Image Stitching
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Benchmarks
HPatches
Most implemented
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications
Kornia: an Open Source Differentiable Computer Vision Library for PyTorch
Neural Light Spheres for Implicit Image Stitching and View Synthesis
Deep PCB To COCO Convertor
Papers
CRISP: Corneal Confocal Microscopy Real-Time Image Stitching Pipeline
Morphology of the sub-basal nerve plexus (SNP) reflects peripheral nerve health, and corneal confocal microscopy (CCM) provides an important means for in vivo, real-time, non-invasive observation of the SNP. However, mai…
Image StitchingComparative Study of Vision-Based Metric Measurement for Large-Scale Planar Scenes
Vision-based metric distance and area measurement remains challenging in large-scale outdoor environments due to long-range sensing, camera zoom, and unstable imaging conditions. This work studies planar metric measureme…
Image StitchingCOMB: Common Open Modular robotic platform for Bees
Experimental access to real honeybee colonies requires robotic systems capable of operating within limited spatial constraints, tolerating hive-specific fouling and environmental conditions, and supporting both sensing a…
Image StitchingUniStitch: Unifying Semantic and Geometric Features for Image Stitching
Traditional image stitching methods estimate warps from hand-crafted geometric features, whereas recent learning-based solutions leverage semantic features from neural networks instead. These two lines of research have l…
Image StitchingA Reconstruction System for Industrial Pipeline Inner Walls Using Panoramic Image Stitching with Endoscopic Imaging
Visual analysis and reconstruction of pipeline inner walls remain challenging in industrial inspection scenarios. This paper presents a dedicated reconstruction system for pipeline inner walls via industrial endoscopes, …
Image StitchingCholec80-port: A Geometrically Consistent Trocar Port Segmentation Dataset for Robust Surgical Scene Understanding
Trocar ports are camera-fixed, pseudo-static structures that can persistently occlude laparoscopic views and attract disproportionate feature points due to specular, textured surfaces. This makes ports particularly detri…
Scene Understanding3D ReconstructionImage Stitching