A Comprehensive Survey of Deep Learning for Image Captioning

Hossain, MD. Zakir, Sohel, Ferdous, Shiratuddin, Mohd Fairuz, Laga, Hamid·2019·ACM Computing Surveys

Cited by (878)

Items 801–878 of 878

  1. Dual-Stream Spatially Aware Transformer for Remote Sensing Image Captioning
    Haifeng Sima, Xiangtao Ding, JianLong Wang, Mingliang Xu · 2025 · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
  2. Leveraging Deep Learning, Grid Search, and Bayesian Networks to Predict Distant Recurrence of Breast Cancer
    Xia Jiang, Yijun Zhou, Alan H. Wells, Adam Brufsky · 2025 · Cancers
  3. Bangla Chitra Net: An Efficient Transformer-Based Architecture for Image Captioning
    Abhijit Baidya, Anik Acharya, Bikramjit Nath, Debapriya Banik · 2025 · Communications in computer and information science
  4. Image Caption Generator Using CNN and LSTM
    Monika Nagarajan, P. A. Monisha, Mounika Ilaka, N. Merrin Prasanna, D. Manasa, T. Kavi Priya · 2026 · CRC Press eBooks
  5. TrendPulse: an AI Powered Content Reach Optimizer Model
    Deeksha Mathur, Prerna Sharma · 2025 · Communications in computer and information science
  6. Identification and Detection of Image Caption Generators by Performance Analysis Using Deep Learning
    Uppula Nagaiah, Sabitha Musuku, Swarna Venkatesh, Boddupelli Durgabhavani, B. Shirisha, Siva Skandha Sanagala · 2025 · Lecture notes in networks and systems
  7. Image captioning in low resource assamese language with semantic information prior and spatially encoded transformer model
    Pankaj Choudhury, Sidharth Nair, Prithwijit Guha, Sukumar Nandi · 2025 · Expert Systems with Applications
  8. A Two-Stage Vision-Language Model for Image Captioning and Future Event Prediction
    Md. Ishak, Mohammed Alawad · 2025 · IEEE International Conference on Computing and Machine Intelligence (ICMI)
  9. Auto-Image Caption Generator using Artificial Intelligence
    Abhyuday Srivastava, Saransh Singh, K.C. Sriharipriya, P. Sundresan, G.N. Sumathi · 2025 · International Conference on Sensors and Related Networks (SENNET)
  10. Leveraging Vision-Language Models for Improving Detection of Obstacles on Railway Tracks
    Vincenzo Carletti, Antonio Greco, Alessia Saggese, Camilla Spingola, Bruno Vento · 2025 · Lecture notes in computer science
  11. Anchors as Building Blocks: A Detailed Survey of Scene Graph Decomposition and Captioning
    Jaydeep Lokhande, Aditya Verma, Joshwa Joy Philip, Arya Haldankar, Sheetal Girase · 2025 · IFIP advances in information and communication technology
  12. KECAN: knowledge-enhanced cross-modal alignment network for ophthalmic report generation
    Jing Wang, Mingyu Shi, Junyan Fan, Yanzhu Zhang, Ruiping Wang · 2025 · Multimedia Systems
  13. MCM-DPO : Multifaceted Cross-Modal Direct Preference Optimization for Alt-text Generation
    Jinlan Fu, Shenzhen Huangfu, Hao Fei, Yichong Huang, Xiaoyu Shen, Xipeng Qiu, See-Kiong Ng · 2025 · ACM International Conference on Multimedia (ACM MM)
  14. UIT-OpenViIC: An open-domain benchmark for evaluating image captioning in Vietnamese
    Doanh C. Bui, Nghia Hieu Nguyen, Khang Tan Tran Minh Nguyen · 2025 · Signal Processing Image Communication
  15. From Privacy Chains to ChainShield: Structured Privacy Risks and Defense in Vision-Language Models
    Minxing Liu, Minh‐Ha Le, Niklas Ferdinand Carlsson · 2025 · Workshop on Privacy in the Electronic Society
  16. Novel Pixel Displacement Prediction Strategies for Fast Object Detection in Flood Video Analysis
    A. V. Shubhasree, Praveen Sankaran, C V Raghu · 2025 · Signal Image and Video Processing
  17. A medical image captioning system for TeleOTIVA: Supporting SDGs-oriented cervical precancer screening in Indonesia
    Firdaus Firdaus, Siti Nurmaini, Rizki Ayunda Pratama, Elly Matul Imah, Muhammad Naufal Rachmatullah, Ade Iriani Sapitri, Annisa Darmawahyuni, Anggun Islami, Akhiar Wista Arum, Bambang Tutuko et al. · 2025 · Informatics in Medicine Unlocked
  18. Test-time Filtering Boosts Training-free Zero-shot Composed Image Retrieval
    Haoyue Chong, Lunbo Li, Haofeng Zhang · 2025 · ACM International Conference on Multimedia in Asia (MMAsia)
  19. Image Captioning in Amharic Language using Deep Convolutional Neural Networks with LSTM
    Samuel Ashagrre Guigsa, Tesfahun Nurrie Mengestie, Mikru Lake Melie, Yohannes Sefane Molla · 2025 · International Conference on Information and Communication Technology for Development for Africa (ICT4DA)
  20. Modeling and prediction fire evolution in Building engineering: a knowledge graph and machine learning approach
    Hui Xu, Mei Hua Jiang, Qilin Zhou, Lifang Huang · 2025 · Journal of Asian Architecture and Building Engineering
  21. Novel Approach Toward Handwritten Mathematical Expression Image Captioning System
    Navajyoti Nath, Aishik Das, Anupal Saikia, Kasturi Sharma, Vishal Gour, Sourish Dhar · 2026 · Lecture notes in networks and systems
  22. From Images to Insights: A Scientometric Study of Image Captioning Research from 2021 to 2025
    Marvi Jasrotia, Himanshu Sharma, Ashwani Kumar · 2025 · IEEE International Conference on Computer Vision and Machine Intelligence (CVMI)
  23. Fine-Grained Image Captioning via Dynamic Query and Deformable Cross-Attention
    Xiaoxuan Xie, Chao Chen, Tiecheng Cai, Xiangwen Liao · 2025 · International Conference on Image Processing, Computer Vision and Machine Learning (ICICML)
  24. Enhancing Image Descriptions with Context-Aware AI Caption Generators
    Devender Nayak N, Rambabu M · 2025 · International Conference on Applied Artificial Intelligence and Computing (ICAAIC)
  25. GLoHi-Cap: Gated Multimodal Fusion with Spatial Object Localization for Hindi Image Captioning
    Himanshu Sharma, Devanand Padha, Yashwant Prasad Singh · 2025 · IEEE International Conference on Computer Vision and Machine Intelligence (CVMI)
  26. Improving Image Captioning for Chinese Cultural Relics with Diffusion Language Models
    Chenggang Mi, Yu Li · 2026 · Journal on Computing and Cultural Heritage
  27. Self-Attentive Deep Fusion Framework with Transformer-Based Semantics for Emergency Head CT Reporting
    Selene Tomassini, Abdallah Zeggada, Carlo Cosimo Quattrocchi, Farid Melgani, Paolo Giorgini · 2025 · IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE)
  28. Bridging Visual Understanding and Language Generation: A Deep Learning Approach to Image Captioning
    Saumya Ranjan, Bam Bahadur Sinha, Arti Bahuguna · 2026 · Lecture notes in networks and systems
  29. Cross-modal Memory Alignment Framework With Disease Aware Contrastive Learning for Radiology Report Generation
    Shuaipeng Ding, Mengnan Fan, Mingyong Li · 2026 · Lecture notes in computer science
  30. Enhancing Real-Time Object Detection and Recognition: A Hybrid BP-LSTM Deep Learning Approach for Advanced Computer Vision Systems
    R. Pushpakumar, V. Sathya, S. Hariprasath, G. Kumar, Saladi Jaswanth Seshasai, D. S. Jayalakshmi · 2026 · Communications in computer and information science
  31. Image captioning for automated bridge inspection: a feasibility study
    Mo Li, Nan Liang, Xueqian Ma, Jiayu Chen · 2026 · Construction Innovation
  32. Leveraging Deep Learning for Automated Image Captioning to Improve Search Engine Indexing
    Krishna Kumar Mohbey, Malika Acharya, Shaik Abdul Ahad · 2026 · Cureus Journal of Computer Science.
  33. FAN-TAST-IC: Fast Alarm Notification with Task-Aware Spatio-Temporal Image Classification
    Diego Gragnaniello, Antonio Greco, Carlo Sansone, Bruno Vento · 2026 · ACM Transactions on Multimedia Computing Communications and Applications
  34. When Multimodal Interactions Impair Prediction: A Novel Regularized Deep Learning Strategy
    Gang Chen, Shuaiyong Xiao, Chenghong Zhang, Huimin Zhao · 2026 · INFORMS journal on computing
  35. Caption Intelligence: Unified Vision-Language Models for Automated Description
    J. Mullai, Periya guru G, Vijayakumar B, Vinothkumar ER, Venkatesh Perumal M., Samuvel Godson · 2026 · International Conference on Intelligent Systems for Communication, IoT and Security (ICISCoIS)
  36. Unjammable and Resilient Communications for UAV Swarms: A Hybrid FSO/mmWave Approach
    Ali Eslami · 2025 · Global Congress on Emerging Technologies (GCET)
  37. Photo Captioning for Assisting Blind and Visually Impaired People Using Gated Attention
    K. Pavithra, K. Praveena, S. Padmavathy, A. Ishwarya, M. Velmurugan · 2026 · International Conference on Computing, Communication, Control and Cyber-Physical Systems (I5CPS)
  38. Unsupervised Learning of 3D Shape Spaces for 3D Modeling
    Éloi Mehr · 2019
  39. Visual and Textual Common Semantic Spaces for the Analysis of Multimodal Content
    Lady Viviana Beltrán Beltrán · 2021
  40. Active and Incremental Deep learning with class imbalanced data
    Umang Aggarwal · 2022 · theses.fr (ABES)
  41. Generating self-descriptions from profile avatars on Question-Answering communities
    Alejandro Figueroa, Billy Peralta · 2026 · Knowledge-Based Systems
  42. Towards automatic understanding of narrative audiovisual content
    Alison Reboud · 2022 · theses.fr (ABES)
  43. Multimodal Document Understanding with Unified Vision and Language Cross-Modal Learning
    Souhail Bakkali · 2022 · theses.fr (ABES)
  44. Neural graph-to-text generation with euclidean and riemannian graph encoding
    Sébastien Montella · 2023 · theses.fr (ABES)
  45. Unveiling Hidden Psychological States: Synergistic Fusion of Amplified Color and Motion from Video
    Yiwei Ru, Qi Li, Yongji Liu, Huijia Wu, Zhaofeng He, Zhenan Sun · 2026 · Machine Intelligence Research
  46. Few-shot learning, a data-centric approach for adaptation
    Raphael Lafargue · 2024 · theses.fr (ABES)
  47. From VEDs to VLMs: Assessing Fine-Tuning Efficiency and Metric Reliability in Brazilian Portuguese Image Captioning
    Gabriel Bromonschenkel, Alessandro L. Koerich, Thiago Meireles Paixão, Hilário Oliveira · 2026 · SSRN Electronic Journal
  48. Principle-Guided Multimodal Reasoning with Minimal Human Demonstrations
    Changkai Ji, X S Huang, Hui Jiang, Zhuoyao Wang, Yuejie Zhang, Yu Cheng, Rui Feng, X Zhang · 2026 · IEEE International Conference on Acoustics Speech and Signal Processing
  49. Feeling travel photographs: hedonic and utilitarian labelling in machine-generated semantic differentials
    Joanne Yu, Denis Helić, Astrid Dickinger, Markus Strohmaier · 2026 · Information Technology & Tourism
  50. R-MMA: Enhancing Vision-Language Models with Recurrent Adapters for Few-Shot and Cross-Domain Generalization
    Md Fahim, Md Farhan Ishmam, Mir Sazzat Hossain, M. Ashraful Amin, Amin Ahsan Ali, AKM Mahbubur Rahman · 2026 · IEEE Winter Conference on Applications of Computer Vision
  51. Beyond the frame: generating culturally rich captions for Chinese relics with retrieval-augmented knowledge
    Chenggang Mi, Shaoliang Xie · 2026 · Digital Scholarship in the Humanities
  52. Multimodal Fusion with External Knowledge (MFEK)
    Zehang Lin, Qing Li · 2026 · Wireless networks
  53. VIBE-CAP: Vision–Language Baseline Enhancements for Image Captioning
    Gitika Rath, Navrati Saxena · 2026 · International Conference on Emerging Trends in Advancements and Applications of Computational Intelligence Techniques (ETAACT)
  54. Learning Instance-Level Knowledge With Image-Level Supervision for Open-Vocabulary Object Detection in Remote Sensing Images
    Y Li, Yunpeng Bai, Jiaman Ma, Amirkhan A. Temirbayev, Y Li, Changjing Shang, Qiang Shen · 2026 · IEEE Transactions on Geoscience and Remote Sensing
  55. An End-to-End Attention-Based Framework for Bangla Image Captioning
    Apurbo Sharma, Sajeeb Kumar Ray, Naima Islam, M Alamgir Hossain, Mirza AFM Rashidul Hasan · 2026 · IEEE International Conference on Quantum Photonics, Artificial Intelligence & Networking (QPAIN)
  56. RacGK: Region-aware image captioning with LSTM and Gaussian kernel attention
    Mohammad Alamgir Hossain, Zhongfu Ye, Md. Bipul Hossen, Md. Mahmudur Rahman, Md Shohidul Islam, Md.Ibrahim Abdullah · 2026 · Signal Image and Video Processing
  57. Zero-shot referring expression comprehension via guidance of Multimodal Large Language Models
    Rouyi Li, Wei Zhuo, Shiyi Zheng, Zhihao Wu, Linlin Shen · 2026 · Pattern Recognition
  58. Prediction of heart sound using the xLSTM method for hypertrophic cardiomyopathy
    Shatiswaran Vigian, R Kanesaraj Ramasamy, Junaidi Abdullah · 2026 · Sound&Vibration
  59. Automated Medical Report Generation via OCR and Generative AI
    Yu-Chih Wei, Wei-Shan Lin, Chia-Yun Hsu, Yung-Hsiang Hsu, Yue Wang · 2026 · Communications in computer and information science
  60. ProbSparseAtt-Score Based Sparse Scene Graph Generation Model
    Yuyao Meng, Kai Luo, Zhewei Xu, Yunliang Chen, Xiaohui Huang, Yuewei Wang, Longxiang Gao, Jianxin Li · 2026 · Lecture notes in computer science
  61. A Scene Based Summarization of Remote Sensing Images Using Deep Learning
    Vijender Busi Reddy, K Raghavendra, D. Mallikharjuna Rao · 2025 · IEEE India Geoscience and Remote Sensing Symposium (InGARSS)
  62. Adaptive swarm algorithms for dynamic marine environments
    Qasem Abu Al-Haija · 2026 · Elsevier eBooks
  63. Automatic Image Captioning for Project Documentation at the ITE
    Osama Hamed, Nadeem Zaidkilani, Eberhard Rosenthal, Ghaleb Natour · 2026 · International Conference on Federated Learning and Intelligent Computing Systems (FLICS)
  64. Dynamic Context Adapters: Efficiently Infusing History into Vision-and-Language Models
    Yuhang Song, Bor-Jiun Lin, Jiaxu Liu, Te-Chuan Chiu, Anh Nguyen, Chun‐Yi Lee · 2026 · Lecture notes in computer science
  65. EADIC: Entity Aware and Diverse Image Captioning Utilizing a Fusion Transformer
    Sharmila Kharat, Sunita Barve · 2026 · Engineering Technology & Applied Science Research
  66. Applications in urban sensing for smart cities
    Dong Liu, Zihan Kan, Teng Fei, Yang Chen, Yan Zhang, Qiming Zheng · 2026 · Elsevier eBooks
  67. Disease-Aware Image Captioning for Mango Leaf Disease Identification Using a Hybrid EfficientNet-LSTM Framework
    Arvind Ganvir, Jagdish Chakole · 2026 · IEEE Guwahati Subsection Conference (GCON)
  68. CLIP-SGI: A Semantic-Guided and Instance-Consistent Framework for Generalizable Person Re-Identification
    Daixin Liu, Yang Yu, Linlin Tang, Yulong Chen, Qi Zhang, Jinrong Cui, Jie Wen · 2026 · IEEE Transactions on Image Processing
  69. SMH-CA: Scaled multi-head contextual attention with multi-modal integration for image captioning
    Md.Ibrahim Abdullah, Md. Farukuzzaman Khan, Mohammad Alamgir Hossain, Md. Mahmudur Rahman, Md Shohidul Islam · 2026 · Applied Soft Computing
  70. An Automated Framework for Generating Image-Text Datasets from PDF Documents
    Bernardo Ramos Toresan, M Vieira, Matheus Silva, Higor Moreira, Bruno F. Aires, Júlia Da Rocha Junqueira, Bruno Gomes Tavares dos Santos, Isadora Schwaab, Anderson dos S. da Rosa, Fábio Herbert Jones et al. · 2026 · Lecture notes in computer science
  71. $$\text {G}^3$$AFT: Glance Guided Gradient Aligned Fine-Tuning for Visual Autoregressive Models
    Jiayi Zhang, Xiefan Guo, Xinzhu Ma, Di Huang · 2026 · Lecture notes in computer science
  72. Advanced Framework for Image Analysis and Contextual Questioning Using Generative AI
    K. Mahantesh, B. K. Ramya, L. Naveen, Akshit Kumar Mishra, K. H. Adithya · 2026 · Lecture notes in electrical engineering
  73. C4DF: confidence calibrated contextual control for diverse and faithful image captioning
    Sharmila Kharat, Sunita Barve · 2026 · MethodsX
  74. Grounded Semantic Quality and Diversity Diagnostics for Image Caption Evaluation
    Sharmila Kharat, Sunita Barve · 2026 · International Conference on Networks, Computers and Communications (ICNCCom)
  75. Entity-Aware Knowledge-Guided Vision-Language Framework for Image Captioning
    Sharmila Kharat, Sunita Barve · 2026 · International Conference on Networks, Computers and Communications (ICNCCom)
  76. Vision-Language Navigation
    Yen‐Ling Kuo · 2026 · Encyclopedia of GIS
  77. Multimodal Few-Shot Learning with Frozen Language Models
    Tsimpoukelli, Maria, Menick, Jacob, Cabi, Serkan, Eslami, S. M. Ali, Vinyals, Oriol, Hill, Felix · 2021 · arXiv
  78. Evaluation of Text Generation: A Survey
    Celikyilmaz, Asli, Clark, Elizabeth, Gao, Jianfeng · 2020 · arXiv