FocDepthFormer: Transformer with LSTM for Depth Estimation from Focus

FocDepthFormer: Transformer with LSTM for Depth Estimation from Focus

17 October 2023

Papers citing "FocDepthFormer: Transformer with LSTM for Depth Estimation from Focus"

13 / 13 papers shown

Title
Block-Recurrent Transformers DeLesley S. Hutchins Imanol Schlag Yuhuai Wu Ethan Dyer Behnam Neyshabur 71 96 0 11 Mar 2022
DIML/CVL RGB-D Dataset: 2M RGB-D Images of Natural Indoor and Outdoor Scenes Jaehoon Cho Dongbo Min Youngjung Kim Kwanghoon Sohn 3DV 92 43 0 22 Oct 2021
Early Convolutions Help Transformers See Better Tete Xiao Mannat Singh Eric Mintun Trevor Darrell Piotr Dollár Ross B. Girshick 45 765 0 28 Jun 2021
Single Image Depth Prediction with Wavelet Decomposition Michael Ramamonjisoa Michael Firman Jamie Watson Vincent Lepetit Daniyar Turmukhambetov MDE 67 55 0 03 Jun 2021
Vision Transformers for Dense Prediction René Ranftl Alexey Bochkovskiy V. Koltun ViT MDE 125 1,717 0 24 Mar 2021
Focus on defocus: bridging the synthetic to real domain gap for depth estimation Maxim Maximov Kevin Galim Laura Leal-Taixé MDE 84 63 0 19 May 2020
TRANS-BLSTM: Transformer with Bidirectional LSTM for Language Understanding Zhiheng Huang Peng Xu Davis Liang Ajay K. Mishra Bing Xiang 19 31 0 16 Mar 2020
Enforcing geometric constraints of virtual normal for depth prediction Wei Yin Yifan Liu Chunhua Shen Youliang Yan 3DV MDE 112 426 0 29 Jul 2019
Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer René Ranftl Katrin Lasinger David Hafner Konrad Schindler V. Koltun MDE 197 1,786 0 02 Jul 2019
Learning Monocular Depth by Distilling Cross-domain Stereo Networks Xiaoyang Guo Hongsheng Li Shuai Yi Jimmy S. J. Ren Xiaogang Wang MDE 65 207 0 20 Aug 2018
On the Importance of Stereo for Accurate Depth Estimation: An Efficient Semi-Supervised Deep Neural Network Approach Nikolai Smolyanskiy A. Kamenev Stan Birchfield MDE 97 95 0 26 Mar 2018
Revisiting Single Image Depth Estimation: Toward Higher Resolution Maps with Accurate Object Boundaries Junjie Hu Mete Ozay Yan Zhang Takayuki Okatani 3DV 77 375 0 23 Mar 2018
Deep Depth From Focus C. Hazirbas Sebastian Georg Soyer Maximilian Christian Staab Laura Leal-Taixé Daniel Cremers 3DV 51 83 0 04 Apr 2017