Structured Attention Guided Convolutional Neural Fields for Monocular Depth Estimation

29 March 2018

Dan Xu

Papers citing "Structured Attention Guided Convolutional Neural Fields for Monocular Depth Estimation"

50 / 138 papers shown

Title
Enhancing Monocular Depth Estimation with Multi-Source Auxiliary Tasks Alessio Quercia Erenus Yildiz Zhuo Cao Kai Krajsek Abigail Morrison Ira Assent Hanno Scharr 60 0 0 22 Jan 2025
Semi-supervised Credit Card Fraud Detection via Attribute-Driven Graph Representation Sheng Xiang Mingzhi Zhu Dawei Cheng Enxia Li Ruihui Zhao Yi Ouyang Ling Chen Yefeng Zheng GNN 69 60 0 24 Dec 2024
Hierarchical Cross-Attention Network for Virtual Try-On Hao Tang Bin Ren Pingping Wu N. Sebe 83 0 0 23 Nov 2024
DCDepth: Progressive Monocular Depth Estimation in Discrete Cosine Domain Kun Wang Zhiqiang Yan Junkai Fan Wanlu Zhu Xianrui Li Jun Li Jian Yang MDE 46 5 0 19 Oct 2024
Deep Learning-based Depth Estimation Methods from Monocular Image and Videos: A Comprehensive Survey Uchitha Rajapaksha Ferdous Sohel Hamid Laga D. Diepeveen Mohammed Bennamoun MDE 46 11 0 28 Jun 2024
OmniControlNet: Dual-stage Integration for Conditional Image Generation Yilin Wang Haiyang Xu Xiang Zhang Zeyuan Chen Zhizhou Sha Zirui Wang Zhuowen Tu VLM 39 15 0 09 Jun 2024
ProMotion: Prototypes As Motion Learners Yawen Lu Dongfang Liu Qifan Wang Cheng Han Yiming Cui Zhiwen Cao Xueling Zhang Yingjie Victor Chen Heng Fan DiffM 51 2 0 07 Jun 2024
Implicit and Explicit Language Guidance for Diffusion-based Visual Perception Hefeng Wang Jiale Cao Jin Xie Aiping Yang Yanwei Pang VLM DiffM 50 2 0 11 Apr 2024
MaGRITTe: Manipulative and Generative 3D Realization from Image, Topview and Text T. Hara Tatsuya Harada DiffM 27 3 0 30 Mar 2024
Adaptive Fusion of Single-View and Multi-View Depth for Autonomous Driving JunDa Cheng Wei Yin Kaixuan Wang Xiaozhi Chen Shijie Wang Xin Yang 36 13 0 12 Mar 2024
Proximity QA: Unleashing the Power of Multi-Modal Large Language Models for Spatial Proximity Analysis Jianing Li Xi Nan Ming Lu Li Du Shanghang Zhang 50 1 0 31 Jan 2024
Enhancing Diffusion Models with 3D Perspective Geometry Constraints Rishi Upadhyay Howard Zhang Yunhao Ba Ethan Yang Blake Gella Sicheng Jiang Alex Wong A. Kadambi 24 11 0 01 Dec 2023
DeepMetricEye: Metric Depth Estimation in Periocular VR Imagery Yitong Sun Zijian Zhou Cyriel Diels Ali Asadipour MDE 28 0 0 13 Nov 2023
PolyMaX: General Dense Prediction with Mask Transformer Xuan S. Yang Liangzhe Yuan Kimberly Wilber Astuti Sharma Xiuye Gu ... Stephanie Debats Huisheng Wang Hartwig Adam Mikhail Sirotenko Liang-Chieh Chen 39 14 0 09 Nov 2023
RSRD: A Road Surface Reconstruction Dataset and Benchmark for Safe and Comfortable Autonomous Driving Tong Zhao Chenfeng Xu Mingyu Ding Masayoshi Tomizuka Wei Zhan Y. Wei 3DV 40 10 0 03 Oct 2023
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
Edge Guided GANs with Multi-Scale Contrastive Learning for Semantic Image Synthesis Hao Tang Guolei Sun N. Sebe Luc Van Gool GAN 46 9 0 22 Jul 2023
Probabilistic Multimodal Depth Estimation Based on Camera-LiDAR Sensor Fusion Johan S. Obando-Ceron Victor A. Romero-Cano S. Monteiro MDE 43 3 0 20 Jul 2023
Contrastive Multi-Task Dense Prediction S. Yang Hanrong Ye Dan Xu 39 11 0 16 Jul 2023
Self-supervised Multi-task Learning Framework for Safety and Health-Oriented Connected Driving Environment Perception using Onboard Camera Shaocheng Jia Wei-Ting Yao 40 0 0 20 Jun 2023
LDM3D: Latent Diffusion Model for 3D Gabriela Ben-Melech Stan Diana Wofk Scottie Fox Alex Redden Will Saxton ... Estelle Aflalo Shao-Yen Tseng Fabio Nonato Matthias Muller Vasudev Lal 35 45 0 18 May 2023
Learning Monocular Depth in Dynamic Environment via Context-aware Temporal Attention Zizhang Wu Zhuozheng Li Zhi-Gang Fan Yunzhe Wu Yuanzhu Gan Jian Pu Xianzhi Li MDE 45 0 0 12 May 2023
iDisc: Internal Discretization for Monocular Depth Estimation Luigi Piccinelli Daniel Gehrig Feng Yu 38 81 0 13 Apr 2023
Single Image Depth Prediction Made Better: A Multivariate Gaussian Take Ce Liu Suryansh Kumar Shuhang Gu Radu Timofte Luc Van Gool MDE VLM 34 15 0 31 Mar 2023
Exploring Sparse Visual Prompt for Domain Adaptive Dense Prediction Senqiao Yang Jiarui Wu Jiaming Liu Xiaoqi Li Qizhe Zhang Mingjie Pan Yulu Gan Zehui Chen Shanghang Zhang MDE VLM 45 18 0 17 Mar 2023
A Simple Baseline for Supervised Surround-view Depth Estimation Xianda Guo Wenjie Yuan Yunpeng Zhang Tian Yang Chenming Zhang Zhengbiao Zhu Long Chen MDE 49 3 0 14 Mar 2023
On the Metrics for Evaluating Monocular Depth Estimation A. Gurram Antonio M. López 45 3 0 20 Feb 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
FG-Depth: Flow-Guided Unsupervised Monocular Depth Estimation Junyu Zhu Lina Liu Yong Liu Wanlong Li Feng Wen Hongbo Zhang MDE 31 2 0 20 Jan 2023
All in Tokens: Unifying Output Space of Visual Tasks via Soft Token Jia Ning Chen Li Zheng-Wei Zhang Zigang Geng Qi Dai Kun He Han Hu 56 44 0 05 Jan 2023
Vision-Based Environmental Perception for Autonomous Driving Fei Liu Zihao Lu Xianke Lin 24 15 0 22 Dec 2022
SfM-TTR: Using Structure from Motion for Test-Time Refinement of Single-View Depth Networks Sergio Izquierdo Javier Civera TTA MDE 40 7 0 24 Nov 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
DELTAR: Depth Estimation from a Light-weight ToF Sensor and RGB Image Yijin Li Xinyang Liu Wenqian Dong Han Zhou Hujun Bao Guofeng Zhang Yinda Zhang Zhaopeng Cui 45 26 0 27 Sep 2022
BiFuse++: Self-supervised and Efficient Bi-projection Fusion for 360 Depth Estimation Fu-En Wang Yu-Hsuan Yeh Yi-Hsuan Tsai Wei-Chen Chiu Min Sun MDE 31 32 0 07 Sep 2022
Uncertainty Guided Depth Fusion for Spike Camera Jianing Li Jiaming Liu Xi Wei Jiyuan Zhang Ming Lu Lei Ma Li Du Tiejun Huang Shanghang Zhang 3DH MDE 32 1 0 26 Aug 2022
Unsupervised Spike Depth Estimation via Cross-modality Cross-domain Knowledge Transfer Jiaming Liu Qizhe Zhang Jianing Li Ming Lu Tiejun Huang Shanghang Zhang 31 9 0 26 Aug 2022
RA-Depth: Resolution Adaptive Self-Supervised Monocular Depth Estimation Mu He Le Hui Yikai Bian J. Ren Jin Xie Jian Yang MDE 35 55 0 25 Jul 2022
MEStereo-Du2CNN: A Novel Dual Channel CNN for Learning Robust Depth Estimates from Multi-exposure Stereo Images for HDR 3D Applications Rohit Choudhary Mansi Sharma V. UmaT. Rithvik Anil 3DV 26 1 0 21 Jun 2022
Structured Attention Composition for Temporal Action Localization Le Yang Junwei Han Tao Zhao Nian Liu Dingwen Zhang 42 17 0 20 May 2022
P3Depth: Monocular Depth Estimation with a Piecewise Planarity Prior Vaishakh Patil Daniel Gehrig Alexander Liniger Luc Van Gool MDE 19 128 0 05 Apr 2022
LocalBins: Improving Depth Estimation by Learning Local Distributions S. Bhat Ibraheem Alhashim Peter Wonka MDE 38 100 0 28 Mar 2022
NeW CRFs: Neural Window Fully-connected CRFs for Monocular Depth Estimation Weihao Yuan Xiaodong Gu Zuozhuo Dai Siyu Zhu Ping Tan 47 175 0 03 Mar 2022
Joint Learning of Frequency and Spatial Domains for Dense Predictions Shaocheng Jia Wei-Ting Yao 33 0 0 18 Feb 2022
GLPanoDepth: Global-to-Local Panoramic Depth Estimation Jia-Chi Bai Shuichang Lai Haoyu Qin Jie Guo Yanwen Guo ViT MDE 69 21 0 06 Feb 2022
Continual Attentive Fusion for Incremental Learning in Semantic Segmentation Guanglei Yang Enrico Fini Dan Xu Paolo Rota Mingli Ding Hao Tang Xavier Alameda-Pineda Elisa Ricci CLL 38 22 0 01 Feb 2022
GeoFill: Reference-Based Image Inpainting with Better Geometric Understanding Yunhan Zhao Connelly Barnes Yuqian Zhou Eli Shechtman Sohrab Amirghodsi Charless C. Fowlkes 32 8 0 20 Jan 2022
NVS-MonoDepth: Improving Monocular Depth Prediction with Novel View Synthesis Z. Bauer Zuoyue Li S. Orts-Escolano M. Cazorla Marc Pollefeys Martin R. Oswald MDE 29 10 0 22 Dec 2021
Self-Supervised Monocular Depth and Ego-Motion Estimation in Endoscopy: Appearance Flow to the Rescue Shuwei Shao Z. Pei Weihai Chen Wentao Zhu Xingming Wu Dianmin Sun Baochang Zhang MDE 46 93 0 15 Dec 2021
Multi-Modal Perception Attention Network with Self-Supervised Learning for Audio-Visual Speaker Tracking Yidi Li Hong Liu Hao Tang 22 20 0 14 Dec 2021