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Parallax-tolerant Image Stitching via Segmentation-guided Multi-homography Warping
Tianli Liao,
Ce Wang,
Lei Li,
Guangen Liu,
Nan Li
arXiv, 2024
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bibtex
Leveraging SAM (Segment Anything Model) into multiple image warping algorithm for large parallax image stitching.
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Seam-guided Local Alignment and Stitching for Large Parallax Images
Tianli Liao,
Chenyang Zhao,
Lei Li,
Heling Cao
arXiv, 2023
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Realign and composite local image patches via modified SIFT-flow and seam-cutting, in which the image patches are detected by seam-guided quality evaluation.
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Natural Image Stitching Using Depth Maps
Tianli Liao,
Nan Li
arXiv, 2022
bibtex
Using (ground truth or estimated) depth maps to construct epipolar geometry between large parallax images to achieve better image alignment and warping results.
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Single-Perspective Warps in Natural Image Stitching
Tianli Liao,
Nan Li
IEEE Transactions on Image Processing (TIP), 2020
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We propose two single-perspective warps for natural image stitching. The first one is a parametric warp, the second one is a mesh-based warp.
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Quality evaluation-based seam estimation for image stitching
Tianli Liao,
Nan Li
Signal, Image and Video Processing (SIViP), 2019
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bibtex
We proposed a novel iterative seam estimation method where the iteration procedure is guided by our quality evaluation for the pixels along the seam.
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Learning-based Natural Geometric Matching with Homography Prior
Yifang Xu,
Tianli Liao,
Jing Chen
Electronics Letters, 2018
bibtex
A novel homography geometric matching architecture with homography prior is proposed.
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Perception-based seam cutting for image stitching
Nan Li,
Tianli Liao,
Chao Wang
Signal, Image and Video Processing (SIViP), 2018
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bibtex
A perception-based energy function is designed for seam-cutting method, in which the nonlinearity and the nonuniformity of human perception is considered.
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