamir, Changhe Tu, Baoquan Chen, Daniel Cohen-Or, and Hao Zhang · 2018
Cited alongside, same era.
Ji Hou, Angela Dai, and Matthias Nießner · 2019
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3D-RelNet: Joint Object and Relational Network for 3D Prediction
Nilesh Kulkarni, Ishan Misra, Shubham Tulsiani, and Abhinav Gupta · 2019
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3D Instance Segmentation via Multi-Task Metric Learning
Jean Lahoud, Bernard Ghanem, Marc Pollefeys, and Martin R. Oswald · 2019
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DeepGCNs: Can GCNs Go as Deep as CNNs?
Guohao Li, Matthias Müller, Ali Thabet, and Bernard Ghanem · 2019
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StructureNet: Hierarchical Graph Networks for 3D Shape Generation
Kaichun Mo, Paul Guerrero, Li Yi, Hao Su, Peter Wonka, Niloy Mitra, and Leonidas Guibas · 2019
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Attentive Relational Networks for Mapping Images to Scene Graphs
Mengshi Qi, Weijian Li, Zhengyuan Yang, Yunhong Wang, and Jiebo Luo · 2019
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Hierarchy Denoising Recursive Autoencoders for 3D Scene Layout Prediction
Yifei Shi, Angel Xuan Chang, , Zhelun Wu, Manolis Savva, and Kai Xu · 2019
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KPConv: Flexible and Deformable Convolution for Point Clouds
Hugues Thomas, Charles R. Qi, Jean-Emmanuel Deschaud, Beatriz Marcotegui, Francois Goulette, and Leonidas J. Guibas · 2019
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RIO: 3D Object Instance Re-Localization in Changing Indoor Environments
Johanna Wald, Armen Avetisyan, Nassir Navab, Federico Tombari, and Matthias Nießner · 2019
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GSPN: Generative Shape Proposal Network for 3D Instance Segmentation in Point Cloud
Li Yi, Wang Zhao, He Wang, Minhyuk Sung, and Leonidas J. Guibas · 2019
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3D Point Capsule Networks
Yongheng Zhao, Tolga Birdal, Haowen Deng, and Federico Tombari · 2019
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Semantic Image Manipulation Using Scene Graphs
Helisa Dhamo, Azade Farshad, Iro Laina, Nassir Navab, Gregory D. Hager, Federico Tombari, and Christian Rupprecht · 2020
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