Selecting image pairs for structure-from-motion by introducing the image spatial position
Sign Up to like & getrecommendations! Published in 2020 at "Remote Sensing Letters"
DOI: 10.1080/2150704x.2020.1811912
Abstract: ABSTRACT Image matching is a quite time-consuming task for Structure-from-Motion (SfM). In this paper, a Bag-of-Words (BoW) model that reduces the feature dimensions and introduces image spatial locations is proposed to improve the efficiency and… read more here.
Keywords: image pairs; image spatial; image; structure motion ... See more keywords
Joint Disparity Estimation and Pseudo NIR Generation From Cross Spectral Image Pairs
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DOI: 10.1109/access.2022.3140435
Abstract: Cross spectral stereo matching is a challenging task due to different spectral properties causing unreliable results in correspondence estimation. In this paper, we propose joint disparity estimation and pseudo near infrared (NIR) generation from cross… read more here.
Keywords: cross spectral; image pairs; disparity estimation; cross ... See more keywords
Modeling a Local Dissimilarity Map With Weibull Distribution–Application to 2-Class and Multi-Class Image Classification
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3164210
Abstract: Due to the considerable increase of images in everyday life, many applications require a study on their similarity. The main challenge is to find a simple and efficient method to compare and classify image pairs… read more here.
Keywords: modeling local; dissimilarity; class; image ... See more keywords
Few-Shot Visual Classification Using Image Pairs With Binary Transformation
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Circuits and Systems for Video Technology"
DOI: 10.1109/tcsvt.2019.2920783
Abstract: Accurately classifying images using few-shot samples have been widely explored by researchers. However, these methods have two drawbacks. First, images are often used independently. Second, class imbalance is ignored and hinders the classification accuracy with… read more here.
Keywords: using image; image; image pairs; pairs binary ... See more keywords
On the Value of Available MODIS and Landsat8 OLI Image Pairs for MODIS Fractional Snow Cover Mapping Based on an Artificial Neural Network
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2019.2963075
Abstract: This article investigates how to select the optimal Moderate-Resolution Imaging Spectroradiometer (MODIS) and Landsat 8 OLI image pairs for MODIS fractional snow cover (FSC) mapping using an artificial neural network (ANN). Four issues are discussed,… read more here.
Keywords: snow cover; image pairs; modis; image ... See more keywords
Universal Multimodal Representation for Language Understanding
Sign Up to like & getrecommendations! Published in 2023 at "IEEE transactions on pattern analysis and machine intelligence"
DOI: 10.1109/tpami.2023.3234170
Abstract: Representation learning is the foundation of natural language processing (NLP). This work presents new methods to employ visual information as assistant signals to general NLP tasks. For each sentence, we first retrieve a flexible number… read more here.
Keywords: language; image pairs; representation; universal multimodal ... See more keywords