International Journal of Multimedia Information Retrieval (IJMIR) (2023)

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2023 Volume 12 Issue 1

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Optical music recognition for homophonic scores with neural networks and synthetic music generation.
María Alfaro-Contreras|José M. Iñesta|Jorge Calvo-Zaragoza
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Nested-Net: a deep nested network for background subtraction.
Fatma Gouizi|Ahmed Chaouki Megherbi
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LG-MLFormer: local and global MLP for image captioning.
Zetao Jiang|Xiuxian Wang|Zhongyi Zhai|Bo Cheng
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MemeTector: enforcing deep focus for meme detection.
Christos Koutlis|Manos Schinas|Symeon Papadopoulos
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CLIP-based fusion-modal reconstructing hashing for large-scale unsupervised cross-modal retrieval.
Mingyong Li|Yewen Li|Mingyuan Ge|Longfei Ma
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Maximizing mutual information inside intra- and inter-modality for audio-visual event retrieval.
Ruochen Li|Nannan Li|Wenmin Wang
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Emotion-aware music tower blocks (EmoMTB ): an intelligent audiovisual interface for music discovery and recommendation.
Alessandro B. Melchiorre|David Penz|Christian Ganhör|Oleg Lesota|Vasco Fragoso|Florian Fritzl|Emilia Parada-Cabaleiro|Franz Schubert|Markus Schedl
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End-to-end residual learning-based deep neural network model deployment for human activity recognition.
Alok Negi|Krishan Kumar
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Study of Alzheimer's disease brain impairment and methods for its early diagnosis: a comprehensive survey.
Shruti Pallawi|Dushyant Kumar Singh
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A deep image retrieval network using Max-m-Min pooling and morphological feature generating residual blocks.
Farzad Sabahi|M. Omair Ahmad|M. N. S. Swamy
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Multiple feedback based adversarial collaborative filtering with aesthetics.
Zhefu Wu|Yuhang Ma|Junzhuo Cao|Agyemang Paul|Xiang Li
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Video anomaly detection with memory-guided multilevel embedding.
Liuping Zhou|Jing Yang
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Deep learning for video-text retrieval: a review.
Cunjuan Zhu|Qi Jia|Wei Chen|Yanming Guo|Yu Liu

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2023 Volume 12 Issue 2

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An interactive attribute-preserving fashion recommendation with 3D image-based virtual try-on.
Ahmad AlZu'bi|Lojin Bani Younis|Alia Madain
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Detecting abnormal behavior in megastore for crime prevention using a deep neural architecture.
Mohd. Aquib Ansari|Dushyant Kumar Singh|Vibhav Prakash Singh
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Medical image watermarking: a survey on applications, approach and performance requirement compliance.
Shehu Ayuba|Wan Mohd Nazmee Wan Zainon
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Visual feature segmentation with reinforcement learning for continuous sign language recognition.
Yuchun Fang|Liangjun Wang|Shiquan Lin|Lan Ni
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Few-shot and meta-learning methods for image understanding: a survey.
Kai He|Nan Pu|Mingrui Lao|Michael S. Lew
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Ornament image retrieval using few-shot learning.
Sk Maidul Islam|Subhankar Joardar|Arif Ahmed Sekh
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Neural style transfer generative adversarial network (NST-GAN) for facial expression recognition.
Faten Khemakhem|Hela Ltifi
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Cluster-guided temporal modeling for action recognition.
Jeong-Hun Kim|Fei Hao|Carson Kai-Sang Leung|Aziz Nasridinov
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Hierarchical bidirectional aggregation with prior guided transformer for few-shot segmentation.
Qiuyu Kong|Jie Jiang|Junyan Yang|Qi Wang
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Special Issue on Open-Domain Image Retrieval in the Wild.
Yu Liu|Yanming Guo|Yusuke Matsui
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Modal interaction-enhanced prompt learning by transformer decoder for vision-language models.
Mingyue Liu|Honggang Zhao|Longfei Ma|Mingyong Li
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DELIGHT-Net: DEep and LIGHTweight network to segment Indian text at word level from wild scenic images.
Shilpa Mahajan|Rajneesh Rani|Karan Trehan
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Recognition of student engagement in classroom from affective states.
Sandeep Mandia|Kuldeep Singh|Rajendra Mitharwal
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An improved customized CNN model for adaptive recognition of cerebral palsy people's handwritten digits in assessment.
K. Muthureka|U. Srinivasulu Reddy|B. Janet
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Sentiment analysis using deep learning techniques: a comprehensive review.
Chinmayee Sahoo|Mayur Wankhade|Binod Kumar Singh
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ConvST-LSTM-Net: convolutional spatiotemporal LSTM networks for skeleton-based human action recognition.
Abhilasha Sharma|Roshni Singh
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FOF: a fine-grained object detection and feature extraction end-to-end network.
Wenzhong Shen|Jinpeng Chen|Jie Shao
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Content-based image retrieval using handcraft feature fusion in semantic pyramid.
Fatemeh Taheri|Kambiz Rahbar|Ziaeddin Beheshtifard
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A comprehensive survey of multimodal fake news detection techniques: advances, challenges, and opportunities.
Shivani Tufchi|Ashima Yadav|Tanveer Ahmed
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Attribute-wise reasoning reinforcement learning for pedestrian attribute retrieval.
Yaodong Wang|Zhenfei Hu|Zhong Ji
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SPSD: Similarity-preserving self-distillation for video-text retrieval.
Jiachen Wang|Yan Hua|Yingyun Yang|Hongwei Kou
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A lightweight small object detection algorithm based on improved YOLOv5 for driving scenarios.
Zonghui Wen|Jia Su|Yongxiang Zhang|Mingyu Li|Guoxi Gan|Shenmeng Zhang|Deyu Fan
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Style-aware adversarial pairwise ranking for image recommendation systems.
Zhefu Wu|Song Zhang|Agyemang Paul|Luping Fang
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PSNet: position-shift alignment network for image caption.
Lixia Xue|Awen Zhang|Ronggui Wang|Juan Yang
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Deep adversarial multi-label cross-modal hashing algorithm.
Xiaohan Yang|Zhen Wang|Wenhao Liu|Xinyi Chang|Nannan Wu
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CoCoOpter: Pre-train, prompt, and fine-tune the vision-language model for few-shot image classification.
Jie Yan|Yuxiang Xie|Yanming Guo|Yingmei Wei|Xiaoping Zhang|Xidao Luan
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Dual-feature collaborative relation-attention networks for visual question answering.
Lu Yao|You Yang|Juntao Hu
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Decision fusion for few-shot image classification.
Tianhao Yuan|Weifeng Liu|Fei Yan|Baodi Liu
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Joint multi-scale information and long-range dependence for video captioning.
Zhongyi Zhai|Xiaofeng Chen|Yishuang Huang|Lingzhong Zhao|Bo Cheng|Qian He