NeW CRFs: Neural Window Fully-connected CRFs for Monocular Depth Estimation

3 March 2022

Xiaodong Gu

Papers citing "NeW CRFs: Neural Window Fully-connected CRFs for Monocular Depth Estimation"

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Title
Depth as Points: Center Point-based Depth Estimation Zhiheng Tu Xinjian Huang Y. He Ruiyang Zhou Bo Du Weitao Wu 3DPC 52 0 0 26 Apr 2025
Dense Geometry Supervision for Underwater Depth Estimation Wenxiang Gua Lin Qia MDE 28 0 0 25 Apr 2025
Back to Fundamentals: Low-Level Visual Features Guided Progressive Token Pruning Yuanbing Ouyang Yizhuo Liang Qingpeng Li Xinfei Guo Yiming Luo Di Wu Hao Wang Yushan Pan ViT VLM 73 0 0 25 Apr 2025
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 129 0 0 24 Apr 2025
Deep Depth Estimation from Thermal Image: Dataset, Benchmark, and Challenges Ukcheol Shin Jinsun Park 3DV MDE 39 0 0 28 Mar 2025
One Look is Enough: A Novel Seamless Patchwise Refinement for Zero-Shot Monocular Depth Estimation Models on High-Resolution Images Byeongjun Kwon Munchurl Kim VLM MDE 57 0 0 28 Mar 2025
A Unified Image-Dense Annotation Generation Model for Underwater Scenes Hongkai Lin Dingkang Liang Zhenghao Qi X. Bai DiffM 41 0 0 27 Mar 2025
FUSE: Label-Free Image-Event Joint Monocular Depth Estimation via Frequency-Decoupled Alignment and Degradation-Robust Fusion Pihai Sun Junjun Jiang Yuanqi Yao Youyu Chen Wenbo Zhao Kui Jiang Xianming Liu MDE 41 0 0 25 Mar 2025
UniK3D: Universal Camera Monocular 3D Estimation Luigi Piccinelli Christos Sakaridis Mattia Segu Yifan Yang Siyuan Li Wim Abbeloos Luc Van Gool MDE 47 0 0 20 Mar 2025
QuartDepth: Post-Training Quantization for Real-Time Depth Estimation on the Edge Xuan Shen Weize Ma Jing Liu Changdi Yang Rui Ding ... Wei Niu Yanzhi Wang Pu Zhao Jun Lin Jiuxiang Gu MQ 57 0 0 20 Mar 2025
Seeing the Future, Perceiving the Future: A Unified Driving World Model for Future Generation and Perception Dingkang Liang Dingyuan Zhang Xin Zhou Sifan Tu Tianrui Feng Xiaofan Li Yumeng Zhang Mingyang Du Xiao Tan Xiang Bai 67 2 0 17 Mar 2025
Seeing and Seeing Through the Glass: Real and Synthetic Data for Multi-Layer Depth Estimation Hongyu Wen Yiming Zuo Venkat Subramanian Patrick Chen Jia Deng 3DV 71 0 0 14 Mar 2025
LBM: Latent Bridge Matching for Fast Image-to-Image Translation Clement Chadebec O. Tasar Sanjeev Sreetharan Benjamin Aubin 39 0 0 10 Mar 2025
Is Pre-training Applicable to the Decoder for Dense Prediction? Chao Ning Wanshui Gan Weihao Xuan Naoto Yokoya 48 0 0 05 Mar 2025
Bridging Spectral-wise and Multi-spectral Depth Estimation via Geometry-guided Contrastive Learning Ukcheol Shin Kyunghyun Lee Jean Oh MDE 31 1 0 02 Mar 2025
UniDepthV2: Universal Monocular Metric Depth Estimation Made Simpler Luigi Piccinelli Christos Sakaridis Yifan Yang Mattia Segu Siyuan Li Wim Abbeloos Luc Van Gool MDE 43 6 0 27 Feb 2025
CoL3D: Collaborative Learning of Single-view Depth and Camera Intrinsics for Metric 3D Shape Recovery Chenghao Zhang Lubin Fan Shen Cao Bojian Wu Jieping Ye 78 0 0 13 Feb 2025
Revisiting Gradient-based Uncertainty for Monocular Depth Estimation Julia Hornauer Amir El-Ghoussani Vasileios Belagiannis UQCV 57 0 0 09 Feb 2025
Video Depth Anything: Consistent Depth Estimation for Super-Long Videos Sili Chen Hengkai Guo Shengnan Zhu Feihu Zhang Zilong Huang Jiashi Feng Bingyi Kang VLM AuLLM MDE 61 11 0 21 Jan 2025
Align3R: Aligned Monocular Depth Estimation for Dynamic Videos Jiahao Lu Tianyu Huang Peng Li Zhiyang Dou Cheng Lin Zhiming Cui Z. Dong Sai-Kit Yeung Wenping Wang Yuan Liu VGen MDE 100 7 0 04 Dec 2024
AVS-Net: Audio-Visual Scale Net for Self-supervised Monocular Metric Depth Estimation Xiaohu Liu Sascha Hornauer Fabien Moutarde Jialiang Lu SSL MDE 61 0 0 02 Dec 2024
STATIC : Surface Temporal Affine for TIme Consistency in Video Monocular Depth Estimation Sunghun Yang Minhyeok Lee Suhwan Cho Jungho Lee Sangyoun Lee MDE 85 0 0 02 Dec 2024
PriorDiffusion: Leverage Language Prior in Diffusion Models for Monocular Depth Estimation Ziyao Zeng Jingcheng Ni Daniel Wang Patrick Rim Younjoon Chung Fengyu Yang Byung-Woo Hong A. Wong DiffM MDE 108 2 0 24 Nov 2024
Adaptive Stereo Depth Estimation with Multi-Spectral Images Across All Lighting Conditions Zihan Qin Jialei Xu Wenbo Zhao Junjun Jiang Xianming Liu MDE 41 1 0 06 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 39 5 0 19 Oct 2024
RSA: Resolving Scale Ambiguities in Monocular Depth Estimators through Language Descriptions Ziyao Zeng Yangchao Wu Hyoungseob Park Daniel Wang Fengyu Yang Stefano Soatto Dong Lao Byung-Woo Hong Alex Wong MDE 25 7 0 03 Oct 2024
Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction Jing He Haodong Li Wei Yin Yixun Liang Leheng Li Kaiqiang Zhou Hongbo Zhang Bingbing Liu Ying-Cong Chen DiffM VLM 46 40 0 26 Sep 2024
CAMOT: Camera Angle-aware Multi-Object Tracking Felix Limanta Kuniaki Uto Koichi Shinoda VOT 47 5 0 26 Sep 2024
Towards Single-Lens Controllable Depth-of-Field Imaging via Depth-Aware Point Spread Functions Xiaolong Qian Qi Jiang Yao Gao Shaohua Gao Zhonghua Yi ... Kai Wei Haifeng Li Kailun Yang Kaiwei Wang J. Bai 49 0 0 15 Sep 2024
UDGS-SLAM : UniDepth Assisted Gaussian Splatting for Monocular SLAM Mostafa Mansour Ahmed Abdelsalam Ari Happonen J. Porras Esa Rahtu 3DGS MDE 67 0 0 31 Aug 2024
HIVE: HIerarchical Volume Encoding for Neural Implicit Surface Reconstruction Xiaodong Gu Weihao Yuan Heng Li Zilong Dong Ping Tan 36 1 0 03 Aug 2024
DistillGrasp: Integrating Features Correlation with Knowledge Distillation for Depth Completion of Transparent Objects Yiheng Huang Junhong Chen Nick Michiels Muhammad Asim Luc Claesen Wenyin Liu 23 0 0 01 Aug 2024
RePLAy: Remove Projective LiDAR Depthmap Artifacts via Exploiting Epipolar Geometry Shengjie Zhu Girish Chandar Ganesan Abhinav Kumar Xiaoming Liu 3DPC 33 0 0 27 Jul 2024
UMono: Physical Model Informed Hybrid CNN-Transformer Framework for Underwater Monocular Depth Estimation Jian Wang Jing Wang Shenghui Rong Bo He 45 1 0 25 Jul 2024
Diffusion Models for Monocular Depth Estimation: Overcoming Challenging Conditions Fabio Tosi Pierluigi Zama Ramirez Matteo Poggi DiffM MQ MDE 35 9 0 23 Jul 2024
ScaleDepth: Decomposing Metric Depth Estimation into Scale Prediction and Relative Depth Estimation Ruijie Zhu Chuxin Wang Ziyang Song Li Liu Tianzhu Zhang Yongdong Zhang MDE 37 6 0 11 Jul 2024
CaFNet: A Confidence-Driven Framework for Radar Camera Depth Estimation Huawei Sun Hao Feng Julius Ott Lorenzo Servadei Robert Wille 30 5 0 30 Jun 2024
ToSA: Token Selective Attention for Efficient Vision Transformers Manish Kumar Singh R. Yasarla Hong Cai Mingu Lee Fatih Porikli 62 0 0 13 Jun 2024
CRF360D: Monocular 360 Depth Estimation via Spherical Fully-Connected CRFs Zidong Cao Lin Wang MDE 39 0 0 19 May 2024
FA-Depth: Toward Fast and Accurate Self-supervised Monocular Depth Estimation Fei Wang Jun Cheng MDE 54 0 0 17 May 2024
Progressive Depth Decoupling and Modulating for Flexible Depth Completion Zhiwen Yang Jiehua Zhang Liang-Sheng Li Chenggang Yan Yaoqi Sun Haibing Yin 44 2 0 15 May 2024
The Third Monocular Depth Estimation Challenge Jaime Spencer Fabio Tosi Matteo Poggi Ripudaman Singh Arora Chris Russell ... Albert Luginov Muhammad Shahzad Seyed Hosseini Aleksander Trajcevski James H. Elder MDE 38 7 0 25 Apr 2024
Self-Supervised Monocular Depth Estimation in the Dark: Towards Data Distribution Compensation Haolin Yang Chaoqiang Zhao Lu Sheng Yang Tang MDE 52 2 0 22 Apr 2024
WorDepth: Variational Language Prior for Monocular Depth Estimation Ziyao Zeng Daniel Wang Fengyu Yang Hyoungseob Park Yangchao Wu Stefano Soatto Byung-Woo Hong Dong Lao Alex Wong MDE 45 26 0 04 Apr 2024
UniDepth: Universal Monocular Metric Depth Estimation Luigi Piccinelli Yung-Hsu Yang Christos Sakaridis Mattia Segu Siyuan Li Luc Van Gool Fisher Yu VLM MDE 78 128 0 27 Mar 2024
OV9D: Open-Vocabulary Category-Level 9D Object Pose and Size Estimation Junhao Cai Yisheng He Weihao Yuan Siyu Zhu Zilong Dong Liefeng Bo Qifeng Chen DiffM 35 8 0 19 Mar 2024
Kick Back & Relax++: Scaling Beyond Ground-Truth Depth with SlowTV & CribsTV Jaime Spencer Chris Russell Simon Hadfield Richard Bowden MDE 43 7 0 03 Mar 2024
Depth Estimation Algorithm Based on Transformer-Encoder and Feature Fusion Linhan Xia Junbang Liu Tong Wu ViT MDE 38 0 0 03 Mar 2024
PCDepth: Pattern-based Complementary Learning for Monocular Depth Estimation by Best of Both Worlds Haotian Liu Sanqing Qu Fan Lu Zongtao Bu Florian Roehrbein Alois C. Knoll Guang Chen MDE 39 2 0 29 Feb 2024
GAM-Depth: Self-Supervised Indoor Depth Estimation Leveraging a Gradient-Aware Mask and Semantic Constraints Anqi Cheng Zhiyuan Yang Haiyue Zhu Kezhi Mao MDE 48 1 0 22 Feb 2024