A Real-Time Incremental Video Mosaic Framework for UAV Remote Sensing

Article Computer Science, Artificial Intelligence

Unsupervised Deep Image Stitching: Reconstructing Stitched Features to Images

Lang Nie et al.

Summary: In this paper, an unsupervised deep image stitching framework was proposed to address the limitations of traditional feature-based image stitching technologies and learning-based methods. The framework consists of two stages aimed at coarse image alignment and image reconstruction. Extensive experiments demonstrate the superiority of the proposed method over other state-of-the-art solutions, with users preferring the image stitching quality even compared to supervised solutions.

IEEE TRANSACTIONS ON IMAGE PROCESSING (2021)

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Article Computer Science, Information Systems

Image-Only Real-Time Incremental UAV Image Mosaic for Multi-Strip Flight

Fangbing Zhang et al.

Summary: A novel image-only real-time UAV image mosaic framework is proposed in this paper for long-distance multistrip flights, which does not require any auxiliary information and consists of automatic initialization, current frame tracking, and real-time mosaic generation tasks. It achieves real-time and effective UAV image mosaic construction, while demonstrating good adaptability and scalability through strategy comparison experiments.

IEEE TRANSACTIONS ON MULTIMEDIA (2021)

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Article Computer Science, Information Systems