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Although LEGO sets have entertained generations of children and adults, the challenge of designing customized builds matching the complexity of real-world or imagined scenes remains too great for the average enthusiast.
Voxelization of boundary representations using oriented LEGO® plates
Bram Lambrecht · 2006
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Legolizer: a real-time system for modeling and rendering lego representations of boundary models
Luis FMS Silva, Vitor F Pamplona, and Joao LD Comba · 2009
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Imagenet classification with deep convolutional neural networks
Alex Krizhevsky, Ilya Sutskever, and Geoffrey E Hinton · 2012
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Parsing ikea objects: Fine pose estimation
Joseph J Lim, Hamed Pirsiavash, and Antonio Torralba · 2013
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Legolization: Optimizing lego designs
Sheng-Jie Luo, Yonghao Yue, Chun-Kai Huang, Yu-Huan Chung, Sei Imai, Tomoyuki Nishita, and Bing-Yu Chen · 2015
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3d shapenets: A deep representation for volumetric shapes, 2015
Zhirong Wu, Shuran Song, Aditya Khosla, Fisher Yu, Linguang Zhang, Xiaoou Tang, and Jianxiong Xiao · 2015
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3D-R2N2: A unified approach for single and multi-view 3D object reconstruction
Christopher B. Choy, Danfei Xu, JunYoung Gwak, Kevin Chen, and Silvio Savarese · 2016
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Learning a predictable and generative vector representation for objects
Rohit Girdhar, David F Fouhey, Mikel Rodriguez, and Abhinav Gupta · 2016
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Large pose 3d face reconstruction from a single image via direct volumetric cnn regression
Aaron S Jackson, Adrian Bulat, Vasileios Argyriou, and Georgios Tzimiropoulos · 2017
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Octree Generating Networks: Efficient Convolutional Architectures for High-resolution 3D Outputs, 2017
Maxim Tatarchenko, Alexey Dosovitskiy, and Thomas Brox · 2017
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Generating 3D-objects using neural networks, 2018
Patrik Stigeborn · 2018
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4D spatio-temporal ConvNets: Minkowski convolutional neural networks
Christopher Choy, JunYoung Gwak, and Silvio Savarese · 2019
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ColouredVoxels2LDR, Feb. 2019
Neil Marsden · 2019
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Pyrender
Matthew Matl · 2019
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Generalized intersection over union: A metric and a loss for bounding box regression
Hamid Rezatofighi, Nathan Tsoi, JunYoung Gwak, Amir Sadeghian, Ian Reid, and Silvio Savarese · 2019
Cited alongside, same era.
DeepFaceDrawing: Deep generation of face images from sketches
Shu-Yu Chen, Wanchao Su, Lin Gao, Shihong Xia, and Hongbo Fu · 2020
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Do 2D GANs know 3D shape? Unsupervised 3D shape reconstruction from 2D image GANs
Xingang Pan, Bo Dai, Ziwei Liu, Chen Change Loy, and Ping Luo · 2020
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Background matting: The world is your green screen
Soumyadip Sengupta, Vivek Jayaram, Brian Curless, Steven M Seitz, and Ira Kemelmacher-Shlizerman · 2020
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Rotation-robust intersection over union for 3d object detection
Yu Zheng, Danyang Zhang, Sinan Xie, Jiwen Lu, and Jie Zhou · 2020
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Single image 3D object reconstruction based on deep learning: A review
Kui Fu, Jiansheng Peng, Qiwen He, and Hanxiao Zhang · 2021
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Self-supervised 3D mesh reconstruction from single images
Tao Hu, Liwei Wang, Xiaogang Xu, Shu Liu, and Jiaya Jia · 2021
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Real-time high-resolution background matting
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Generative sparse detection networks for 3d single-shot object detection, 2020
JunYoung Gwak, Christopher Choy, and Silvio Savarese · 2020
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Image-to-voxel model translation for 3d scene reconstruction and segmentation
Vladimir V Kniaz, Vladimir A Knyaz, Fabio Remondino, Artem Bordodymov, and Petr Moshkantsev · 2020
Cited alongside, same era.
Lego Mosaic Maker
Lego · 2020
Cited alongside, same era.
Shanchuan Lin, Andrey Ryabtsev, Soumyadip Sengupta, Brian L Curless, Steven M Seitz, and Ira Kemelmacher-Shlizerman · 2021
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Zero-Shot Text-to-Image Generation
Aditya Ramesh, Mikhail Pavlov, Gabriel Goh, Scott Gray, Chelsea Voss, Alec Radford, Mark Chen, and Ilya Sutskever · 2021
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A missing data imputation method for 3d object reconstruction using multi-modal variational autoencoder
Hyeonwoo Yu and Jean Oh · 2021
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Learning generalized intersection over union for dense pixelwise prediction
Jiaqian Yu, Jingtao Xu, Yiwei Chen, Weiming Li, Qiang Wang, Byungin Yoo, and Jae-Joon Han · 2021
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