#Depth Estimation

12개의 포스트

[논문리뷰] InfiniDepth: Arbitrary-Resolution and Fine-Grained Depth Estimation with Neural Implicit Fields

arXiv에 게시된 'InfiniDepth: Arbitrary-Resolution and Fine-Grained Depth Estimation with Neural Implicit Fields' 논문에 대한 자세한 리뷰입니다.

#Review #Depth Estimation #Neural Implicit Fields #Arbitrary Resolution #Fine-Grained #Novel View Synthesis #Vision Transformer #Synth4K Benchmark

2026년 1월 6일

[논문리뷰] Diffusion Knows Transparency: Repurposing Video Diffusion for Transparent Object Depth and Normal Estimation

arXiv에 게시된 'Diffusion Knows Transparency: Repurposing Video Diffusion for Transparent Object Depth and Normal Estimation' 논문에 대한 자세한 리뷰입니다.

#Review #Video Diffusion Model #Depth Estimation #Normal Estimation #Transparent Objects #Robotics #Data Generation #LoRA Fine-tuning

2025년 12월 29일

[논문리뷰] N3D-VLM: Native 3D Grounding Enables Accurate Spatial Reasoning in Vision-Language Models

arXiv에 게시된 'N3D-VLM: Native 3D Grounding Enables Accurate Spatial Reasoning in Vision-Language Models' 논문에 대한 자세한 리뷰입니다.

#Review #3D Grounding #Spatial Reasoning #Vision-Language Models #Depth Estimation #3D Object Detection #Chain-of-Thought #Data Generation #Multimodal AI

2025년 12월 18일

[논문리뷰] DualCamCtrl: Dual-Branch Diffusion Model for Geometry-Aware Camera-Controlled Video Generation

Zixin Zhang이 arXiv에 게시한 'DualCamCtrl: Dual-Branch Diffusion Model for Geometry-Aware Camera-Controlled Video Generation' 논문에 대한 자세한 리뷰입니다.

#Review #Diffusion Models #Video Generation #Camera Control #Depth Estimation #Dual-Branch Architecture #Geometric Awareness #Semantic Alignment #Multi-modal Fusion

2025년 12월 2일

[논문리뷰] Lotus-2: Advancing Geometric Dense Prediction with Powerful Image Generative Model

Ying-Cong Chen이 arXiv에 게시한 'Lotus-2: Advancing Geometric Dense Prediction with Powerful Image Generative Model' 논문에 대한 자세한 리뷰입니다.

#Review #Geometric Dense Prediction #Depth Estimation #Surface Normal Prediction #Diffusion Models #Rectified Flow #Generative Priors #Deterministic Inference #Two-Stage Framework

2025년 12월 1일

[논문리뷰] Depth Anything 3: Recovering the Visual Space from Any Views

arXiv에 게시된 'Depth Anything 3: Recovering the Visual Space from Any Views' 논문에 대한 자세한 리뷰입니다.

#Review #Depth Estimation #Multi-view Geometry #Transformer Architecture #Teacher-Student Learning #Pose Estimation #3D Reconstruction #Novel View Synthesis #Visual Space Recovery

2025년 11월 13일

[논문리뷰] Discriminately Treating Motion Components Evolves Joint Depth and Ego-Motion Learning

Zuyi Xiong이 arXiv에 게시한 'Discriminately Treating Motion Components Evolves Joint Depth and Ego-Motion Learning' 논문에 대한 자세한 리뷰입니다.

#Review #Self-supervised Learning #Depth Estimation #Ego-Motion Estimation #Motion Component Discrimination #Geometric Constraints #Optical Flow #PoseNet #DepthNet

2025년 11월 9일

[논문리뷰] EgoNight: Towards Egocentric Vision Understanding at Night with a Challenging Benchmark

Tianwen Qian이 arXiv에 게시한 'EgoNight: Towards Egocentric Vision Understanding at Night with a Challenging Benchmark' 논문에 대한 자세한 리뷰입니다.

#Review #Egocentric Vision #Nighttime Conditions #Visual Question Answering (VQA)#Day-Night Alignment #Multimodal Large Language Models (MLLMs)#Depth Estimation #Correspondence Retrieval #Benchmark

2025년 10월 8일

[논문리뷰] 3D Aware Region Prompted Vision Language Model

Xiaolong Li이 arXiv에 게시한 '3D Aware Region Prompted Vision Language Model' 논문에 대한 자세한 리뷰입니다.

#Review #3D Vision #Vision-Language Models #Spatial Reasoning #Region Prompting #Multi-view Learning #Depth Estimation #Unified Representation #Generative AI

2025년 9월 17일

[논문리뷰] From Editor to Dense Geometry Estimator

Lang Nie이 arXiv에 게시한 'From Editor to Dense Geometry Estimator' 논문에 대한 자세한 리뷰입니다.

#Review #Dense Geometry Estimation #Diffusion Transformer #Image Editing #Zero-shot Learning #Depth Estimation #Normal Estimation #Flow Matching #Logarithmic Quantization

2025년 9월 5일

[논문리뷰] Multi-View 3D Point Tracking

Irem Demir이 arXiv에 게시한 'Multi-View 3D Point Tracking' 논문에 대한 자세한 리뷰입니다.

#Review #3D Point Tracking #Multi-View #Transformer #kNN Correlation #Depth Estimation #Dynamic Scenes #Occlusion Handling #Feature Fusion

2025년 8월 29일

[논문리뷰] G-CUT3R: Guided 3D Reconstruction with Camera and Depth Prior Integration

Evgeny Burnaev이 arXiv에 게시한 'G-CUT3R: Guided 3D Reconstruction with Camera and Depth Prior Integration' 논문에 대한 자세한 리뷰입니다.

#Review #3D Reconstruction #Deep Learning #Multi-Modal Fusion #Camera Pose Estimation #Depth Estimation #Transformer Networks #Prior Information

2025년 8월 19일