TREC Video Retrieval Evaluation
Partial bibliography of peer-reviewed journal and conference papers
based on TRECVID resources
(comprising mainly work publicly accessible via the ACM Digital
Library and IEEE Explorer)
2022 (59)
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Karbalaie, Abdolamir, Farhad Abtahi, and Mårten Sjöström. "Event detection in surveillance videos: a review." Multimedia tools and applications 81.24 (2022): 35463-35501.
Chavate, Shrikant, and Ravi Mishra. "Efficient detection of abrupt transitions using statistical methods." ECS Transactions 107.1 (2022): 6541.
Roomi, Mohamed Mansoor, and Saurav Gupta. "Pyramidal-Relative Entropy Based Temporal Signature for Video Transition Detection using LSTM." (2022).
Dave, Ishan, et al. "Gabriellav2: Towards better generalization in surveillance videos for action detection." Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision. 2022.
Hu, Fan, et al. "Lightweight attentional feature fusion: A new baseline for text-to-video retrieval." European Conference on Computer Vision. Cham: Springer Nature Switzerland, 2022.
Yu, Lijun, et al. "Argus++: Robust real-time activity detection for unconstrained video streams with overlapping cube proposals." Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision. 2022.
Du, Yunhao, et al. "Pami-ad: An activity detector exploiting part-attention and motion information in surveillance videos." 2022 IEEE International Conference on Multimedia and Expo Workshops (ICMEW). IEEE, 2022.
Chakraborty, Saptarshi, et al. "ALO-SBD: a hybrid shot boundary detection technique for video surveillance system." Edge Analytics: Select Proceedings of 26th International Conference—ADCOM 2020. Singapore: Springer Singapore, 2022.
Lin, Qiubin, Wenming Cao, and Zhiquan He. "Level-wise aligned dual networks for text–video retrieval." EURASIP Journal on Advances in Signal Processing 2022.1 (2022): 58.
Nandini, H. M., H. K. Chethan, and B. S. Rashmi. "Shot based keyframe extraction using edge-LBP approach." Journal of King Saud University-Computer and Information Sciences 34.7 (2022): 4537-4545.
Benoughidene, Abdelhalim, and Faiza Titouna. "A novel method for video shot boundary detection using CNN-LSTM approach." International Journal of
Multimedia Information Retrieval 11.4 (2022): 653-667.
Chakraborty, Saptarshi, Alok Singh, and Dalton Meitei Thounaojam. "A novel bifold-stage shot boundary detection algorithm: invariant to motion and illumination." The Visual Computer 38.2 (2022): 445-456.
Lebron, Luis, et al. "Evaluation of Automatically Generated Video Captions Using Vision and Language Models." 2022 IEEE International Conference on Image Processing (ICIP). IEEE, 2022.
Jose, Jasmin T., et al. "Efficient shot boundary detection with multiple visual representations." Mobile Information Systems 2022 (2022).
Mishra, Ravi. "Hybrid feature extraction and optimized deep convolutional neural network based video shot boundary detection." Concurrency and Computation: Practice and Experience 34.25 (2022): e7256.
Naveen Kumar, G. S., and V. S. K. Reddy. "High performance algorithm for content-based video retrieval using multiple features." Intelligent Systems and Sustainable Computing: Proceedings of ICISSC 2021. Singapore: Springer Nature Singapore, 2022. 637-646.
Kalaivani, A., and S. Anusuya. "The Detection of Video Shot Transitions Based on Primary Segments Using the Adaptive Threshold of Colour-Based Histogram Differences and Candidate Segments Using the SURF Feature Descriptor." Symmetry 14.10 (2022): 2041.
Singh, Alok, Thoudam Doren Singh, and Sivaji Bandyopadhyay. "V2t: video to text framework using a novel automatic shot boundary detection algorithm." Multimedia Tools and Applications 81.13 (2022): 17989-18009.
Deotale, Disha, et al. "Optimized hybrid RNN model for human activity recognition in untrimmed video." Journal of Electronic Imaging 31.5 (2022): 051409-051409.
Zhang, Binyu, et al. "Multi-actor activity detection by modeling object relationships in extended videos based on deep learning." Engineering Applications of Artificial Intelligence 114 (2022): 105055.
Hamroun, Mohamed, Karim Tamine, and Benoît Crespin. "Multimodal video indexing (mvi): A new method based on machine learning and semi-automatic annotation on large video collections." International Journal of Image and Graphics 22.02 (2022): 2250022.
Lokoč, Jakub, et al. "A task category space for user-centric comparative multimedia search evaluations." International conference on multimedia modeling. Cham: Springer International Publishing, 2022.
Zhang, Yue, Chao Liang, and Longxiang Jiang. "Confidence-Aware Active Feedback for Interactive Instance Search." IEEE Transactions on Multimedia (2022).
Sandeep, R., and Bora K. Prabin. "Application of Perceptual Video Hashing for Near-duplicate Video Retrieval." Evolutionary Computing and Mobile Sustainable Networks: Proceedings of ICECMSN 2021. Singapore: Springer Singapore, 2022. 253-275.
Zare, Samin, and Mehran Yazdi. "A Survey on Semi-Automated and Automated Approaches for Video Annotation." 2022 12th International Conference on Computer and Knowledge Engineering (ICCKE). IEEE, 2022.
Kaur, Lakhwinder, and Pankaj Kumar Mishra. "Estimation of concise video summaries from long sequence videos using deep learning via LSTM."
Khan, Omar Shahbaz, Jan Zahálka, and Björn Þór Jónsson. "Influence of Late Fusion of High-Level Features on User Relevance Feedback for Videos." Proceedings of the 2nd International Workshop on Interactive Multimedia Retrieval. 2022.
Ma, Zhixin, et al. "Reinforcement learning-based interactive video search." International Conference on Multimedia Modeling. Cham: Springer International Publishing, 2022.
Wu, Weifei. "Multi-source selection transfer learning with privacy-preserving." Neural Processing Letters 54.6 (2022): 4921-4950.
Prabavathy, A. Kethsy, M. Mythily, and J. A. M. Rexie. "Object based Video Retrieval with multiple features matching approach." 2022 8th International Conference on Advanced Computing and Communication Systems (ICACCS). Vol. 1. IEEE, 2022.
Nijhawan, Rahul, et al. "Gun identification from gunshot audios for secure public places using transformer learning." Scientific reports 12.1 (2022): 13300.
Balaji, Avantika, et al. "Shot Boundary Detection and Video Captioning Using Neural Networks." Disruptive Technologies for Big Data and Cloud Applications:
Proceedings of ICBDCC 2021. Singapore: Springer Nature Singapore, 2022. 277-285.
Heller, Silvan, et al. "Interactive video retrieval evaluation at a distance: comparing sixteen interactive video search systems in a remote setting at the 10th Video Browser Showdown." International Journal of Multimedia Information Retrieval 11.1 (2022): 1-18.
Mai, Tien-Dung, Tien Do, and Duy-Dinh Le. "A Framework for Evaluating Video Summary Approaches." 2022 International Conference on Multimedia Analysis and Pattern Recognition (MAPR). IEEE, 2022.
Harrando, Ismail. Representation, information extraction, and summarization for automatic multimedia understanding. Diss. Sorbonne Université, 2022.
Perez-Martin, Jesus, et al. "A comprehensive review of the video-to-text problem." Artificial Intelligence Review (2022): 1-75.
Allouche, Mohamed, and Mihai Mitrea. "Video fingerprinting: Past, present, and future." Frontiers in Signal Processing 2 (2022): 984169.
Liang, Guoqiang, et al. "Video summarization with a dual-path attentive network." Neurocomputing 467 (2022): 1-9.
Khan, Shakir, and Lulwah AlSuwaidan. "Agricultural monitoring system in video surveillance object detection using feature extraction and classification by deep learning techniques." Computers and Electrical Engineering 102 (2022): 108201.
Behera, Nayan Kumar Subhashis, et al. "Person re-identification: A taxonomic survey and the path ahead." Image and Vision Computing 122 (2022): 104432.
Yu, Qinghao, et al. "SUM-GAN-GEA: Video Summarization Using GAN with Gaussian Distribution and External Attention." Electronics 11.21 (2022): 3523.
Harzig, Philipp. "Automatic generation of natural language descriptions of visual data: describing images and videos using recurrent and self-attentive models." (2022).
Apostolidis, Evlampios, et al. "Summarizing videos using concentrated attention and considering the uniqueness and diversity of the video frames." Proceedings of the 2022 International Conference on Multimedia Retrieval. 2022.
Khan, Omar Shahbaz, et al. "Exquisitor at the Video Browser Showdown
2022." International Conference on Multimedia Modeling. Cham: Springer International Publishing, 2022.
Presa-Reyes, Maria, et al. "Multi-Source Weak Supervision Fusion for Disaster Scene Recognition in Videos." 2022 IEEE 5th International Conference on Multimedia Information Processing and Retrieval (MIPR). IEEE, 2022
Wang, Xu, et al. "A Video Summarization Model Based on Deep Reinforcement Learning with Long-Term Dependency." Sensors 22.19 (2022): 7689.
Lughofer, Edwin. "Evolving multi-label fuzzy classifier." Information Sciences 597 (2022): 1-23.
Ramesh, Raksha, et al. "Leveraging Text Representation and Face-head Tracking for Long-form Multimodal Semantic Relation Understanding." Proceedings of the 30th ACM International Conference on Multimedia. 2022.
Li, Haopeng, et al. "Video joint modelling based on hierarchical transformer for co-summarization." IEEE Transactions on Pattern Analysis and Machine Intelligence 45.3 (2022): 3904-3917.
Mavroudi, Effrosyni, Prashast Bindal, and René Vidal. "Actor-Centric Tubelets for Real-Time Activity Detection in Extended Videos." Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision. 2022.
Tao, Yudong. Data Analytics and Deep Learning for Multimodal Data. Diss. University of Miami, 2022.
Li, Ding, and Scott Dick. "Semi-supervised multi-label classification using an extended graph-based manifold regularization." Complex & Intelligent Systems 8.2 (2022): 1561-1577.
Li, Lihuan, Maurice Pagnucco, and Yang Song. "Graph-based spatial transformer with memory replay for multi-future pedestrian trajectory prediction." Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. 2022.
Li, Changwei. -based video summarization using attention networks. Diss. University of Cincinnati, 2022.
Loc, Erika, et al. "Development of a MultiModal Annotation Framework and Dataset for Deep Video Understanding." Proceedings of the 2nd Workshop on People in Vision, Language, and the Mind. 2022.
Shi, Huizhong, Yana Zhang, and Yanfang Li. "Decision Fusion Based Multi-type Shot Boundary Detection in Real Time." 2022 5th International Conference on Information Communication and Signal Processing (ICICSP). IEEE, 2022.
Chen, Yaosen, et al. "Video summarization with u-shaped transformer." Applied Intelligence 52.15 (2022): 17864-17880.
Yan, Xue, et al. "Multimodal based attention-pyramid for predicting pedestrian trajectory." Journal of Electronic Imaging 31.5 (2022): 053008-053008.
Reboud, A. (2022). Towards automatic understanding of narrative audiovisual content (Doctoral dissertation, Sorbonne université).
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2021 (62)
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Chen, Aozhu, et al. "What matters for ad-hoc video search? A large-scale evaluation on TRECVID." Proceedings of the IEEE/CVF International Conference on Computer Vision. 2021.
Dong, Jianfeng, et al. "Dual encoding for video retrieval by text." IEEE Transactions on Pattern Analysis and Machine Intelligence (2021).
Rashmi, B. S., and H. S. Nagendraswamy. "Video shot boundary detection using block based cumulative approach." Multimedia Tools and Applications 80.1 (2021): 641-664.
Hao, Yanbin, Chong-Wah Ngo, and Bin Zhu. "Learning to match anchor-target video pairs with dual attentional holographic networks." IEEE Transactions on Image Processing 30 (2021): 8130-8143.
Gkountakos, Konstantinos, et al. "Visual Recognition of Abnormal Activities in Video Streams." Technology Development for Security Practitioners. Springer, Cham, 2021. 151-165.
Reboud, Alison, et al. "Exploring multimodality, perplexity and explainability for memorability prediction." Multimedia Benchmark Workshop. 2021.
Luo, Minnan, Xiaojun Chang, and Chen Gong. "Reliable shot identification for complex event detection via visual-semantic embedding." Computer Vision and Image Understanding 213 (2021): 103300.
Yang, Wenhao, et al. "Instance Search via Fusing Hierarchical Multi-level Retrieval and Human-object Interaction Detection." Proceedings of the IEEE/CVF International Conference on Computer Vision. 2021.
Dzabraev, Maksim, et al. "Mdmmt: Multidomain multimodal transformer for video retrieval." Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. 2021.
Chakraborty, Saptarshi, Dalton Meitei Thounaojam, and Nidul Sinha. "A shot boundary detection technique based on visual colour information." Multimedia Tools and Applications 80.3 (2021): 4007-4022.
Nguyen, E-Ro, et al. "HCMUS at MediaEval2021: Attention-based Hierarchical Fusion Network for Predicting Media Memorability." (2021).
Kleinlein, Ricardo, Cristina Luna-Jiménez, and Fernando Fernández-Martínez. "THAU-UPM at MediaEval 2021: From Video Semantics To Memorability Using Pretrained Transformers." (2021).
Savran Kiziltepe, Rukiye, et al. "Overview of The MediaEval 2021 Predicting Media Memorability Task." (2021).
Presa-Reyes, Maria, et al. "Deep Learning With Weak Supervision for Disaster Scene Description in Low-Altitude Imagery." IEEE transactions on geoscience and remote sensing 60 (2021): 1-10.
Li, Changsheng, et al. "Deep Unsupervised Active Learning via Matrix Sketching." IEEE Transactions on Image Processing 30 (2021): 9280-9293.
Chakraborty, Saptarshi, and Dalton Meitei Thounaojam. "SBD-Duo: a dual stage shot boundary detection technique robust to motion and illumination effect." Multimedia Tools and Applications 80.2 (2021): 3071-3087.
Apostolidis, Evlampios, et al. "Video summarization using deep neural networks: A survey." Proceedings of the IEEE 109.11 (2021): 1838-1863.
Lokoč, Jakub, et al. "Is the reign of interactive search eternal? Findings from the video browser showdown 2020." ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM) 17.3 (2021): 1-26.
Raja, T. Naga, V. V. Ramana, and A. Damodaram. "A Novel Framework for Video Retrieval Algorithm Evaluations and Methods for Effective Context-Aware Video Content Retrial Method on Cloud."
Proceedings of International Conference on Advances in Computer Engineering and Communication Systems. Springer, Singapore, 2021.
Jin, Yang, et al. "Zero-shot video event detection with high-order semantic concept discovery and matching." IEEE Transactions on Multimedia 24 (2021): 1896-1908.
Chavate, Shrikant, and Ravi Mishra. "A comparison of different procedures for hardware-based video shot boundary detection."
Advances in Image and Data Processing using VLSI Design, Volume 1: Smart vision systems. IOP Publishing, 2021.
Nishimoto, Koki, and Kimiaki Shirahama. "Acquisition of Human's Memory Mechanism for Video Frames." ITE Technical Report; ITE Tech. Rep. 45.31 (2021): 17-20.
Dilawari, Aniqa, et al. "Natural language description of videos for smart surveillance." Applied Sciences 11.9 (2021): 3730.
Gowri, S., et al. "Human Action Detection Using Deep Learning." Machine Learning for Predictive Analysis. Springer, Singapore, 2021. 229-235.
Constantin, Mihai Gabriel, and Bogdan Ionescu. "Using Vision Transformers and Memorable Moments for the Prediction of Video Memorability." (2021).
Nandini, H. M., H. K. Chethan, and B. S. Rashmi. "An efficient method for video shot transition detection using probability binary weight Approach." International Journal of Computer Vision and Image Processing (IJCVIP) 11.3 (2021): 1-20.
Mishra, Ravi. "Video shot boundary detection using hybrid dual tree complex wavelet transform with Walsh Hadamard transform." Multimedia Tools and Applications 80.18 (2021): 28109-28135.
Xinwei, Li, Xu Lianghao, and Yang Yi. "Compact video fingerprinting via an improved capsule net." Systems Science & Control Engineering 9.sup1 (2021): 122-130.
Chavate, Shrikant, Ravi Mishra, and Pranay Yadav. "A Comparative Analysis of Video Shot Boundary Detection using Different Approaches."
2021 10th International Conference on System Modeling & Advancement in Research Trends (SMART). IEEE, 2021.
Dong, Jianfeng, et al. "Multi-level alignment network for domain adaptive cross-modal retrieval." Neurocomputing 440 (2021): 207-219.
Nguyen, Phuong-Anh, and Chong-Wah Ngo. "Interactive search vs. automatic search: an extensive study on video retrieval." ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM) 17.2 (2021): 1-24.
Jose, Jasmin T., and S. Rajkumar. "Multiple Grey-scale Feature Based Shot Boundary Detection." 2021 Asian Conference on Innovation in Technology (ASIANCON). IEEE, 2021.
Han, Tingting, Yuankai Qi, and Suguo Zhu. "A Continuous Semantic Embedding Method for Video Compact Representation." Electronics 10.24 (2021): 3106.
Kiziltepe, Rukiye Savran, et al. "An annotated video dataset for computing video memorability." Data in Brief 39 (2021): 107671.
Wu, Jiaxin, et al. "SQL-like interpretable interactive video search." International Conference on Multimedia Modeling. Springer, Cham, 2021.
Huang, Qing, Hongcai Feng, and Li Liu. "A Video Scene Segmentation Optimization Algorithm Based on Convolutional Neural Network." 2021 2nd International Conference on Intelligent Computing and Human-Computer Interaction (ICHCI). IEEE, 2021.
Iinuma, Yuko, and Shin'ichi Satoh. "Video Action Retrieval Using Action Recognition Model." Proceedings of the 2021 International Conference on Multimedia Retrieval. 2021.
Lu, Youwei, and Xiaoyu Wu. "Cross-modal Interaction for Video Memorability Prediction." (2021).
Galanopoulos, Damianos, and Vasileios Mezaris. "Hard-negatives or Non-negatives? A hard-negative selection strategy for cross-modal retrieval using the improved marginal ranking loss."
Proceedings of the IEEE/CVF International Conference on Computer Vision. 2021.
Galanopoulos, Damianos, et al. "Automatic and Semi-automatic Augmentation of Migration Related Semantic Concepts for Visual Media Retrieval."
Proceedings of the 2021 Workshop on Open Challenges in Online Social Networks. 2021.
Gkountakos, Konstantinos, et al. "Spatio-temporal activity detection and recognition in untrimmed surveillance videos." Proceedings of the 2021 International Conference on Multimedia Retrieval. 2021.
Kumar, Neetish. "Shot Boundary Detection Framework For Video Editing Via Adaptive Thresholds And Gradual Curve Point." Turkish Journal of Computer and Mathematics Education (TURCOMAT) 12.11 (2021): 3820-3828.
Godil, Afzal, et al. "2020 Sequestered Data Evaluation for Known Activities in Extended Video: Summary and Results." Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision. 2021.
Manjunath Aradhya, V. N., H. T. Basavaraju, and Devanur S. Guru. "Decade research on text detection in images/videos: a review." Evolutionary Intelligence 14.2 (2021): 405-431.
Hezel, Nico, et al. "Video search with sub-image keyword transfer using existing image archives." International Conference on Multimedia Modeling. Springer, Cham, 2021.
Rizve, Mamshad Nayeem, et al. "Gabriella: An online system for real-time activity detection in untrimmed security videos." 2020 25th International Conference on Pattern Recognition (ICPR). IEEE, 2021.
Pavithra, N., and Y. H. Sharath Kumar. "FSBRS: Framework for Sketch-Based Retrieval System of the Color Images." Soft Computing and Signal Processing. Springer, Singapore, 2021. 1-15.
Bouyahi, Mohamed, and Yassine Ben Ayed. "Multimodal features for shots boundary detection." Thirteenth International Conference on Machine Vision. Vol. 11605. SPIE, 2021.
Jiang, Xuekun, et al. "Jointly Learning the Attributes and Composition of Shots for Boundary Detection in Videos." IEEE Transactions on Multimedia (2021).
Tao, Jianwen, Yufang Dan, and Di Zhou. "Robust multi-source co-adaptation with adaptive loss minimization." Signal Processing: Image Communication 99 (2021): 116455.
Valand, Joakim O., et al. "Automated Clipping of Soccer Events using Machine Learning." 2021 IEEE International Symposium on Multimedia (ISM). IEEE, 2021.
Thallinger, Georg, and Werner Bailer. "Automatic Analysis of Amateur Film and Video Collections." 2021 International Conference on Content-Based Multimedia Indexing (CBMI). IEEE, 2021.
Yao, Wei, et al. "Early and Late Fusion of Multiple Modalities in Sentinel Imagery and Social Media Retrieval." International Conference on Pattern Recognition. Springer, Cham, 2021.
Valand, Joakim Olav, et al. "AI-Based Video Clipping of Soccer Events." Machine Learning and Knowledge Extraction 3.4 (2021): 990-1008.
Lan, Libin, and Chunxiao Ye. "Recurrent generative adversarial networks for unsupervised WCE video summarization." Knowledge-Based Systems 222 (2021): 106971.
Zhu, Yunzhang, et al. "Collaborative multilabel classification." Journal of the American Statistical Association (2021): 1-12.
Li, Yuke, Pin Wang, and Ching-Yao Chan. "RESTEP into the future: relational spatio-temporal learning for multi-person action forecasting." IEEE Transactions on Multimedia (2021).
Li, Yu-Ke, et al. "Imitative Learning for Multi-Person Action Forecasting." Proceedings of the 29th ACM International Conference on Multimedia. 2021.
Apostolidis, Evlampios, et al. "Combining global and local attention with positional encoding for video summarization." 2021 IEEE International Symposium on Multimedia (ISM). IEEE, 2021.
Chen, Bo, Decai Li, and Yuqing He. "Simultaneous Prediction of Pedestrian Trajectory and Actions based on Context Information Iterative Reasoning." 2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). IEEE, 2021.
Chen, Bo, et al. "SCR-graph: Spatial-causal relationships based graph reasoning network for human action prediction." The 2nd International Conference on Computing and Data Science. 2021.
Kavitha, R., and D. Chitra. "An improved hybridized deep structured model for accurate video event recognition." Journal of Ambient Intelligence and Humanized Computing 12.6 (2021): 6019-6028.
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2020 (55)
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Mejzlík, F. (2020). Evaluation of Keyword-Based Search Models for Known-Item Search
Wang, Ying, Yongchen Wang, Cong Shi, Long Cheng, Huawei Li, and Xiaowei Li. "An Edge 3D CNN Accelerator for Low-Power Activity Recognition."
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems 40, no. 5 (2020): 918-930.
Zafirova, Deana. "Shot Boundary Detection: A fundamental base for automatic video analysis." PhD diss., Wien, 2020.
Atencio Ortiz, Pedro Sandino. "Query-based Video summarization using machine learning and coordinated representations."
Bátoryová, Jana. "Searching Image Collections Using Deep Representations of Local Regions." (2020).
Wang, Han, Hao Song, Xinxiao Wu, and Yunde Jia. "Incremental transfer learning for video annotation via grouped heterogeneous sources." IET Computer Vision 14, no. 1 (2020): 26-35.
Čech, Přemysl, Jakub Lokoč, and Yasin N. Silva. "Pivot-based approximate k-NN similarity joins for big high-dimensional data."
Information Systems 87 (2020): 101410.
Fan, S., Shen, Z., Koenig, B.L., Ng, T.T. and Kankanhalli, M.S., 2020. When and Why Static Images Are More Effective Than Videos. IEEE Transactions on Affective Computing, (01), pp.1-1.
Lin, Sung-Chiang, Chih-Jou Chen, and Tsung-Ju Lee. "A multi-label classification with hybrid label-based meta-learning method in internet of things." IEEE Access 8 (2020): 42261-42269.
Harsha, B. K., and G. Indumathi. "Skin Detection in Images based on Pattern Matching Algorithms-A Review." In 2020 International Conference on Inventive Computation Technologies (ICICT), pp. 359-363. IEEE, 2020.
Qian, Yijun, Lijun Yu, Wenhe Liu, Guoliang Kang, and Alexander G. Hauptmann. "Adaptive feature aggregation for video object detection." In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, pp. 143-147. 2020.
Sandeep, R., and Prabin Kumar Bora. "Detection of Malicious Video Modifications using Perceptual Video Hashing." 2020 5th International Conference on Computing, Communication and Security (ICCCS). IEEE, 2020.
Apostolidis, E., Adamantidou, E., Metsai, A.I., Mezaris, V. and Patras, I., Unsupervised Video Summarization via Attention-Driven Adversarial Learning.
Wang, Liyuan, et al. "Multilevel fusion of multimodal deep features for porn streamer recognition in live video."
Pattern Recognition Letters 140 (2020): 150-157.
Liu, Yanbing, Sanjev Dhakal, and Binyao Hao. "Multimedia image and video retrieval based on an improved HMM."
Multimedia Systems (2020): 1-11.
Bekhet, Saddam, and Amr Ahmed. "Evaluation of similarity measures for video retrieval."
Multimedia Tools and Applications 79.9 (2020): 6265-6278.
Subudhi, Badri Narayan, et al. "Automatic lecture video skimming using shot categorization and contrast based features."
Expert Systems with Applications 149 (2020): 113341.
Gornishka, Iva, Stevan Rudinac, and Marcel Worring. "Interactive Search and Exploration in Discussion Forums Using Multimodal Embeddings."
International Conference on Multimedia Modeling. Springer, Cham, 2020.
Qi, Haifeng, et al. "Hash length: a neglected element." Multimedia Tools and Applications 79.7 (2020): 4763-4782.
Jónsson, Björn Þór, et al. "Exquisitor at the video browser showdown 2020."
International Conference on Multimedia Modeling. Springer, Cham, 2020.
Kim, Byoungjun, et al. "Deep Learning-Based Video Retrieval Using Object Relationships and Associated Audio Classes."
International Conference on Multimedia Modeling. Springer, Cham, 2020.
Mantsis, Damianos Florin, et al. "Multimodal Fusion of Sentinel 1 Images and Social Media Data for Snow Depth Estimation."
IEEE Geoscience and Remote Sensing Letters (2020).
Lee, Yooyoung, et al. "Summary of the 2019 Activity Detection in Extended Videos Prize Challenge."
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops. 2020.
Shen, Ling, Richang Hong, and Yanbin Hao. "Advance on large scale near-duplicate video retrieval." Frontiers of Computer Science 14.5 (2020): 1-24.
Bhaumik, Hrishikesh, Siddhartha Bhattacharyya, and Susanta Chakraborty. "Real-time video segmentation using a vague adaptive threshold."
Hybrid Computational Intelligence. Academic Press, 2020. 191-220.
Jadhav, Dattatraya, Yogesh Kumar Sharma, and Dr Arora. "Profound Learning Approach for Shot Boundary Location." Available at SSRN 3645409 (2020).
Nandini, H. M., H. K. Chethan, and B. S. Rashmi. "Shot based keyframe extraction using edge-LBP approach."
Journal of King Saud University-Computer and Information Sciences (2020).
Xinwei, Li, Xu Lianghao, and Yang Yi. "Compact video fingerprinting via an improved capsule net."
Systems Science & Control Engineering (2020): 1-9.
GogiReddy, Hema Sundara Srinivasula Reddy, and Neelam Sinha. "Video Key Frame Detection Using Block Sparse Coding."
Proceedings of 3rd International Conference on Computer Vision and Image Processing. Springer, Singapore, 2020.
Janwe, Nitin, and Kishor Bhoyar. "Semantic concept based video retrieval using convolutional neural network." SN Applied Sciences 2.1 (2020): 1-8.
Kar, T., and P. Kanungo. "Abrupt Scene Change Detection Using Block Based Local Directional Pattern."
Data Management, Analytics and Innovation. Springer, Singapore, 2020. 191-203.
Soboroff, Ian, et al. "Evaluating Multimedia and Language Tasks." Frontiers in Artificial Intelligence 3 (2020).
Andreadis, Stelios, et al. "Verge in vbs 2020." International Conference on Multimedia Modeling. Springer, Cham, 2020.
Sasithradevi, A., and S. Mohamed Mansoor Roomi. "A new pyramidal opponent color-shape model based video shot boundary detection."
Journal of Visual Communication and Image Representation 67 (2020): 102754.
Sasithradevi, A., and S. Mohamed Mansoor Roomi. "Video classification and retrieval through spatio-temporal Radon features."
Pattern Recognition 99 (2020): 107099.
Jakub Lokoć, Tomáš Soućek, Patrik Veselý, František Mejzlík, Jiaqi Ji, Chaoxi Xu, and Xirong Li. 2020.
A W2VV++ Case Study with Automated and Interactive Text-to-Video Retrieval. In Proceedings of the 28th ACM International Conference on Multimedia (MM '20). Association for Computing Machinery, New York, NY, USA, 2553–2561. DOI:https://doi.org/10.1145/3394171.3414002
Jiaxin Wu and Chong-Wah Ngo. 2020. Interpretable Embedding for Ad-Hoc Video Search.
In Proceedings of the 28th ACM International Conference on Multimedia (MM '20). Association for Computing Machinery, New York, NY, USA, 3357–3366. DOI:https://doi.org/10.1145/3394171.3413916
Zhihui Li, Xiaojun Chang, Lina Yao, Shirui Pan, Ge Zongyuan, and Huaxiang Zhang. 2020. Grounding Visual Concepts for Zero-Shot Event Detection and Event Captioning. In Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD '20).
Association for Computing Machinery, New York, NY, USA, 297–305. DOI:https://doi.org/10.1145/3394486.3403072
Shuo Chen, Pascal Mettes, Tao Hu, and Cees G.M. Snoek. 2020. Interactivity Proposals for Surveillance Videos.
In Proceedings of the 2020 International Conference on Multimedia Retrieval (ICMR '20). Association for Computing Machinery, New York, NY, USA, 108–116. DOI:https://doi.org/10.1145/3372278.3390680
Damianos Galanopoulos and Vasileios Mezaris. 2020. Attention Mechanisms, Signal Encodings and Fusion Strategies for Improved Ad-hoc Video Search with Dual Encoding Networks. In Proceedings of the 2020 International Conference on Multimedia Retrieval (ICMR '20).
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