{"total":37,"rows":[{"id":"2108.07628","title":"Self-supervised Monocular Depth Estimation for All Day Images using Domain Separation","created":"2021-08-17","cited_by_count":44,"area":null},{"id":"2108.10843","title":"Bridging Unsupervised and Supervised Depth from Focus via All-in-Focus Supervision","created":"2021-08-24","cited_by_count":23,"area":null},{"id":"2112.01712","title":"Deep Depth from Focus with Differential Focus Volume","created":"2021-12-03","cited_by_count":20,"area":null},{"id":"2303.10752","title":"Fully Self-Supervised Depth Estimation from Defocus Clue","created":"2023-03-19","cited_by_count":17,"area":null},{"id":"2303.04654","title":"Aberration-Aware Depth-from-Focus","created":"2023-03-08","cited_by_count":12,"area":null},{"id":"2407.18443","title":"HybridDepth: Robust Metric Depth Fusion by Leveraging Depth from Focus and Single-Image Priors","created":"2024-07-26","cited_by_count":11,"area":null},{"id":"2207.09658","title":"Learning Depth from Focus in the Wild","created":"2022-07-20","cited_by_count":8,"area":null},{"id":"2202.13055","title":"Deep Depth from Focal Stack with Defocus Model for Camera-Setting Invariance","created":"2022-02-26","cited_by_count":7,"area":null},{"id":"2311.13045","title":"Camera-Independent Single Image Depth Estimation from Defocus Blur","created":"2023-11-21","cited_by_count":5,"area":null},{"id":"2304.04917","title":"Point-and-Shoot All-in-Focus Photo Synthesis from Smartphone Camera Pair","created":"2023-04-11","cited_by_count":4,"area":null},{"id":"2503.23606","title":"Blurry-Edges: Photon-Limited Depth Estimation from Defocused Boundaries","created":"2025-03-30","cited_by_count":4,"area":null},{"id":"2504.15863","title":"DERD-Net: Learning Depth from Event-based Ray Densities","created":"2025-04-22","cited_by_count":4,"area":null},{"id":"2306.07921","title":"Continuous Cost Aggregation for Dual-Pixel Disparity Extraction","created":"2023-06-13","cited_by_count":3,"area":null},{"id":"2310.14437","title":"Mobile AR Depth Estimation: Challenges & Prospects -- Extended Version","created":"2023-10-22","cited_by_count":3,"area":null},{"id":"2409.12323","title":"Depth Estimation Based on 3D Gaussian Splatting Siamese Defocus","created":"2024-09-18","cited_by_count":3,"area":null},{"id":"2505.17358","title":"Repurposing Marigold for Zero-Shot Metric Depth Estimation via Defocus Blur Cues","created":"2025-05-23","cited_by_count":3,"area":null},{"id":"2103.15017","title":"H-GAN: the power of GANs in your Hands","created":"2021-03-27","cited_by_count":2,"area":null},{"id":"2211.10984","title":"DAQE: Enhancing the Quality of Compressed Images by Exploiting the Inherent Characteristic of Defocus","created":"2022-11-20","cited_by_count":2,"area":null},{"id":"2402.18175","title":"Self-Supervised Spatially Variant PSF Estimation for Aberration-Aware Depth-from-Defocus","created":"2024-02-28","cited_by_count":2,"area":null},{"id":"2206.13282","title":"Monocular Depth Decomposition of Semi-Transparent Volume Renderings","created":"2022-06-27","cited_by_count":1,"area":null},{"id":"2208.10024","title":"GCISG: Guided Causal Invariant Learning for Improved Syn-to-real Generalization","created":"2022-08-22","cited_by_count":1,"area":null},{"id":"2310.11178","title":"FocDepthFormer: Transformer with latent LSTM for Depth Estimation from Focal Stack","created":"2023-10-17","cited_by_count":1,"area":null},{"id":"2405.06944","title":"Learning Monocular Depth from Focus with Event Focal Stack","created":"2024-05-11","cited_by_count":1,"area":null},{"id":"2406.18898","title":"360 in the Wild: Dataset for Depth Prediction and View Synthesis","created":"2024-06-27","cited_by_count":1,"area":null},{"id":"2412.08120","title":"Dense Depth from Event Focal Stack","created":"2024-12-11","cited_by_count":1,"area":null},{"id":"2509.21992","title":"DualFocus: Depth from Focus with Spatio-Focal Dual Variational Constraints","created":"2025-09-26","cited_by_count":1,"area":null},{"id":"2512.10498","title":"Robust Shape from Focus via Multiscale Directional Dilated Laplacian and Recurrent Network","created":"2025-12-11","cited_by_count":1,"area":null},{"id":"2512.12425","title":"Boosting Monocular Metric Depth Estimation via Bokeh Rendering","created":"2025-12-13","cited_by_count":1,"area":null},{"id":"2106.15257","title":"Predicting Depth from Semantic Segmentation using Game Engine Dataset","created":"2021-06-12","cited_by_count":0,"area":null},{"id":"2203.02953","title":"Point Spread Function Estimation of Defocus","created":"2022-03-06","cited_by_count":0,"area":null},{"id":"2506.06643","title":"Dark Channel-Assisted Depth-from-Defocus from a Single Image","created":"2025-06-07","cited_by_count":0,"area":null},{"id":"2508.04102","title":"AR as an Evaluation Playground: Bridging Metrics and Visual Perception of Computer Vision Models","created":"2025-08-06","cited_by_count":0,"area":null},{"id":"2602.18509","title":"Depth from Defocus via Direct Optimization","created":"2026-02-18","cited_by_count":0,"area":null},{"id":"2603.26658","title":"Zero-Shot Depth from Defocus","created":"2026-03-27","cited_by_count":0,"area":null},{"id":"2604.01603","title":"Towards Minimal Focal Stack in Shape from Focus","created":"2026-04-02","cited_by_count":0,"area":null},{"id":"2607.02561","title":"Double-Helix Active Geometry: LiDAR-Anchored Multi-View Depth with Selective Abstention","created":"2026-06-28","cited_by_count":0,"area":null},{"id":"2608.15788","title":"ChainSpace: A Chained-Reasoning Paradigm for Spatial Intelligence","created":"2026-08-16","cited_by_count":0,"area":null}],"next_cursor":null}