SMD-Nets: Stereo Mixture Density Networks

8 April 2021

Fabio Tosi

Papers citing "SMD-Nets: Stereo Mixture Density Networks"

45 / 45 papers shown

Title
The Fourth Monocular Depth Estimation Challenge Anton Obukhov Matteo Poggi Fabio Tosi Ripudaman Singh Arora Jaime Spencer ... Tuan-Anh Yang Minh-Quang Nguyen T. Tran Albert Luginov Muhammad Shahzad MDE 416 1 0 24 Apr 2025
RFMI: Estimating Mutual Information on Rectified Flow for Text-to-Image Alignment Chao Wang Giulio Franzese A. Finamore Pietro Michiardi 214 0 0 18 Mar 2025
RGB-Phase Speckle: Cross-Scene Stereo 3D Reconstruction via Wrapped Pre-Normalization Kai Yang Zijian Bai Yang Xiao Xinyu Li Xiaohan Shi 159 0 0 08 Mar 2025
IGEV++: Iterative Multi-range Geometry Encoding Volumes for Stereo Matching Gangwei Xu Xianqi Wang Zhaoxing Zhang Junda Cheng Chunyuan Liao Xin Yang 3DV 110 12 0 01 Sep 2024
Wasserstein Distances for Stereo Disparity Estimation Divyansh Garg Yan Wang B. Hariharan M. Campbell Kilian Q. Weinberger Wei-Lun Chao 87 71 0 06 Jul 2020
GRAF: Generative Radiance Fields for 3D-Aware Image Synthesis Katja Schwarz Yiyi Liao Michael Niemeyer Andreas Geiger VGen 140 872 0 05 Jul 2020
Implicit Neural Representations with Periodic Activation Functions Vincent Sitzmann Julien N. P. Martel Alexander W. Bergman David B. Lindell Gordon Wetzstein AI4TS 159 2,571 0 17 Jun 2020
AANet: Adaptive Aggregation Network for Efficient Stereo Matching Haofei Xu Juyong Zhang 3DPC 3DV 117 465 0 20 Apr 2020
On the Synergies between Machine Learning and Binocular Stereo for Depth Estimation from Images: a Survey Matteo Poggi Fabio Tosi Konstantinos Batsos Philippos Mordohai S. Mattoccia 3DV MDE 98 15 0 18 Apr 2020
3D Photography using Context-aware Layered Depth Inpainting Meng-Li Shih Shih-Yang Su Johannes Kopf Jia-Bin Huang 3DPC 3DV 62 302 0 09 Apr 2020
Convolutional Occupancy Networks Songyou Peng Michael Niemeyer L. Mescheder Marc Pollefeys Andreas Geiger 3DV AI4CE 345 986 0 10 Mar 2020
PointRend: Image Segmentation as Rendering Alexander Kirillov Yuxin Wu Kaiming He Ross B. Girshick ISeg 76 898 0 17 Dec 2019
Differentiable Volumetric Rendering: Learning Implicit 3D Representations without 3D Supervision Michael Niemeyer L. Mescheder Michael Oechsle Andreas Geiger 3DH 3DV 71 1,000 0 16 Dec 2019
Hierarchical Deep Stereo Matching on High-resolution Images Gengshan Yang Joshua M. Manela Michael Happold Deva Ramanan 3DV 107 261 0 13 Dec 2019
Cascade Cost Volume for High-Resolution Multi-View Stereo and Stereo Matching Xiaodong Gu Zhiwen Fan Zuozhuo Dai Siyu Zhu Feitong Tan P. Tan 3DV 121 722 0 13 Dec 2019
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 520 42,449 0 03 Dec 2019
Normal Assisted Stereo Depth Estimation Uday Kusupati Shuo Cheng Rui Chen Hao Su 3DV 44 85 0 24 Nov 2019
Learning End-To-End Scene Flow by Distilling Single Tasks Knowledge Filippo Aleotti Matteo Poggi Fabio Tosi S. Mattoccia 37 40 0 22 Nov 2019
Real-Time Semantic Stereo Matching Pier Luigi Dovesi Matteo Poggi Lorenzo Andraghetti Miquel Martí Hedvig Kjellström Alessandro Pieropan S. Mattoccia 3DV 108 71 0 01 Oct 2019
Adaptive Unimodal Cost Volume Filtering for Deep Stereo Matching Youming Zhang Yimin Chen Xiao Bai J. Zhou Kun Yu Zhiwei Li Kuiyuan Yang 3DV 56 181 0 09 Sep 2019
Pseudo-LiDAR++: Accurate Depth for 3D Object Detection in Autonomous Driving Yurong You Yan Wang Wei-Lun Chao Divyansh Garg Geoff Pleiss B. Hariharan M. Campbell Kilian Q. Weinberger 3DPC 95 395 0 14 Jun 2019
CNN-based Cost Volume Analysis as Confidence Measure for Dense Matching M. Mehltretter Christian Heipke 3DV 30 16 0 17 May 2019
Texture Fields: Learning Texture Representations in Function Space Michael Oechsle L. Mescheder Michael Niemeyer Thilo Strauss Andreas Geiger 3DH 3DV 97 299 0 17 May 2019
PIFu: Pixel-Aligned Implicit Function for High-Resolution Clothed Human Digitization Shunsuke Saito Zeng Huang Ryota Natsume Shigeo Morishima Angjoo Kanazawa Hao Li 3DH 150 1,258 0 13 May 2019
GA-Net: Guided Aggregation Net for End-to-end Stereo Matching Feihu Zhang V. Prisacariu Ruigang Yang Philip Torr 3DV 52 686 0 13 Apr 2019
StereoDRNet: Dilated Residual Stereo Net Rohan Chabra Julian Straub Chris Sweeney Richard Newcombe Henry Fuchs MDE 3DPC 3DV 63 103 0 03 Apr 2019
Group-wise Correlation Stereo Network Xiaoyang Guo Kai Yang Wukui Yang Xiaogang Wang Hongsheng Li 3DV 123 565 0 10 Mar 2019
EdgeStereo: An Effective Multi-Task Learning Network for Stereo Matching and Edge Detection Xiao-yang Song Xu Zhao Liangji Fang Hanwen Hu 101 167 0 05 Mar 2019
DeepSDF: Learning Continuous Signed Distance Functions for Shape Representation Jeong Joon Park Peter R. Florence Julian Straub Richard Newcombe S. Lovegrove 3DV 133 3,704 0 16 Jan 2019
Hierarchical Discrete Distribution Decomposition for Match Density Estimation Zhichao Yin Trevor Darrell Feng Yu 3DV 121 246 0 15 Dec 2018
Occupancy Networks: Learning 3D Reconstruction in Function Space L. Mescheder Michael Oechsle Michael Niemeyer Sebastian Nowozin Andreas Geiger 3DV 249 2,906 0 10 Dec 2018
Learning Implicit Fields for Generative Shape Modeling Zhiqin Chen Hao Zhang AI4CE 3DV 148 1,638 0 06 Dec 2018
Anytime Stereo Image Depth Estimation on Mobile Devices Yan Wang Zihang Lai Gao Huang Brian H. Wang Laurens van der Maaten M. Campbell Kilian Q. Weinberger 70 189 0 26 Oct 2018
Real-time self-adaptive deep stereo A. Tonioni Fabio Tosi Matteo Poggi S. Mattoccia Luigi Di Stefano 106 266 0 12 Oct 2018
Occlusions, Motion and Depth Boundaries with a Generic Network for Disparity, Optical Flow or Scene Flow Estimation Eddy Ilg Tonmoy Saikia Margret Keuper Thomas Brox 3DPC 124 206 0 06 Aug 2018
SegStereo: Exploiting Semantic Information for Disparity Estimation Guorun Yang Hengshuang Zhao Jianping Shi Zhidong Deng Jiaya Jia 69 338 0 31 Jul 2018
StereoNet: Guided Hierarchical Refinement for Real-Time Edge-Aware Depth Prediction S. Khamis S. Fanello Christoph Rhemann Adarsh Kowdle Julien P. C. Valentin Shahram Izadi 3DV 52 341 0 24 Jul 2018
Practical Deep Stereo (PDS): Toward applications-friendly deep stereo matching S. Tulyakov A. Ivanov François Fleuret 3DV 105 126 0 05 Jun 2018
Pyramid Stereo Matching Network Jia-Ren Chang Yonghao Chen 3DPC 128 1,509 0 23 Mar 2018
Cascade Residual Learning: A Two-stage Convolutional Neural Network for Stereo Matching Jiahao Pang Wenxiu Sun Jimmy S. J. Ren Chengxi Yang Qiong Yan 82 457 0 30 Aug 2017
What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision? Alex Kendall Y. Gal BDL OOD UD UQCV PER 359 4,709 0 15 Mar 2017
End-to-End Learning of Geometry and Context for Deep Stereo Regression Alex Kendall H. Martirosyan Saumitro Dasgupta Peter Henry Ryan Kennedy Abraham Bachrach Adam Bry 3DV 3DPC MDE 85 1,336 0 13 Mar 2017
A Large Dataset to Train Convolutional Networks for Disparity, Optical Flow, and Scene Flow Estimation N. Mayer Eddy Ilg Philip Häusser Philipp Fischer Daniel Cremers Alexey Dosovitskiy Thomas Brox 3DPC 64 2,648 0 07 Dec 2015
Stereo Matching by Training a Convolutional Neural Network to Compare Image Patches Jure Zbontar Yann LeCun 3DV 143 1,388 0 20 Oct 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.9K 150,260 0 22 Dec 2014