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Enhancing Music Information Retrieval by Incorporating Image-Based Local Features [chapter]

Leszek Kaliciak, Ben Horsburgh, Dawei Song, Nirmalie Wiratunga, Jeff Pan
<span title="">2012</span> <i title="Springer Berlin Heidelberg"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2w3awgokqne6te4nvlofavy5a4" style="color: black;">Lecture Notes in Computer Science</a> </i> &nbsp;
Conversely, it is possible to treat real life images as spectrograms and utilize music-based features to represent these images in a vector form.  ...  This points to an interesting interchangeability between visual and music information retrieval.  ...  Figure 2 shows the query by visual example retrieval based on the local features and our music representation.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-35341-3_19">doi:10.1007/978-3-642-35341-3_19</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/54efxhkxqzcy5iob6fy5uq6nbm">fatcat:54efxhkxqzcy5iob6fy5uq6nbm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170921192915/http://oro.open.ac.uk/34651/1/airs19JulyMusic.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/93/7f/937fe072132811c53637781cd7e0dac9b8685dd4.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-35341-3_19"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Challenges of Image and Video Retrieval [chapter]

Michael S. Lew, Nicu Sebe, John P. Eakins
<span title="">2002</span> <i title="Springer Berlin Heidelberg"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2w3awgokqne6te4nvlofavy5a4" style="color: black;">Lecture Notes in Computer Science</a> </i> &nbsp;
By this we mean that low level features are easily measured and computed, but the starting point of the retrieval process is typically the high level query from a human.  ...  Translating or converting the question posed by a human to the low level features seen by the computer illustrates the problem in bridging the semantic gap.  ...  A vision-based approach to mobile robot localization that integrates an image retrieval system with Monte-Carlo localization is presented by Wolf et al [25] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/3-540-45479-9_1">doi:10.1007/3-540-45479-9_1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/tq2btxvta5fchbkq4brug4qwqi">fatcat:tq2btxvta5fchbkq4brug4qwqi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20160418013809/http://press.liacs.nl:80/publications/Challenges%20of%20image%20and%20video%20retrieval.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/e3/57/e3579e7915c3af4868ccd7fbaa71c02d00d1753a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/3-540-45479-9_1"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Towards Effective Content-Based Music Retrieval With Multiple Acoustic Feature Combination

Jialie Shen, John Shepherd, Anne H. H. Ngu
<span title="">2006</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/sbzicoknnzc3tjljn7ifvwpooi" style="color: black;">IEEE transactions on multimedia</a> </i> &nbsp;
The use of supervised training enables incorporation of human musical perception that further enhances the classification process.  ...  This architecture enables straightforward incorporation of multiple musical feature vectors, based on properties such as timbral texture, pitch, and rhythm structure, into a single low-dimensioned vector  ...  acoustic features and human musical perception to produce small feature vectors that enhance the retrieval and categorisation process.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tmm.2006.884618">doi:10.1109/tmm.2006.884618</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/q6tfuplrojhavaoovexg5daqcy">fatcat:q6tfuplrojhavaoovexg5daqcy</a> </span>
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onNote

Yusuke Yamamoto, Hideaki Uchiyama, Yasuaki Kakehi
<span title="">2011</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/w3p3hxsu4bckbpebzlol6wmmq4" style="color: black;">Proceedings of the 24th annual ACM symposium on User interface software and technology - UIST &#39;11</a> </i> &nbsp;
To develop this system, we propose an image processing based framework for retrieving music from a music database by capturing printed music scores.  ...  From a captured image, we identify the scores by matching them with the reference music scores, and compute the position and pose of the scores with respect to the camera.  ...  In other words, we retrieve the information of the music scores by using a captured image as a query. This problem can be described as the image retrieval of music scores.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2047196.2047249">doi:10.1145/2047196.2047249</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/uist/YamamotoUK11.html">dblp:conf/uist/YamamotoUK11</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/hqvashassngoxlo6rrkumibyhu">fatcat:hqvashassngoxlo6rrkumibyhu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20151014065812/http://limu.ait.kyushu-u.ac.jp:80/~uchiyama/me/papers/uist_2011.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/82/00/8200157a1d10e9cd1afeef5a44395c4505bcd844.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2047196.2047249"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

A Survey on Video Recommendation and Ranking in Video Search Engine

Nikhil Dhonge
<span title="">2015</span> <i title="Auricle Technologies, Pvt., Ltd."> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/xzi23k3yufelpolr4dcpkbpjke" style="color: black;">International Journal on Recent and Innovation Trends in Computing and Communication</a> </i> &nbsp;
In this paper, we proposed a re-positioning strategy that enhances the execution of semantic feature indexing and recovery, by re-assessing the scores of the shots by the homogeneity and the way of the  ...  It is frequently conceivable to enhance the recovery execution by re-positioning the examples.  ...  IMAGE RETRIEVAL AND RE-RANKING TECHNIQUES -A SURVEY (Mayuri D. Joshi, Revati M.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.17762/ijritcc2321-8169.150216">doi:10.17762/ijritcc2321-8169.150216</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/iupj5yebwjd7xbid3dafhzcx5u">fatcat:iupj5yebwjd7xbid3dafhzcx5u</a> </span>
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Optimization Simulation of Dance Technical Movements and Music Matching Based on Multifeature Fusion

Liusha Dong, Xin Ning
<span title="2022-06-08">2022</span> <i title="Hindawi Limited"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/3wwzxqpotbc73bzpemzybzg7ee" style="color: black;">Computational Intelligence and Neuroscience</a> </i> &nbsp;
The audio feature sequence is obtained by extracting audio features from the dancing video's accompanying music.  ...  In the feature engineering process, most present machine learning approaches suffer from information loss or insufficient extracted features despite the relevance of computer interface and multimedia technologies  ...  of objects in an image can be well described by the direction of gradients or edges, and the method generates descriptors by calculating the statistical information of local image gradient directions.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1155/2022/8679748">doi:10.1155/2022/8679748</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/35720906">pmid:35720906</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC9200528/">pmcid:PMC9200528</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/vfx3gbmrrbdf5pqvoswufrwycy">fatcat:vfx3gbmrrbdf5pqvoswufrwycy</a> </span>
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Music Thumbnailing Incorporating Harmony- and Rhythm Structure [chapter]

Björn Schuller, Florian Dibiasi, Florian Eyben, Gerhard Rigoll
<span title="">2010</span> <i title="Springer Berlin Heidelberg"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2w3awgokqne6te4nvlofavy5a4" style="color: black;">Lecture Notes in Computer Science</a> </i> &nbsp;
Harmonic similarities are determined by construction and analysis of a similarity matrix based on the normalized scalar product of the feature vectors.  ...  A variety of approaches exist to the automatic retrieval of the key part within a musical piece -its thumbnail.  ...  [Müller and Kurth, 2006 ] present an approach for enhancing similarity matrices by introducing a new set of features based on harmonic information.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-14758-6_7">doi:10.1007/978-3-642-14758-6_7</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/kfpobpvl3nazbbhm6abkpq7n4m">fatcat:kfpobpvl3nazbbhm6abkpq7n4m</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190309133045/http://pdfs.semanticscholar.org/fa1b/072b7b128fa63ba15719c093b426c469c868.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/fa/1b/fa1b072b7b128fa63ba15719c093b426c469c868.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-14758-6_7"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Enhancing Affective Representations of Music-Induced EEG through Multimodal Supervision and latent Domain Adaptation [article]

Kleanthis Avramidis, Christos Garoufis, Athanasia Zlatintsi, Petros Maragos
<span title="2022-02-20">2022</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
The experimental findings show the potential of enhancing neuronal data through stimulus information for recognition purposes and yield insights into the distribution and temporal variance of music-induced  ...  We utilize a bi-modal framework by combining an LSTM-based attention model to process EEG and a pre-trained model for music tagging, along with a reverse domain discriminator to align the distributions  ...  Another study [30] incorporated music to co-train a shared space with images using a contrastive loss.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2202.09750v1">arXiv:2202.09750v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ina3mr7vavgvheq7sgrve6pydy">fatcat:ina3mr7vavgvheq7sgrve6pydy</a> </span>
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Deep Audio-Visual Learning: A Survey [article]

Hao Zhu, Mandi Luo, Rui Wang, Aihua Zheng, Ran He
<span title="2020-01-14">2020</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
We divide the current audio-visual learning tasks into four different subfields: audio-visual separation and localization, audio-visual correspondence learning, audio-visual generation, and audio-visual  ...  The authors extracted features by feeding the music and images into two networks and learning the correlation between those features and finally generated images from the learned correlation.  ...  For audio-image Audio to Image Image to Audio Audio to Image Image to Audio Figure 4 : Demonstration of Audio-to-Image retrieval (a) and Image-to-Audio retrieval (b). retrieval as an example, the aim  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2001.04758v1">arXiv:2001.04758v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/p6ph5cujl5do3pzlpvcce35nvi">fatcat:p6ph5cujl5do3pzlpvcce35nvi</a> </span>
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Intelligent access to digital video: Informedia project

H.D. Wactlar, T. Kanade, M.A. Smith, S.M. Stevens
<span title="">1996</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/dsrvu6bllzai7oj3hktnc5yf4q" style="color: black;">Computer</a> </i> &nbsp;
Computer he Informedia Digital Video Library project' will establish a large, on-line digital video library featuring full-content and knowledge-based search and retrieval.  ...  Our approach applies several techniques for content-based searching and video-sequence retrieval. Content is conveyed in both the narrative (speech and language) and the image.  ...  Acknowledgments This material is based on work supported by the National Science Foundation, ARPA, and NASA under NSF Cooperative Agreement No. IRI-9411299. Michael A.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/2.493456">doi:10.1109/2.493456</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/wtwntkrnqbcirmkj6ornjrx6su">fatcat:wtwntkrnqbcirmkj6ornjrx6su</a> </span>
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Group Invariant Deep Representations for Image Instance Retrieval [article]

Olivier Morère, Antoine Veillard, Jie Lin, Julie Petta, Vijay Chandrasekhar, Tomaso Poggio
<span title="2016-01-13">2016</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Most image instance retrieval pipelines are based on comparison of vectors known as global image descriptors between a query image and the database images.  ...  descriptors for image instance retrieval.  ...  Abstract-Most image instance retrieval pipelines are based on comparison of vectors known as global image descriptors between a query image and the database images.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1601.02093v2">arXiv:1601.02093v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/x4k5sntopzg27mvw2sssy36ydm">fatcat:x4k5sntopzg27mvw2sssy36ydm</a> </span>
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Deep Audio-visual Learning: A Survey

Hao Zhu, Man-Di Luo, Rui Wang, Ai-Hua Zheng, Ran He
<span title="2021-04-15">2021</span> <i title="Springer Science and Business Media LLC"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/nvylz6fxhjaqtckvt4zfwob2qi" style="color: black;">International Journal of Automation and Computing</a> </i> &nbsp;
We divide the current audio-visual learning tasks into four different subfields: audio-visual separation and localization, audio-visual correspondence learning, audio-visual generation, and audio-visual  ...  Music-emotion retrieval is an interesting topic in audio-image retrieval task. Takashima et al.  ...  They proposed a model features by feeding the music and images into two networks and learning the correlation between those features, and finally generating images from the learned correlation.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s11633-021-1293-0">doi:10.1007/s11633-021-1293-0</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/an5lfyf4m5fh7mlngmdcbx7joy">fatcat:an5lfyf4m5fh7mlngmdcbx7joy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210718005137/https://link.springer.com/content/pdf/10.1007/s11633-021-1293-0.pdf?error=cookies_not_supported&amp;code=01ad2597-4a4a-4f44-8883-f4d02f1dff40" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/8d/07/8d07dd77e045515612de84de03e154a471b6f374.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s11633-021-1293-0"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> springer.com </button> </a>

Interactive Spatio-Temporal Visual Map Model for Web Video Retrieval

Huan-Bo Luan, Shou-Xun Lin, Sheng Tang, Shi-Yong Neo, Tat-Seng Chua
<span title="">2007</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/pmefrmqsezb5zd3w7pf5k7fmxu" style="color: black;">Multimedia and Expo, 2007 IEEE International Conference on</a> </i> &nbsp;
Current operational video retrieval systems do not make use of the implicit visual features but rely only on textual metadata supplied by the user during uploading.  ...  The massive amount of multimedia information especially video available on the web requires a more precise and interactive retrieval.  ...  The proposed STVM aims to enhance the retrieval by making use of spatio-temporal information of the video clip during the matching of visual features.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icme.2007.4284711">doi:10.1109/icme.2007.4284711</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/icmcs/LuanLTNC07.html">dblp:conf/icmcs/LuanLTNC07</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/2jzkjaua45gozotlluffkbysgu">fatcat:2jzkjaua45gozotlluffkbysgu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20080421180240/http://lms.comp.nus.edu.sg/papers/MyPapers/video/icme07-huanboOFF.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/04/dd/04dd4839b301023ddc020d31c041a9633fd92dbc.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icme.2007.4284711"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Visually searching the Web for content

J.R. Smith, Shih-Fu Chang
<span title="">1997</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2gcnyvxfqrbsnky2upsxenzfd4" style="color: black;">IEEE Multimedia</a> </i> &nbsp;
WebSeek provides a complete system that collects visual information from the Web by automated agents, then catalogs and indexes it for fast search and retrieval.  ...  It detects faces within the images and lets users search by the number of faces. Webseer does not classify the images into subject categories, nor does it handle content-based searching.  ...  Future work In future work, we will incorporate other visual dimensions such as texture, shape, and motion to enhance the system's content-based components.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/93.621578">doi:10.1109/93.621578</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/e4ry2k5vdvdtvesqrs6rvh4lty">fatcat:e4ry2k5vdvdtvesqrs6rvh4lty</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170809044324/http://www.ee.columbia.edu/ln/dvmm/publications/97/webseek-mm-mag.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/25/f8/25f862404925390572724bba9293e8f87825d03b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/93.621578"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Design of Neural Network Model for Cross-Media Audio and Video Score Recognition Based on Convolutional Neural Network Model

Hongxia Liu, Gengxin Sun
<span title="2022-06-13">2022</span> <i title="Hindawi Limited"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/3wwzxqpotbc73bzpemzybzg7ee" style="color: black;">Computational Intelligence and Neuroscience</a> </i> &nbsp;
to fuse the feature information of different levels in the same feature map to enhance the feature representation ability of the model.  ...  Aiming at the problem that the existing cross-modal retrieval methods based on common subspace are insufficient for mining local consistency within modalities, a cross-modal retrieval method fused with  ...  Acknowledgments is work was supported by Xinyang Normal University.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1155/2022/4626867">doi:10.1155/2022/4626867</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/xowneyawdjdxdg5maxydthilji">fatcat:xowneyawdjdxdg5maxydthilji</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220615080535/https://downloads.hindawi.com/journals/cin/2022/4626867.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/70/26/70269fefcb8a543a3492d690e210464cce64dc38.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1155/2022/4626867"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> hindawi.com </button> </a>
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