Cover Image

LiftFormer: Lifting and Frame Theory Based Monocular Depth Estimation Using Depth and Edge Oriented Subspace Representation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Li, Shuai, Bai, Huibin, Gao, Yanbo, Lv, Chong, Yuan, Hui, Li, Chuankun, Hua, Wei, Xie, Tian
Format:	Preprint
Published:	2026
Subjects:	Computer Vision and Pattern Recognition Image and Video Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Monocular Depth Estimation From the Perspective of Feature Restoration: A Diffusion Enhanced Depth Restoration Approach
by: Bai, Huibin, et al.
Published: (2026)

Adaptive Depth-converted-Scale Convolution for Self-supervised Monocular Depth Estimation
by: Gao, Yanbo, et al.
Published: (2026)

MetricGrids: Arbitrary Nonlinear Approximation with Elementary Metric Grids based Implicit Neural Representation
by: Wang, Shu, et al.
Published: (2025)

FocDepthFormer: Transformer with latent LSTM for Depth Estimation from Focal Stack
by: Kang, Xueyang, et al.
Published: (2023)

Multiple Prior Representation Learning for Self-Supervised Monocular Depth Estimation via Hybrid Transformer
by: Sun, Guodong, et al.
Published: (2024)

Enhanced Encoder-Decoder Architecture for Accurate Monocular Depth Estimation
by: Das, Dabbrata, et al.
Published: (2024)

Domain-Transferred Synthetic Data Generation for Improving Monocular Depth Estimation
by: Lee, Seungyeop, et al.
Published: (2024)

SPIdepth: Strengthened Pose Information for Self-supervised Monocular Depth Estimation
by: Lavreniuk, Mykola
Published: (2024)

Approximately Invertible Neural Network for Learned Image Compression
by: Gao, Yanbo, et al.
Published: (2024)

Spatial Lifting for Dense Prediction
by: Xu, Mingzhi, et al.
Published: (2025)

Enhancing Bronchoscopy Depth Estimation through Synthetic-to-Real Domain Adaptation
by: Tian, Qingyao, et al.
Published: (2024)

MetaFE-DE: Learning Meta Feature Embedding for Depth Estimation from Monocular Endoscopic Images
by: Lu, Dawei, et al.
Published: (2025)

Sewer Image Super-Resolution with Depth Priors and Its Lightweight Network
by: Pan, Gang, et al.
Published: (2024)

EndoPerfect: High-Accuracy Monocular Depth Estimation and 3D Reconstruction for Endoscopic Surgery via NeRF-Stereo Fusion
by: Chen, Pengcheng, et al.
Published: (2024)

MonoDETR: Depth-guided Transformer for Monocular 3D Object Detection
by: Zhang, Renrui, et al.
Published: (2022)

Perceptual Quality Assessment of Trisoup-Lifting Encoded 3D Point Clouds
by: Long, Juncheng, et al.
Published: (2024)

A Dual-Feature Extractor Framework for Accurate Back Depth and Spine Morphology Estimation from Monocular RGB Images
by: Wei, Yuxin, et al.
Published: (2025)

Multi-Depth Branch Network for Efficient Image Super-Resolution
by: Tian, Huiyuan, et al.
Published: (2023)

LungDepth: Self‐Supervised Multi‐Frame Monocular Depth Estimation for Bronchoscopy
by: Jingsheng Xu, et al.
Published: (2025)

WS-SfMLearner: Self-supervised Monocular Depth and Ego-motion Estimation on Surgical Videos with Unknown Camera Parameters
by: Lou, Ange, et al.
Published: (2023)

Neural Network Assisted Lifting Steps For Improved Fully Scalable Lossy Image Compression in JPEG 2000
by: Li, Xinyue, et al.
Published: (2024)

CWRNN-INVR: A Coupled WarpRNN based Implicit Neural Video Representation
by: Li, Yiyang, et al.
Published: (2026)

Residual Dense Swin Transformer for Continuous Depth-Independent Ultrasound Imaging
by: Hu, Jintong, et al.
Published: (2024)

Exploration of Learned Lifting-Based Transform Structures for Fully Scalable and Accessible Wavelet-Like Image Compression
by: Li, Xinyue, et al.
Published: (2024)

MuPPet: Multi-person 2D-to-3D Pose Lifting
by: Markhorst, Thomas, et al.
Published: (2026)

Scale Equivariance Regularization and Feature Lifting in High Dynamic Range Modulo Imaging
by: Monroy, Brayan, et al.
Published: (2026)

Towards Single-Lens Controllable Depth-of-Field Imaging via Depth-Aware Point Spread Functions
by: Qian, Xiaolong, et al.
Published: (2024)

EndoDAC: Efficient Adapting Foundation Model for Self-Supervised Depth Estimation from Any Endoscopic Camera
by: Cui, Beilei, et al.
Published: (2024)

Depth-Aware Endoscopic Video Inpainting
by: Zhang, Francis Xiatian, et al.
Published: (2024)

Charting the Path Forward: CT Image Quality Assessment -- An In-Depth Review
by: Xun, Siyi, et al.
Published: (2024)

Biorthogonal Tunable Wavelet Unit with Lifting Scheme in Convolutional Neural Network
by: Le, An, et al.
Published: (2025)

Efficient Segment Anything with Depth-Aware Fusion and Limited Training Data
by: Zhou, Yiming, et al.
Published: (2026)

A Noise Constrained Diffusion (NC-Diffusion) Framework for High Fidelity Image Compression
by: Du, Zhenyu, et al.
Published: (2026)

Benchmarking Robustness of Endoscopic Depth Estimation with Synthetically Corrupted Data
by: Wang, An, et al.
Published: (2024)

Enhanced Depth Estimation and 3D Geometry Reconstruction using Bayesian Helmholtz Stereopsis with Belief Propagation
by: Azizi, Razieh, et al.
Published: (2024)

LiFT: Lifted Inter-slice Feature Trajectories for 3D Image Generation from 2D Generators
by: Zhang, Xinhe, et al.
Published: (2026)

Learning Lossless Compression for High Bit-Depth Volumetric Medical Image
by: Wang, Kai, et al.
Published: (2024)

Simulating Dual-Pixel Images From Ray Tracing For Depth Estimation
by: He, Fengchen, et al.
Published: (2025)

Color-Guided Flying Pixel Correction in Depth Images
by: Vasudevan, Ekamresh, et al.
Published: (2024)

Feature Compression for Cloud-Edge Multimodal 3D Object Detection
by: Tian, Chongzhen, et al.
Published: (2024)