International Journal of Multimedia Information Retrieval (IJMIR) (2024)

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2024 Volume 13 Issue 1

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A new CNN-based semantic object segmentation for autonomous vehicles in urban traffic scenes.
Gürkan Dogan|Burhan Ergen
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Augmented inputs for surveillance re-identification.
Rangwan Kasantikul|Worapan Kusakunniran
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A voting-based novel spatio-temporal fusion framework for video saliency using transfer learning mechanism.
Sandeep Chand Kumain|Maheep Singh|Lalit Kumar Awasthi
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Opinion convergence-based sentiment prediction of image advertisement.
Younghoon Lee
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Incremental image retrieval method based on feature perception and deep hashing.
Kaiyang Liao|Jie Lin|Yuanlin Zheng|Keer Wang|Wen Feng
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Image enhancement with bi-directional normalization and color attention-guided generative adversarial networks.
Shan Liu|Shihao Shan|Guoqiang Xiao|Xinbo Gao|Song Wu
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Deep multiple aggregation networks for action recognition.
Ahmed Mazari|Hichem Sahbi
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VERITE: a Robust benchmark for multimodal misinformation detection accounting for unimodal bias.
Stefanos-Iordanis Papadopoulos|Christos Koutlis|Symeon Papadopoulos|Panagiotis C. Petrantonakis
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DAABNet: depth-wise asymmetric attention bottleneck for real-time semantic segmentation.
Qingsong Tang|Yingli Chen|Minghui Zhao|Shitong Min|Wuming Jiang
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How does a kernel based on gradients of infinite-width neural networks come to be widely used: a review of the neural tangent kernel.
Yiqiao Tan|Haizhong Liu
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Cross-modal retrieval based on shared proxies.
Yuxin Wei|Ligang Zheng|Guoping Qiu|Guocan Cai
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An emotion-driven, transformer-based network for multimodal fake news detection.
Ashima Yadav|Anika Gupta
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Text-assisted attention-based cross-modal hashing.
Xiang Yuan|Shihao Shan|Yuwen Huo|Junkai Jiang|Song Wu
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Parameter-efficient tuning of cross-modal retrieval for a specific database via trainable textual and visual prompts.
Huaying Zhang|Rintaro Yanagi|Ren Togo|Takahiro Ogawa|Miki Haseyama

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2024 Volume 13 Issue 2

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DAF-Net: dense attention feature pyramid network for multiscale object detection.
Divine Njengwie Achinek|Ibrahim Shehi Shehu|Athuman Mohamed Athuman|Xianping Fu
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Relevance equilibrium network for cross-domain few-shot learning.
Zhong Ji|Xiangyu Kong|Xuan Wang|Xiyao Liu
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RDAT: an efficient regularized decoupled adversarial training mechanism.
Yishan Li|Yanming Guo|Yulun Wu|Yuxiang Xie|Mingrui Lao|Tianyuan Yu|Yirun Ruan
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Interactive multimodal video search: an extended post-evaluation for the VBS 2022 competition.
Konstantin Schall|Werner Bailer|Kai Uwe Barthel|Fabio Carrara|Jakub Lokoc|Ladislav Peska|Klaus Schoeffmann|Lucia Vadicamo|Claudio Vairo
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Multi-knowledge-driven enhanced module for visible-infrared cross-modal person Re-identification.
Shihao Shan|Peixin Sun|Guoqiang Xiao|Song Wu
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Domain-specific image captioning: a comprehensive review.
Himanshu Sharma|Devanand Padha
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A spatiotemporal bidirectional network for video salient object detection using multiscale transfer learning.
Gaurav Sharma|Maheep Singh
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State of art and emerging trends on group recommender system: a comprehensive review.
Shilpa Singhal|Kunwar Pal
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Unsupervised graph reasoning distillation hashing for multimodal hamming space search with vision-language model.
Lina Sun|Yumin Dong
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Strengthening attention: knowledge distillation via cross-layer feature fusion for image classification.
Zhongyi Zhai|Jie Liang|Bo Cheng|Lingzhong Zhao|Junyan Qian
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Progressive spatial-temporal transfer model for unsupervised person re-identification.
Shuren Zhou|Zhixiong Li|Jie Liu|Jiarui Zhou|Jianming Zhang

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2024 Volume 13 Issue 3

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A order-based content-based information retrieval system proposal applied in 3D meshes.
Thiago Kobashigawa Amorim|Helton Hideraldo Bíscaro
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Enhancing deep learning image classification using data augmentation and genetic algorithm-based optimization.
Nouara Boudouh|Bilal Mokhtari|Sebti Foufou
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Multimodal music datasets? Challenges and future goals in music processing.
Anna-Maria Christodoulou|Olivier Lartillot|Alexander Refsum Jensenius
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Mual: enhancing multimodal sentiment analysis with cross-modal attention and difference loss.
Yang Deng|Yonghong Li|Sidong Xian|Laquan Li|Haiyang Qiu
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Similarity-based face image retrieval using sparsely embedded deep features and binary code learning.
Abdessamad Elboushaki|Rachida Hannane|Karim Afdel
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Human action recognition using an optical flow-gated recurrent neural network.
Davar Giveki
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3D skeleton-based human motion prediction using spatial-temporal graph convolutional network.
Jianying Huang|Hoon Kang
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Adversarial attacks and defenses for large language models (LLMs): methods, frameworks & challenges.
Pranjal Kumar
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Stratified Graph Indexing for efficient search in deep descriptor databases.
M. M. Mahabubur Rahman|Jelena Tesic
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Bridging language to visuals: towards natural language query-to-chart image retrieval.
Neelu Verma|Anik De|Anand Mishra
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LSECA: local semantic enhancement and cross aggregation for video-text retrieval.
Zhiwen Wang|Donglin Zhang|Zhikai Hu
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DSPformer: discovering semantic parts with token growth and clustering for zero-shot learning.
Peng Zhao|Qiangchang Wang|Yilong Yin

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2024 Volume 13 Issue 4

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DBTSF-VSOD: a decision-based two-stage framework for video salient object detection.
Sandeep Chand Kumain|Maheep Singh|Lalit Kumar Awasthi
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Recent trends in recommender systems: a survey.
Chintoo Kumar|C. Ravindranath Chowdary|Ashok Kumar Meena
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Advancements in machine learning techniques for threat item detection in X-ray images: a comprehensive survey.
Archana Singh|Dhiraj
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Multi-modal emotion recognition using tensor decomposition fusion and self-supervised multi-tasking.
Rui Wang|Jiawei Zhu|Shoujin Wang|Tao Wang|Jingze Huang|Xianxun Zhu