Pixel to practice: multi-scale image data for calibrating remote-sensing-based winter wheat monitoring methods
Sign Up to like & getrecommendations! Published in 2024 at "Scientific Data"
DOI: 10.1038/s41597-024-03842-8
Abstract: Site-specific crop management in heterogeneous fields has emerged as a promising avenue towards increasing agricultural productivity whilst safeguarding the environment. However, successful implementation is hampered by insufficient availability of accurate spatial information on crop growth,… read more here.
Keywords: sensing based; scale image; remote sensing; multi scale ... See more keywords
An Adaptive Two-Scale Image Fusion of Visible and Infrared Images
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Access"
DOI: 10.1109/access.2019.2913289
Abstract: In this paper, we proposed an adaptive two-scale image fusion method using latent low-rank representation (LatLRR). First, both IR and VI images are decomposed into a two-scale representation using LatLRR to generate low-rank parts (the… read more here.
Keywords: fusion; image fusion; adaptive two; scale image ... See more keywords
Self-Collaborative Unsupervised Hashing for Large-Scale Image Retrieval
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DOI: 10.1109/access.2020.3032628
Abstract: Learning based hashing approaches have achieved considerable success in large-scale image retrieval due to the query effectiveness and efficiency. However, most studies highly rely on supervised knowledge like data labels, thus might fail in unsupervised… read more here.
Keywords: collaborative unsupervised; self collaborative; scale image; large scale ... See more keywords
Large-Scale Image Clustering Based on Camera Fingerprints
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Transactions on Information Forensics and Security"
DOI: 10.1109/tifs.2016.2636086
Abstract: Practical applications of digital forensics are often faced with the challenge of grouping large-scale suspicious images into a vast number of clusters, each containing images taken by the same camera. This task can be approached… read more here.
Keywords: large scale; image; camera; image clustering ... See more keywords
Multiple Riemannian Kernel Hashing for Large-Scale Image Set Classification and Retrieval
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Image Processing"
DOI: 10.1109/tip.2024.3419414
Abstract: Conventional image set methods typically learn from small to medium-sized image set datasets. However, when applied to large-scale image set applications such as classification and retrieval, they face two primary challenges: 1) effectively modeling complex… read more here.
Keywords: classification retrieval; image; scale image; image set ... See more keywords
Deep Neighborhood Structure-Preserving Hashing for Large-Scale Image Retrieval
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Multimedia"
DOI: 10.1109/tmm.2023.3289765
Abstract: Deep hashing integrates the advantages of deep learning and hashing technology, and has become the mainstream of the large-scale image retrieval field. However, when training the deep hashing models, most of the existing approaches regard… read more here.
Keywords: image; structure; deep hashing; scale image ... See more keywords
On-site airflow measurement of a laboratory fume hood using customized large-scale image-based velocimetry
Sign Up to like & getrecommendations! Published in 2019 at "Indoor and Built Environment"
DOI: 10.1177/1420326x19865928
Abstract: This study demonstrates the feasibility of conducting on-site large-scale image-based measurements for indoor airflows characterisation. To illustrate the potential of our method, we chose to study the suction flow generated by a laboratory fume hood… read more here.
Keywords: laboratory fume; site; image based; scale image ... See more keywords