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cs.CV2024
SemiCD-VL: Visual-Language Model Guidance Makes Better Semi-supervised Change Detector
Kaiyu Li, Xiangyong Cao, Yupeng Deng +4
Change Detection (CD) aims to identify pixels with semantic changes between images. However, annotating massive numbers of pixel-level images is labor-intensive and costly, especia…
cs.CV2024
A Lightweight Sparse Focus Transformer for Remote Sensing Image Change Captioning
Dongwei Sun, Yajie Bao, Junmin Liu +1
Remote sensing image change captioning (RSICC) aims to automatically generate sentences that describe content differences in remote sensing bitemporal images. Recently, attention-b…
cs.CV2024
CRS-Diff: Controllable Remote Sensing Image Generation with Diffusion Model
Datao Tang, Xiangyong Cao, Xingsong Hou +3
The emergence of generative models has revolutionized the field of remote sensing (RS) image generation. Despite generating high-quality images, existing methods are limited in rel…