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+ ---
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+ pretty_name: Dynamic Multi-View Matching Benchmark
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+ tags:
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+ - synthetic
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+ - blender
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+ - multi-view
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+ - feature-matching
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+ - correspondence
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+ - depth
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+ - instance-segmentation
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+ task_categories:
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+ - image-feature-extraction
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+ - keypoint-detection
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+ - depth-estimation
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+ - image-segmentation
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+ license: other
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+ language:
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+ - en
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+ ---
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+
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+ # Evaluating Feature Matching in Dynamic Scenes: A Novel Dataset for Benchmarking
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+
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+ ## Summary
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+ This repository contains:
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+ 1) **A synthetic multi-view dataset** generated in Blender for benchmarking feature matching under **camera motion + scene dynamics** (object motion / addition-removal / scale changes / lighting changes).
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+ 2) **Evaluation outputs** obtained by running matching models on the dataset.
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+
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+ ---
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+
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+ ## What is inside this repo
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+
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+ ### A) Dataset (blender_dataset folder)
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+ The dataset consists of multi-view scenes. Each scene provides:
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+ - RGB renders (`.png`)
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+ - Depth maps (`.exr`)
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+ - Object ID maps / instance segmentation (`.exr`)
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+ - Calibrated camera parameters per view (`.npz`: intrinsics + extrinsics)
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+ - Per-object pose/scale per view (`.npz`)
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+
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+ ### B) Evaluation artifacts (outputs.zip file)
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+ This repo also includes artifacts produced by running evaluation on:
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+ - SuperGlue
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+ - LoFTR
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+ - LightGlue
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+ - GlueStick