Search Results - "Video summarization"

Deep Learning Techniques for Video Summarization Based on Object Detection.

Alternate Title: تقنيات التعلم العميق لتلخيص الفيديو اعتمادًا على اكتشاف الأجسام.

Authors: Haleem, Shadan Abdul Hato, Eman

Source: Iraqi Journal of Science. 2026, Vol. 67 Issue 5, p2957-2974. 18p.

Why Not Use the Power of Artificial Intelligence to Encourage the Reading of Scientific Articles?

Authors: Şen, Mert Yener, Yeşim

Source: Learned Publishing. Apr2026, Vol. 39 Issue 2, p1-4. 4p.

Subjects: Video summarization, Scientific communication, Scientific literature, Scholarly communication, Artificial intelligence, Electronic publishing, Scholarly publishing

PDSM: Progressive Dynamic Strategy with Mixture-of-Experts for Multimodal Video Summarization.

Authors: Chen, Rongjun Liang, Yaoxin Wang, Leijun et al.

Source: Engineering Letters. Apr2026, Vol. 34 Issue 4, p1311-1321. 11p.

Subjects: Video summarization, Ensemble learning

Video Summarization Based on the Difference in Statistical Histograms of Fuzzy Clustering Features.

Authors: Naser, Ekhlas Falih¹, Ekhlas.F.Naser@uotechnology.edu.iq

Source: Baghdad Science Journal; 2026, Vol. 23 Issue 4, p1255-1269, 15p

Video Abstraction Method Using Color Moment and Density-Based Clustering Algorithm.

Alternate Title: طريقة تلخيص الفيديو باستخدام المعلومات اللونية و خوارزمية كثافة التجميع.

Authors: Hato, Eman Abdulmunem, Matheel E. FarooqLutfi, Zeyad

Source: Iraqi Journal of Science. 2026, Vol. 67 Issue 3, p1744-1759. 16p.

CMFF_VS: A Video Summarization Extraction Model based on Cross-modal Feature Fusion.

Authors: Xin, Chaoqun Wang, Mingyang Zhao, Xianhao

Source: Arabian Journal for Science & Engineering (Springer Science & Business Media B.V. ). Dec2025, Vol. 50 Issue 23, p19153-19167. 15p.

Subjects: Video summarization, Feature extraction, Machine learning

DHMDL: Dynamically Hashed Multimodal Deep Learning Framework for Racket Video Summarization Using Audio and Visual Markers.

Authors: Priyanka, G. Senthil Kumar, J. Prasha Meena, M.

Source: Applied Artificial Intelligence. Dec2025, Vol. 39 Issue 1, p1-41. 41p.

Subjects: Video summarization, Racket games, Artificial neural networks, Wimbledon Championships

Geographic Terms: Wimbledon (London, England)

Numerical and spatiotemporal features fusion for video summarization.

Authors: Aboelenien, Mohamed Salem, Mohammed A.-M.

Source: Multimedia Tools & Applications. Oct2025, Vol. 84 Issue 34, p43175-43190. 16p.

Subjects: Video summarization, Deep learning

Key frame extraction algorithm for video summarization based on key frame extraction using sliding window.

Authors: Singh, Pratibha Kushwaha, Alok Kumar Singh

Source: Multimedia Tools & Applications. Aug2025, Vol. 84 Issue 26, p31793-31812. 20p.

Subjects: Video summarization, Video processing, Multimedia systems, Algorithms, Image analysis, Machine learning

Efficient video summarization through MobileNetSSD: a robust deep learning-based framework for efficient video summarization focused on objects of interest.

Authors: Yarrarapu, Manasa Leelavathy, Narkedamilly Haritha, Dasari

Source: Multimedia Tools & Applications. Aug2025, Vol. 84 Issue 26, p30663-30688. 26p.

Subjects: Video summarization, Object recognition (Computer vision), Time-domain analysis, Multimedia systems, Deep learning, Computer vision

This Gemini prompt adds written steps to YouTube how-tos.

Authors: PATTERSON, BEN (AUTHOR)

Source: PCWorld. May2026, Vol. 44 Issue 5, p93-94. 2p. 2 Color Photographs.

Contextual Feature Fusion-Based Keyframe Selection Using Semantic Attention and Diversity-Aware Optimization for Video Summarization.

Authors: S, Chitrakala Kumar, Aparyay

Source: Symmetry (20738994). Oct2025, Vol. 17 Issue 10, p1737. 28p.

Multimodal Video Summarization Using Machine Learning: A Comprehensive Benchmark of Feature Selection and Classifier Performance.

Authors: Marevac, Elmin Kadušić, Esad Živić, Nataša et al.

Source: Algorithms. Sep2025, Vol. 18 Issue 9, p572. 33p.

Video content summarization using deep learning techniques.

Authors: Panda, Niranjan Kumar, Santosh Patra, Bichitrananda et al.

Source: AIP Conference Proceedings. 2026, Vol. 3388 Issue 1, p1-10. 10p.

Occlusion-Preserved Surveillance Video Synopsis with Flexible Object Graph.

Authors: Nie, Yongwei Ge, Wei Zeng, Siming et al.

Source: International Journal of Computer Vision. May2025, Vol. 133 Issue 5, p2653-2669. 17p.

Subjects: Video summarization, Data structures, Artificial intelligence, Video surveillance, Flexible structures

Query-attentive video summarization: a comprehensive review.

Authors: Kadam, Bhakti D. Deshpande, Ashwini M.

Source: Multimedia Tools & Applications. Jun2025, Vol. 84 Issue 20, p22561-22600. 40p.

Subjects: Artificial neural networks, Video summarization, Computer vision, Artificial intelligence, Image processing

Deep Learning for Video Summarization.

Authors: Mohite, Sakshi¹

Source: International Scientific Journal of Engineering & Management. Jun2025, Vol. 4 Issue 6, p1-5. 5p.

Integrating 3D convolutional neural network and Bidirectional Encoder Representations from Transformers for effective video summarization.

Authors: R, Deepa T, Sree Sharmila R, Niruban

Source: Journal of Experimental & Theoretical Artificial Intelligence. Feb2026, Vol. 38 Issue 2, p261-287. 27p.

Enhancing User Navigation in Smartphone Video Playback: A Novel Method and User Interface Design.

Authors: Park, Daehee Kim, Woojae Bae, Sowoon et al.

Source: International Journal of Human-Computer Interaction. Apr2026, p1-19. 19p. 5 Illustrations.

Supervised regularized attention-aware clock-triggered recurrent neural network for video summarization.

Authors: Gupta, Deeksha Sharma, Akashdeep

Source: Neural Computing & Applications; Jul2025, Vol. 37 Issue 21, p16349-16380, 32p