Bidirectional difference locating and semantic consistency reasoning for change captioning
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Intelligent Systems"
DOI: 10.1002/int.22821
Abstract: Change captioning is an emerging task to describe the changes between a pair of images. The difficulty in this task is to discover the differences between the two images. Recently, some methods have been proposed… read more here.
Keywords: change captioning; change; bidirectional difference; semantic consistency ... See more keywords
Semantic Consistency Cross-Modal Retrieval With Semi-Supervised Graph Regularization
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DOI: 10.1109/access.2020.2966220
Abstract: Most of the existing cross-modal retrieval methods make use of labeled data to learn projection matrices for different modal data. These methods usually learn the original semantic space to bridge the heterogeneous gap, ignoring the… read more here.
Keywords: semantic consistency; cross modal; modal retrieval;
Robust Tracking via Uncertainty-Aware Semantic Consistency
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Circuits and Systems for Video Technology"
DOI: 10.1109/tcsvt.2022.3214222
Abstract: Robust tracking has a variety of practical applications. Despite many years of progress, it is still a difficult problem due to enormous uncertainties in real-world scenes. To address this issue, we propose a robust anchor-free… read more here.
Keywords: robust tracking; uncertainty aware; uncertainty; semantic consistency ... See more keywords
Multimodal Semantic Consistency-Based Fusion Architecture Search for Land Cover Classification
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2022.3193273
Abstract: Multimodal land cover classification (MLCC) using the optical and synthetic aperture radar (SAR) modalities has resulted in outstanding performances over using only unimodal data due to their complementary information on land properties. Previous multimodal deep… read more here.
Keywords: fusion; land; architecture; semantic consistency ... See more keywords
Unsupervised and Semi-Supervised Image Classification With Weak Semantic Consistency
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Transactions on Multimedia"
DOI: 10.1109/tmm.2019.2903628
Abstract: Supervised methods have been widely used for image classifications. Although great progress has been made, existing supervised methods rely on well-labeled samples for classification. However, we often have large quantities of images with few or… read more here.
Keywords: unsupervised semi; image classification; semantic consistency; image ... See more keywords