Instance-level recognition for image understanding

Authors: Roig Marí, Carlos

Contributors: University/Department: Universitat Politècnica de Catalunya. Departament de Teoria del Senyal i Comunicacions

Thesis Advisors: Marqués Acosta, Fernando, Varas González, David

Source: TDX (Tesis Doctorals en Xarxa)

Subject Terms: Image understanding, Computer vision, Instance-level recognition systems, Large Multimodal Models, Content-based image retrieval, Deep metric learning, Àrees temàtiques de la UPC::Informàtica, 004 - Informàtica

File Description: application/pdf

Access URL: http://hdl.handle.net/10803/695036
https://dx.doi.org/10.5821/dissertation-2117-439679

Content-based image retrieval by classification with reinforcement optimisation evolutionary machine learning with applications.

Authors: Sam Chandra Bose, Anandh¹ (AUTHOR) asam@um.edu.sa, Singh, Laxman² (AUTHOR), Qamar, Shamimul³ (AUTHOR), Uma, S.⁴ (AUTHOR), Puspha Annabel, L. Sherly⁵ (AUTHOR), Singla, Sanjay⁶ (AUTHOR)

Source: Journal of Experimental & Theoretical Artificial Intelligence. Oct2025, Vol. 37 Issue 7, p1195-1215. 21p.

Subject Terms: *ARTIFICIAL neural networks, CONTENT-based image retrieval, MACHINE learning, REINFORCEMENT learning, STATISTICAL accuracy, IMAGE recognition (Computer vision), FEATURE extraction, RESEARCH evaluation

Deep Learning-Assisted Localized Content-based Image Retrieval Framework with Multiple-Instance Learning Algorithm.

Authors: Arulmozhi, P.¹ (AUTHOR), Gopi, R.² (AUTHOR) gopi_r002@outlook.com

Source: International Journal of Pattern Recognition & Artificial Intelligence. Oct2025, Vol. 39 Issue 13, p1-36. 36p.

Subject Terms: *DATABASES, PATTERN recognition systems, CONTENT-based image retrieval, MACHINE learning, COMPUTER vision

A Hybrid CBIR Framework Using Multi-Features with Iterative Query Expansion and Rocchio Relevance Feedback

Authors: Irtiza, Muhammad, Omari, Mohammed, Salameh, Khouloud, Alnoman, Ali, Ibrahim, Rashid

Source: 2025 International Conference on INnovations in Intelligent SysTems and Applications (INISTA) INnovations in Intelligent SysTems and Applications (INISTA), 2025 International Conference on. :1-8 Oct, 2025

Relation: 2025 International Conference on INnovations in Intelligent SysTems and Applications (INISTA)

Attention-Augmented and Graph-Enhanced Hybrid Model for Content-Based Image Retrieval

Authors: Ibrahim, Rashid, Omari, Mohammed, Salameh, Khouloud, Alnoman, Ali, Irtiza, Muhammad

Source: 2025 International Conference on INnovations in Intelligent SysTems and Applications (INISTA) INnovations in Intelligent SysTems and Applications (INISTA), 2025 International Conference on. :1-6 Oct, 2025

Relation: 2025 International Conference on INnovations in Intelligent SysTems and Applications (INISTA)

Optimizing Content-Based Image Retrieval System Through Dimensionality Reduction Techniques

Authors: Rahiman, Hana, Omari, Mohammed, Salameh, Khouloud, Alnomam, Ali

Source: 2025 International Conference on INnovations in Intelligent SysTems and Applications (INISTA) INnovations in Intelligent SysTems and Applications (INISTA), 2025 International Conference on. :1-4 Oct, 2025

Relation: 2025 International Conference on INnovations in Intelligent SysTems and Applications (INISTA)

Enhancing Feature Extraction in Content-Based Image Retrieval (CBIR) Using Deep Learning Techniques

Authors: Abuhajjaj, Ahmed, Omari, Mohammed, Salameh, Khouloud, Alnoman, Ali

Source: 2025 International Conference on INnovations in Intelligent SysTems and Applications (INISTA) INnovations in Intelligent SysTems and Applications (INISTA), 2025 International Conference on. :1-6 Oct, 2025

Relation: 2025 International Conference on INnovations in Intelligent SysTems and Applications (INISTA)

An Optimized Hybrid CBIR Framework Combining Deep Semantic Hashing and Global Color Distribution

Authors: Elgawish, Moamen, Omari, Mohammed, Salameh, Khouloud, Alnoman, Ali

Source: 2025 International Conference on INnovations in Intelligent SysTems and Applications (INISTA) INnovations in Intelligent SysTems and Applications (INISTA), 2025 International Conference on. :1-6 Oct, 2025

Relation: 2025 International Conference on INnovations in Intelligent SysTems and Applications (INISTA)

Deep learning-assisted agricultural content-based image retrieval model with grey wolf optimization.

Authors: Yadav, Kanchan¹ (AUTHOR) arti.badhoutiya@gla.ac.in, Chouhan, Yamini² (AUTHOR) yaminichouhancs@gmail.com, Singh, Kamred Udham^3,4 (AUTHOR) kamredudhamsingh@gmail.com, Srivastava, Sharad Chandra⁵ (AUTHOR) deanetggv@gmail.com

Source: AIP Conference Proceedings. 2025, Vol. 3297 Issue 1, p1-10. 10p.

Subject Terms: *CONTENT-based image retrieval, *GREY Wolf Optimizer algorithm, *CONVOLUTIONAL neural networks, *IMAGE retrieval, *FEATURE extraction, *SIMILARITY (Psychology), *DEEP learning

An IoT-Oriented Image Retrieval Scheme Based on Multifeature Fusion for Cloud–Edge Environments

Authors: Tao, Z., Ma, B., Xu, J., Zhang, P., Li, X.

Source: IEEE Internet of Things Journal IEEE Internet Things J. Internet of Things Journal, IEEE. 12(20):41852-41863 Oct, 2025

A Review on Content based Image Retrieval Under Occluded Conditions

Authors: Uthaman, Mathu, Bhagyalakshmi, A

Source: 2025 3rd International Conference on Sustainable Computing and Data Communication Systems (ICSCDS) Sustainable Computing and Data Communication Systems (ICSCDS), 2025 3rd International Conference on. :574-580 Aug, 2025

Relation: 2025 3rd International Conference on Sustainable Computing and Data Communication Systems (ICSCDS)

Medical Image Similarity Matching Using Deep Learning

Authors: Sunday, Prince Nkemjika, Amagasaki, Motoki, Kiyama, Masato, Diana, Mery

Source: 2025 International Technical Conference on Circuits/Systems, Computers, and Communications (ITC-CSCC) Circuits/Systems, Computers, and Communications (ITC-CSCC), 2025 International Technical Conference on. :1-6 Jul, 2025

Relation: 2025 International Technical Conference on Circuits/Systems, Computers, and Communications (ITC-CSCC)

Privacy Preserving Content-Based Image Retrieval (CBIR) System Using Hybrid Encryption Techniques

Authors: Jadhav, Swati, Narsale, Aditya, Padman, Palaash, Sailo, Lalropuia, Lobo, Elton

Source: 2025 International Conference on Information, Implementation, and Innovation in Technology (I2ITCON) Information, Implementation, and Innovation in Technology (I2ITCON), 2025 International Conference on. :01-09 Jul, 2025

Relation: 2025 International Conference on Information, Implementation, and Innovation in Technology (I2ITCON)

A Large‐Scale Dataset and Robust Multifeature Representation With Maximum Correlation‐Based Feature Fusion and Matching for Apparel Image Retrieval.

Authors: Murtaza, Marryam¹ (AUTHOR), Fayyaz, Muhammad² (AUTHOR), Yasmin, Mussarat¹ (AUTHOR), Anwar, Muhammad^3,4 (AUTHOR), Qureshi, Kashif Naseer⁵ (AUTHOR), Raza, Usman Ahmed⁶ (AUTHOR) usmanahmed.raza@unina.it

Source: Expert Systems. Sep2025, Vol. 42 Issue 9, p1-22. 22p.

Subject Terms: *IMAGE retrieval, CONTENT-based image retrieval, CLOTHING & dress, MULTISENSOR data fusion, COMPUTER vision, ACQUISITION of data, MACHINE learning, FEATURE extraction

Content-based image retrieval based on luminance and texture decomposition.

Authors: Taheri, Fatemeh¹ (AUTHOR), Rahbar, Kambiz¹ (AUTHOR)

Source: Computer Journal. Nov2025, Vol. 68 Issue 11, p1699-1710. 12p.

Subject Terms: *CONTENT-based image retrieval, *TEXTURE analysis (Image processing), *CONVOLUTIONAL neural networks, *FEATURE selection, *DIMENSIONAL reduction algorithms, *FEATURE extraction

Influence of content-based image retrieval on the accuracy and inter-reader agreement of usual interstitial pneumonia CT pattern classification.

Authors: Park, Sohee¹ (AUTHOR), Hwang, Hye Jeon¹ (AUTHOR) umttette@hanmail.net, Yun, Jihye² (AUTHOR), Chae, Eun Jin¹ (AUTHOR), Choe, Jooae¹ (AUTHOR), Lee, Sang Min¹ (AUTHOR), Lee, Han Na¹ (AUTHOR), Shin, So Youn¹ (AUTHOR), Park, Heejun¹ (AUTHOR), Jeong, Hana¹ (AUTHOR), Kim, Min Jee³ (AUTHOR), Lee, Jang Ho³ (AUTHOR), Jo, Kyung-Wook³ (AUTHOR), Baek, Seunghee⁴ (AUTHOR), Seo, Joon Beom¹ (AUTHOR)

Source: European Radiology. Nov2025, Vol. 35 Issue 11, p7199-7212. 14p.

Subject Terms: *CONTENT-based image retrieval, *IDIOPATHIC pulmonary fibrosis, *DEEP learning, *RADIOLOGISTS, *INTER-observer reliability, *PULMONARY fibrosis, *COMPUTED tomography

Hybrid Content-Based Image Retrieval System for a Comprised 27-Class Euphorbia Seed Dataset Using Deep Feature Fusion.

Authors: Kursat, Murat¹, Karaduman, Mucahit², Mutlu, Hursit Burak³, Emre, Irfan⁴, Yildirim, Muhammed³ muhammed.yildirim@ozal.edu.tr

Source: Journal of Agricultural Sciences / Tarim Bilimleri Dergisi. 2025, Vol. 31 Issue 4, p931-940. 10p.

Subject Terms: *CONTENT-based image retrieval, *CONVOLUTIONAL neural networks, *SYSTEM integration, *FEATURE extraction, *EUPHORBIACEAE

SEEIR: Secure and Efficient Encrypted Image Retrieval Based on Additive Secret Sharing

Authors: Shen, Y., Wang, H., Wan, J., Zhang, L., Huang, J., Pan, Z.

Source: IEEE Transactions on Network Science and Engineering IEEE Trans. Netw. Sci. Eng. Network Science and Engineering, IEEE Transactions on. 12(5):3784-3796 Jan, 2025

HCSSIR: Hash Code Selection-Based Secure Image Retrieval in a Blockchain Environment

Authors: Han, T., Kan, J., Dong, R., Zhao, X., Yao, S.

Source: IEEE Internet of Things Journal IEEE Internet Things J. Internet of Things Journal, IEEE. 12(15):31203-31220 Aug, 2025

DNA-CBIR: DNA Translation Inspired Codon Pattern-Based Deep Image Feature Extraction for Content-Based Image Retrieval

Authors: Pradhan, J., Nenavath, H.

Source: IEEE Transactions on NanoBioscience IEEE Trans.on Nanobioscience NanoBioscience, IEEE Transactions on. 24(3):318-330 Jul, 2025