International Journal of Multimedia Information Retrieval (IJMIR) (2022)

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2022 Volume 11 Issue 1

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Enhancing the performance of 3D auto-correlation gradient features in depth action classification.
Mohammad Farhad Bulbul|Saiful Islam|Zannatul Azme|Preksha Pareek|Md. Humaun Kabir|Hazrat Ali
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A fast and robust affine-invariant method for shape registration under partial occlusion.
Sinda Elghoul|Faouzi Ghorbel
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Multimodal image and audio music transcription.
Carlos de la Fuente|Jose J. Valero-Mas|Francisco J. Castellanos|Jorge Calvo-Zaragoza
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Interactive video retrieval evaluation at a distance: comparing sixteen interactive video search systems in a remote setting at the 10th Video Browser Showdown.
Silvan Heller|Viktor Gsteiger|Werner Bailer|Cathal Gurrin|Björn Þór Jónsson|Jakub Lokoc|Andreas Leibetseder|Frantisek Mejzlík|Ladislav Peska|Luca Rossetto|Konstantin Schall|Klaus Schoeffmann|Heiko Schuldt|Florian Spiess|Ly-Duyen Tran|Lucia Vadicamo|Patrik Veselý|Stefanos Vrochidis|Jiaxin Wu
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A review on deep learning in medical image analysis.
S. Suganyadevi|V. Seethalakshmi|K. Balasamy

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2022 Volume 11 Issue 2

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Siamese coding network and pair similarity prediction for near-duplicate image detection.
Marco Fisichella
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PDS-Net: A novel point and depth-wise separable convolution for real-time object detection.
Masum Shah Junayed|Md Baharul Islam|Hassan Imani|Tarkan Aydin
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Few2Decide: towards a robust model via using few neuron connections to decide.
Jian Li|Yanming Guo|Songyang Lao|Xiang Zhao|Liang Bai|Haoran Wang
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DC-GNN: drop channel graph neural network for object classification and part segmentation in the point cloud.
Md. Meraz|Md Afzal Ansari|Mohammed Javed|Pavan Chakraborty
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Multi-sensor human activity recognition using CNN and GRU.
Ohoud Nafea|Wadood Abdul|Ghulam Muhammad
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Anomaly detection using edge computing in video surveillance system: review.
Devashree R. Patrikar|Mayur Rajaram Parate
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A local representation-enhanced recurrent convolutional network for image captioning.
Xiaoyi Wang|Jun Huang
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Caption TLSTMs: combining transformer with LSTMs for image captioning.
Jie Yan|Yuxiang Xie|Xidao Luan|Yanming Guo|Quanzhi Gong|Suru Feng

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2022 Volume 11 Issue 3

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A literature review and perspectives in deepfakes: generation, detection, and applications.
Deepak Dagar|Dinesh Kumar Vishwakarma
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How can users' comments posted on social media videos be a source of effective tags?
Mehdi Ellouze
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Music emotion recognition based on segment-level two-stage learning.
Na He|Sam Ferguson
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RGBD deep multi-scale network for background subtraction.
Ihssane Houhou|Athmane Zitouni|Yassine Ruichek|Salah Eddine Bekhouche|Mohamed Kas|Abdelmalik Taleb-Ahmed
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Organ segmentation from computed tomography images using the 3D convolutional neural network: a systematic review.
Ademola Enitan Ilesanmi|Taiwo Ilesanmi|Oluwagbenga Paul Idowu|Drew A. Torigian|Jayaram K. Udupa
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Generative adversarial networks and its applications in the biomedical image segmentation: a comprehensive survey.
Ahmed Iqbal|Muhammad Sharif|Mussarat Yasmin|Mudassar Raza|Shabib Aftab
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Text detection, recognition, and script identification in natural scene images: a Review.
Veronica Naosekpam|Nilkanta Sahu
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Semantic-enhanced discriminative embedding learning for cross-modal retrieval.
Hao Pan|Jun Huang
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InceptionDepth-wiseYOLOv2: improved implementation of YOLO framework for pedestrian detection.
Sweta Panigrahi|U. S. N. Raju
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A unified approach of detecting misleading images via tracing its instances on web and analyzing its past context for the verification of multimedia content.
Deepika Varshney|Dinesh Kumar Vishwakarma
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Cross-domain image retrieval: methods and applications.
Xiaoping Zhou|Xiangyu Han|Haoran Li|Jia Wang|Xun Liang

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2022 Volume 11 Issue 4

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FDAM: full-dimension attention module for deep convolutional neural networks.
Silin Cai|Changping Wang|Jiajun Ding|Jun Yu|Jianping Fan
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Video deblurring and flow-guided feature aggregation for obstacle detection in agricultural videos.
Keyang Cheng|Xuesen Zhu|Yongzhao Zhan|Yunshen Pei
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Gender classification from face images using central difference convolutional networks.
Mohammadreza Sheikh Fathollahi|Rezvan Heidari
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A novel method for video shot boundary detection using CNN-LSTM approach.
Benoughidene Abdel Halim|Titouna Faiza
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Who is gambling? Finding cryptocurrency gamblers using multi-modal retrieval methods.
Zhengjie Huang|Zhenguang Liu|Jianhai Chen|Qinming He|Shuang Wu|Lei Zhu|Meng Wang
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Generative adversarial networks for 2D-based CNN pose-invariant face recognition.
Mohamed Kas|Youssef El Merabet|Yassine Ruichek|Rochdi Messoussi
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Human pose estimation using deep learning: review, methodologies, progress and future research directions.
Pranjal Kumar|Siddhartha Chauhan|Lalit Kumar Awasthi
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Contrastive self-supervised learning: review, progress, challenges and future research directions.
Pranjal Kumar|Piyush Rawat|Siddhartha Chauhan
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Visual and semantic ensemble for scene text recognition with gated dual mutual attention.
Zhiguang Liu|Liangwei Wang|Jian Qiao
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Prototype local-global alignment network for image-text retrieval.
Lingtao Meng|Feifei Zhang|Xi Zhang|Changsheng Xu
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Multimodal Quasi-AutoRegression: forecasting the visual popularity of new fashion products.
Stefanos-Iordanis Papadopoulos|Christos Koutlis|Symeon Papadopoulos|Ioannis Kompatsiaris
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Semantic-aware visual scene representation.
Mohammad Javad Parseh|Mohammad Rahmanimanesh|Parviz Keshavarzi|Zohreh Azimifar
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Similar interior coordination image retrieval with multi-view features.
Ren Togo|Yuki Honma|Maiku Abe|Takahiro Ogawa|Miki Haseyama
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Special issue on cross-modal retrieval and analysis.
Jianlong Wu|Richang Hong|Qi Tian
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FCT: fusing CNN and transformer for scene classification.
Yuxiang Xie|Jie Yan|Lai Kang|Yanming Guo|Jiahui Zhang|Xidao Luan
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Tri-RAT: optimizing the attention scores for image captioning.
You Yang|Yongzhi An|Juntao Hu|Longyue Pan
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MHA-WoML: Multi-head attention and Wasserstein-OT for few-shot learning.
Junyan Yang|Jie Jiang|Yanming Guo
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TCKGE: Transformers with contrastive learning for knowledge graph embedding.
Xiaowei Zhang|Quan Fang|Jun Hu|Shengsheng Qian|Changsheng Xu
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Your heart rate betrays you: multimodal learning with spatio-temporal fusion networks for micro-expression recognition.
Ren Zhang|Ning He|Shengjie Liu|Ying Wu|Kang Yan|Yuzhe He|Ke Lu
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Multi-aware coreference relation network for visual dialog.
Zefan Zhang|Tianling Jiang|Chunping Liu|Yi Ji