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
Introducing MOSAIC-SEN2-CC: A Multispectral Dataset and Adaptation Framework for Remote Sensing Change Captioning
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"
DOI: 10.1109/jstars.2025.3615113
Abstract: Remote Sensing Image Change Captioning (RSICC) aims to generate descriptive sentences that effectively characterize the changes between bitemporal images. Although the state-of-the-art methods focus on predicting captions from RGB image pairs, change captioning in multispectral… read more here.
Keywords: change captioning; dataset; framework; remote sensing ... See more keywords
Diffusion-RSCC: Diffusion Probabilistic Model for Change Captioning in Remote Sensing Images
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2025.3554360
Abstract: Remote sensing image change captioning (RSICC) aims at generating human-like language to describe the semantic changes between bitemporal remote sensing image (RSI) pairs. It provides valuable insight into environmental dynamics and land management. Unlike conventional… read more here.
Keywords: change captioning; remote sensing; diffusion rscc; model ... See more keywords