13.6.12.2 Remote Sensing Image Captioning

Chapter Contents (Back)
Image Captioning. Captioning. Remote Sensing Images.
See also Image Annotation.
See also LSTM: Long Short-Term Memory for Captioning, Image Captioning.
See also LSTM: Long Short-Term Memory.
See also Transformer for Captioning, Image Captioning.
See also Multi-Modal, Cross-Modal Captioning, Image Captioning.
See also Change Captioning.

Lu, X., Wang, B., Zheng, X., Li, X.,
Exploring Models and Data for Remote Sensing Image Caption Generation,
GeoRS(56), No. 4, April 2018, pp. 2183-2195.
IEEE DOI 1804
Feature extraction, Image representation, Recurrent neural networks, Remote sensing, Semantics, semantic understanding BibRef

Zhang, X.R.[Xiang-Rong], Wang, X.[Xin], Tang, X.[Xu], Zhou, H.Y.[Hui-Yu], Li, C.[Chen],
Description Generation for Remote Sensing Images Using Attribute Attention Mechanism,
RS(11), No. 6, 2019, pp. xx-yy.
DOI Link 1903
BibRef

Zhang, Z.Y.[Zheng-Yuan], Diao, W.H.[Wen-Hui], Zhang, W.K.[Wen-Kai], Yan, M.L.[Meng-Long], Gao, X.[Xin], Sun, X.[Xian],
LAM: Remote Sensing Image Captioning with Label-Attention Mechanism,
RS(11), No. 20, 2019, pp. xx-yy.
DOI Link 1910
BibRef

Fu, K.[Kun], Li, Y.[Yang], Zhang, W.K.[Wen-Kai], Yu, H.F.[Hong-Feng], Sun, X.[Xian],
Boosting Memory with a Persistent Memory Mechanism for Remote Sensing Image Captioning,
RS(12), No. 11, 2020, pp. xx-yy.
DOI Link 2006
BibRef

Lu, X., Wang, B., Zheng, X.,
Sound Active Attention Framework for Remote Sensing Image Captioning,
GeoRS(58), No. 3, March 2020, pp. 1985-2000.
IEEE DOI 2003
Active attention, remote sensing image captioning, semantic understanding BibRef

Li, Y.Y.[Yang-Yang], Fang, S.K.[Shuang-Kang], Jiao, L.C.[Li-Cheng], Liu, R.J.[Rui-Jiao], Shang, R.H.[Rong-Hua],
A Multi-Level Attention Model for Remote Sensing Image Captions,
RS(12), No. 6, 2020, pp. xx-yy.
DOI Link 2003
What are the important things in the image. BibRef

Li, X.L.[Xue-Long], Zhang, X.T.[Xue-Ting], Huang, W.[Wei], Wang, Q.[Qi],
Truncation Cross Entropy Loss for Remote Sensing Image Captioning,
GeoRS(59), No. 6, June 2021, pp. 5246-5257.
IEEE DOI 2106
Feature extraction, Remote sensing, Entropy, Semantics, Decoding, Optimization, Visualization, Image captioning, overfitting, truncation cross entropy (TCE) loss BibRef

Sumbul, G.[Gencer], Nayak, S.[Sonali], Demir, B.[Begüm],
SD-RSIC: Summarization-Driven Deep Remote Sensing Image Captioning,
GeoRS(59), No. 8, August 2021, pp. 6922-6934.
IEEE DOI 2108
Training, Standards, Semantics, Feature extraction, Remote sensing, Neural networks, Task analysis, Caption summarization, remote sensing (RS) BibRef

Wang, Q.[Qi], Huang, W.[Wei], Zhang, X.T.[Xue-Ting], Li, X.L.[Xue-Long],
Word-Sentence Framework for Remote Sensing Image Captioning,
GeoRS(59), No. 12, December 2021, pp. 10532-10543.
IEEE DOI 2112
Remote sensing, Feature extraction, Generators, Decoding, Task analysis, Visualization, Semantics, Deep learning, word-sentence framework BibRef

Yang, Q.Q.[Qiao-Qiao], Ni, Z.H.[Zi-Hao], Ren, P.[Peng],
Meta captioning: A meta learning based remote sensing image captioning framework,
PandRS(186), 2022, pp. 190-200.
Elsevier DOI 2203
Remote sensing image captioning, Meta learning BibRef

Liu, Z.Y.[Zong-Yin], Dong, A.M.[An-Ming], Yu, J.G.[Ji-Guo], Han, Y.B.[Yu-Bing], Zhou, Y.[You], Zhao, K.[Kai],
Scene classification for remote sensing images with self-attention augmented CNN,
IET-IPR(16), No. 11, 2022, pp. 3085-3096.
DOI Link 2208
BibRef

Zhou, H.[Haonan], Du, X.P.[Xiao-Ping], Xia, L.[Lurui], Li, S.[Sen],
Self-Learning for Few-Shot Remote Sensing Image Captioning,
RS(14), No. 18, 2022, pp. xx-yy.
DOI Link 2209
BibRef

Wang, Q.[Qi], Huang, W.[Wei], Zhang, X.T.[Xue-Ting], Li, X.L.[Xue-Long],
GLCM: Global-Local Captioning Model for Remote Sensing Image Captioning,
Cyber(53), No. 11, November 2023, pp. 6910-6922.
IEEE DOI 2310
BibRef

Cheng, Q.[Qimin], Xu, Y.Q.[Yu-Qi], Huang, Z.Y.[Zi-Yang],
VCC-DiffNet: Visual Conditional Control Diffusion Network for Remote Sensing Image Captioning,
RS(16), No. 16, 2024, pp. 2961.
DOI Link 2408
BibRef

Li, Y.P.[Yun-Peng], Zhang, X.R.[Xiang-Rong], Zhang, T.Y.[Tian-Yang], Wang, G.C.[Guan-Chun], Wang, X.L.[Xin-Lin], Li, S.[Shuo],
A Patch-Level Region-Aware Module with a Multi-Label Framework for Remote Sensing Image Captioning,
RS(16), No. 21, 2024, pp. 3987.
DOI Link 2411
BibRef

Zhang, K.[Ke], Li, P.[Peijie], Wang, J.Q.[Jian-Qiang],
A Review of Deep Learning-Based Remote Sensing Image Caption: Methods, Models, Comparisons and Future Directions,
RS(16), No. 21, 2024, pp. 4113.
DOI Link 2411
BibRef

Leng, G.[Guannan], Xiong, Y.J.[Yu-Jie], Qiu, C.P.[Chun-Ping], Guo, C.Z.[Cong-Zhou],
Discrete diffusion models with Refined Language-Image Pre-trained representations for remote sensing image captioning,
PRL(186), 2024, pp. 164-169.
Elsevier DOI Code:
WWW Link. 2412
Discrete diffusion model, Contrastive Language-Image Pre-training, Transformer, Remote sensing image captioning BibRef

Guo, Z.[Zhang], Liu, H.M.[Hao-Min], Ren, Z.[Zihao], Jiao, L.C.[Li-Cheng], Gou, S.P.[Shui-Ping], Li, R.M.[Rui-Min],
Attribute-Based Learning for Remote Sensing Image Captioning in Unseen Scenes,
RS(17), No. 7, 2025, pp. 1237.
DOI Link 2504
BibRef


Wei, Y.C.[Yi-Chao], Li, L.[Lin], Geng, S.L.[Sheng-Ling],
Remote Sensing Image Captioning Using Hire-MLP,
CVIDL23(109-112)
IEEE DOI 2403
Measurement, Deep learning, Visualization, Image recognition, Computational modeling, Neural networks, Feature extraction BibRef

Chavhan, R.[Ruchika], Banerjee, B.[Biplab], Zhu, X.X.[Xiao Xiang], Chaudhuri, S.[Subhasis],
A Novel Actor Dual-Critic Model for Remote Sensing Image Captioning,
ICPR21(4918-4925)
IEEE DOI 2105
Training, Image coding, Reinforcement learning, Gain measurement, Benchmark testing, Optical imaging, Data models BibRef

Chapter on Matching and Recognition Using Volumes, High Level Vision Techniques, Invariants continues in
Image Annotation .


Last update:Oct 6, 2025 at 14:07:43