activity
20202026
most citedUnsupervised Deep Image Stitching: Reconstructing Stitched Features to Images

287 citations · 512 across the 32 of their papers we have counts for

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Showing 2025 · cs.CVShow all

8 papers · 2 filters

cs.CV2025

Advancing Real-World Parking Slot Detection with Large-Scale Dataset and Semi-Supervised Baseline

Zhihao Zhang, Chunyu Lin, Lang Nie +2

As automatic parking systems evolve, the accurate detection of parking slots has become increasingly critical. This study focuses on parking slot detection using surround-view came…

cs.CV2025

From Editor to Dense Geometry Estimator

JiYuan Wang, Chunyu Lin, Lei Sun +5

Leveraging visual priors from pre-trained text-to-image (T2I) generative models has shown success in dense prediction. However, dense prediction is inherently an image-to-image tas…

cs.CV2025★ 2 cited

Robust Image Stitching with Optimal Plane

Lang Nie, Yuan Mei, Kang Liao +3

We present \textit{RopStitch}, an unsupervised deep image stitching framework with both robustness and naturalness. To ensure the robustness of \textit{RopStitch}, we propose to in…

cs.CV2025

StabStitch++: Unsupervised Online Video Stitching with Spatiotemporal Bidirectional Warps

Lang Nie, Chunyu Lin, Kang Liao +3

We retarget video stitching to an emerging issue, named warping shake, which unveils the temporal content shakes induced by sequentially unsmooth warps when extending image stitchi…

cs.CV2025

You Need a Transition Plane: Bridging Continuous Panoramic 3D Reconstruction with Perspective Gaussian Splatting

Zhijie Shen, Chunyu Lin, Shujuan Huang +3

Recently, reconstructing scenes from a single panoramic image using advanced 3D Gaussian Splatting (3DGS) techniques has attracted growing interest. Panoramic images offer a 360$\t…

cs.CV2025

Beyond Wide-Angle Images: Structure-to-Detail Video Portrait Correction via Unsupervised Spatiotemporal Adaptation

Wenbo Nie, Lang Nie, Chunyu Lin +4

Wide-angle cameras, despite their popularity for content creation, suffer from distortion-induced facial stretching-especially at the edge of the lens-which degrades visual appeal.…