High Quality Monocular Depth Estimation via Transfer Learning

31 December 2018

Papers citing "High Quality Monocular Depth Estimation via Transfer Learning"

50 / 74 papers shown

Title
LiDAR-Guided Monocular 3D Object Detection for Long-Range Railway Monitoring Raul David Dominguez Sanchez Xavier Jair Diaz Ortiz Xingcheng Zhou M. Ronecker Michael Karner Daniel Watzenig Alois C. Knoll 153 0 0 25 Apr 2025
Depth-Aided Color Image Inpainting in Quaternion Domain Shunki Tatsumi Ryo Hayakawa Youji Iiguni 53 0 0 21 Mar 2025
FOCUS - Multi-View Foot Reconstruction From Synthetically Trained Dense Correspondences Oliver Boyne R. Cipolla 3DH 3DV 75 0 0 10 Feb 2025
TexAVi: Generating Stereoscopic VR Video Clips from Text Descriptions Vriksha Srihari R. Bhavya Shruti Jayaraman V. Mary Anita Rajam DiffM VGen 37 0 0 02 Jan 2025
DurLAR: A High-fidelity 128-channel LiDAR Dataset with Panoramic Ambient and Reflectivity Imagery for Multi-modal Autonomous Driving Applications Li Li K. Ismail Hubert P. H. Shum T. Breckon 42 19 0 14 Jun 2024
Domain-Transferred Synthetic Data Generation for Improving Monocular Depth Estimation Seungyeop Lee Knut Peterson Solmaz Arezoomandan Bill Cai Peihan Li Lifeng Zhou David Han MDE 35 0 0 02 May 2024
Promoting CNNs with Cross-Architecture Knowledge Distillation for Efficient Monocular Depth Estimation Zhimeng Zheng Tao Huang Gongsheng Li Zuyi Wang 50 2 0 25 Apr 2024
METER: a mobile vision transformer architecture for monocular depth estimation Lorenzo Papa Paolo Russo Irene Amerini MDE 27 18 0 13 Mar 2024
Pyramid Feature Attention Network for Monocular Depth Prediction Yifang Xu Chenglei Peng Ming Li Yang Li S. Du 3DPC MDE 43 11 0 03 Mar 2024
ADU-Depth: Attention-based Distillation with Uncertainty Modeling for Depth Estimation Zizhang Wu Zhuozheng Li Zhi-Gang Fan Yunzhe Wu Xiaoquan Wang Rui Tang Jian Pu 25 1 0 26 Sep 2023
High-Resolution Synthetic RGB-D Datasets for Monocular Depth Estimation Aakash Rajpal N. Cheema K. Illgner-Fehns P. Slusallek S. Jaiswal MDE 3DV 43 12 0 02 May 2023
EvoluNet: Advancing Dynamic Non-IID Transfer Learning on Graphs Haohui Wang Yuzhen Mao Yujun Yan Yaoqing Yang Jianhui Sun ... Si Zhang Alison Hu Edward Bowen Tyler Cody Dawei Zhou 49 2 0 01 May 2023
Image Stabilization for Hololens Camera in Remote Collaboration Gowtham Senthil Siva Vignesh Krishnan Annam Lakshmanan Florence Kissling 22 0 0 05 Apr 2023
AI-Based Framework for Understanding Car Following Behaviors of Drivers in A Naturalistic Driving Environment Armstrong Aboah Abdul Rashid Mussah Y. Adu-Gyamfi 30 4 0 23 Jan 2023
LitAR: Visually Coherent Lighting for Mobile Augmented Reality Yiqin Zhao Chongyang Ma Haibin Huang Tian Guo 19 7 0 15 Jan 2023
Lightweight Monocular Depth Estimation R. Ma Shi-yuan Chen Qin Zhang MDE 21 0 0 21 Dec 2022
HoloBeam: Paper-Thin Near-Eye Displays K. Akşit Yuta Itoh 33 12 0 08 Dec 2022
Images Speak in Images: A Generalist Painter for In-Context Visual Learning Xinlong Wang Wen Wang Yue Cao Chunhua Shen Tiejun Huang VLM MLLM 66 245 0 05 Dec 2022
LightDepth: A Resource Efficient Depth Estimation Approach for Dealing with Ground Truth Sparsity via Curriculum Learning Fatemeh Karimi Amir Mehrpanah Reza Rawassizadeh 29 1 0 16 Nov 2022
3D Scene Inference from Transient Histograms Sacha Jungerman Atul Ingle Yin Li Mohit Gupta 18 6 0 09 Nov 2022
2T-UNET: A Two-Tower UNet with Depth Clues for Robust Stereo Depth Estimation Rohit Choudhary Mansi Sharma Rithvik Anil 3DV MDE 38 1 0 27 Oct 2022
Depth Monocular Estimation with Attention-based Encoder-Decoder Network from Single Image Xin Zhang R. Abdelfattah Yuqi Song Samuel A. Dauchert Xiaofen Wang MDE 28 5 0 24 Oct 2022
U-HRNet: Delving into Improving Semantic Representation of High Resolution Network for Dense Prediction Jian Wang Xiang Long Guowei Chen Zewu Wu Zeyu Chen Errui Ding SSeg 25 11 0 13 Oct 2022
Lightweight Monocular Depth Estimation with an Edge Guided Network Xingshuai Dong Matthew A. Garratt S. Anavatti H. Abbass Junyu Dong MDE 27 2 0 29 Sep 2022
UDepth: Fast Monocular Depth Estimation for Visually-guided Underwater Robots Boxiao Yu Jiayi Wu M. Islam MDE 15 37 0 26 Sep 2022
SphereDepth: Panorama Depth Estimation from Spherical Domain Q. Yan Qiang-qiang Wang Kaiyong Zhao Bo Li Xiaowen Chu F. Deng MDE 34 2 0 29 Aug 2022
Rethinking Skip Connections in Encoder-decoder Networks for Monocular Depth Estimation Zhitong Lai Haichao Sun Rui Tian Nannan Ding Zhiguo Wu Yanjie Wang MDE 31 3 0 29 Aug 2022
GoToNet: Fast Monocular Scene Exposure and Exploration Tom Avrech Evgenii Zheltonozhskii Chaim Baskin Ehud Rivlin 30 0 0 13 Jun 2022
Depth Estimation Matters Most: Improving Per-Object Depth Estimation for Monocular 3D Detection and Tracking Longlong Jing Ruichi Yu Henrik Kretzschmar Kang Li C. Qi ... Yingwei Li Yurong You Han Deng Congcong Li Drago Anguelov 3DPC MDE 42 18 0 08 Jun 2022
UViM: A Unified Modeling Approach for Vision with Learned Guiding Codes Alexander Kolesnikov André Susano Pinto Lucas Beyer Xiaohua Zhai Jeremiah Harmsen N. Houlsby 103 68 0 20 May 2022
Improving Monocular Visual Odometry Using Learned Depth Libo Sun Wei Yin Enze Xie Zhengrong Li Changming Sun Chunhua Shen MDE 29 26 0 04 Apr 2022
BinsFormer: Revisiting Adaptive Bins for Monocular Depth Estimation Zhenyu Li Xuyang Wang Xianming Liu Junjun Jiang MDE 34 192 0 03 Apr 2022
LocalBins: Improving Depth Estimation by Learning Local Distributions S. Bhat Ibraheem Alhashim Peter Wonka MDE 38 100 0 28 Mar 2022
3D-GIF: 3D-Controllable Object Generation via Implicit Factorized Representations M. Lee Chaeyeon Chung Hojun Cho Minjung Kim Sanghun Jung Jaegul Choo Minhyuk Sung DiffM 33 4 0 12 Mar 2022
Joint Learning of Salient Object Detection, Depth Estimation and Contour Extraction Xiaoqi Zhao Youwei Pang Lihe Zhang Huchuan Lu 31 21 0 09 Mar 2022
DenseTact: Optical Tactile Sensor for Dense Shape Reconstruction Won Kyung Do Monroe Kennedy 19 54 0 04 Jan 2022
Towards Panoptic 3D Parsing for Single Image in the Wild Sainan Liu Vincent Nguyen Yuan Gao Subarna Tripathi Zhuowen Tu 3DV 35 4 0 04 Nov 2021
Discovering Supply Chain Links with Augmented Intelligence Achintya Gopal Chun-Han Chang 40 3 0 02 Nov 2021
Absolute distance prediction based on deep learning object detection and monocular depth estimation models Armin Masoumian David G. F. Marei Saddam Abdulwahab Julián Cristiano D. Puig Hatem A. Rashwan MDE 25 22 0 02 Nov 2021
CamLessMonoDepth: Monocular Depth Estimation with Unknown Camera Parameters Sai Shyam Chanduri Zeeshan Khan Suri Igor Vozniak Christian Müller MDE 34 12 0 27 Oct 2021
Pseudo Supervised Monocular Depth Estimation with Teacher-Student Network Huan Liu Junsong Yuan Chen Wang Jun Chen MDE 44 4 0 22 Oct 2021
Depth360: Self-supervised Learning for Monocular Depth Estimation using Learnable Camera Distortion Model Noriaki Hirose Kosuke Tahara MDE 36 4 0 20 Oct 2021
Learning multiplane images from single views with self-supervision Gustavo Sutter P. Carvalho D. Luvizon Antonio Joia Neto André G. C. Pacheco O. A. B. Penatti SSL 38 1 0 18 Oct 2021
Seeing Glass: Joint Point Cloud and Depth Completion for Transparent Objects Haoping Xu Yi Ru Wang S. Eppel Alán Aspuru-Guzik Florian Shkurti Animesh Garg 101 51 0 30 Sep 2021
DepthTrack : Unveiling the Power of RGBD Tracking Song Yan Jinyu Yang Jani Käpylä Feng Zheng A. Leonardis Joni-Kristian Kämäräinen 3DV MDE 23 56 0 31 Aug 2021
UniNet: A Unified Scene Understanding Network and Exploring Multi-Task Relationships through the Lens of Adversarial Attacks Naresh Gurulingan Elahe Arani Bahram Zonooz 33 7 0 10 Aug 2021
Mirror3D: Depth Refinement for Mirror Surfaces J. Tan W. Lin Angel X. Chang Manolis Savva MDE 26 22 0 11 Jun 2021
A Novel 3D-UNet Deep Learning Framework Based on High-Dimensional Bilateral Grid for Edge Consistent Single Image Depth Estimation Mansi Sharma Abheesht Sharma Kadvekar Rohit Tushar Avinash Panneer MDE 46 6 0 21 May 2021
Fast and Accurate Single-Image Depth Estimation on Mobile Devices, Mobile AI 2021 Challenge: Report Andrey D. Ignatov Grigory Malivenko D. Plowman Samarth Shukla Radu Timofte ... Tianpeng Feng Yang Liu Chuannan Sheng Jian Yin Fausto T. Benavide MDE 32 35 0 17 May 2021
Focusing on Shadows for Predicting Heightmaps from Single Remotely Sensed RGB Images with Deep Learning S. Karatsiolis A. Kamilaris 35 1 0 22 Apr 2021