Hierarchical bidirectional aggregation with prior guided transformer for few-shot segmentation Qiuyu KongJie JiangQi Wang Regular Paper 29 July 2023 Article: 17
Deep adversarial multi-label cross-modal hashing algorithm Xiaohan YangZhen WangNannan Wu Regular Paper 29 July 2023 Article: 16
Cluster-guided temporal modeling for action recognition Jeong-Hun KimFei HaoAziz Nasridinov Regular Paper 19 July 2023 Article: 15
Few-shot and meta-learning methods for image understanding: a survey Kai HeNan PuMichael S. Lew Trends and Surveys Open access 29 June 2023 Article: 14
Emotion-aware music tower blocks (EmoMTB ): an intelligent audiovisual interface for music discovery and recommendation Alessandro B. MelchiorreDavid PenzMarkus Schedl Regular Paper Open access 02 June 2023 Article: 13
Optical music recognition for homophonic scores with neural networks and synthetic music generation MarĂa Alfaro-ContrerasJosĂ© M. IñestaJorge Calvo-Zaragoza Regular Paper Open access 26 May 2023 Article: 12
MemeTector: enforcing deep focus for meme detection Christos KoutlisManos SchinasSymeon Papadopoulos Regular Paper Open access 13 May 2023 Article: 11
Maximizing mutual information inside intra- and inter-modality for audio-visual event retrieval Ruochen LiNannan LiWenmin Wang Short Paper 04 May 2023 Article: 10
Multiple feedback based adversarial collaborative filtering with aesthetics Zhefu WuYuhang MaXiang Li Regular Paper 29 April 2023 Article: 9
A deep image retrieval network using Max-m-Min pooling and morphological feature generating residual blocks Farzad SabahiM. Omair AhmadM.N.S. Swamy Regular Paper 26 April 2023 Article: 8
Study of Alzheimer’s disease brain impairment and methods for its early diagnosis: a comprehensive survey Shruti PallawiDushyant Kumar Singh Trends & surveys, 17 March 2023 Article: 7
Video anomaly detection with memory-guided multilevel embedding Liuping ZhouJing Yang Regular Paper 15 March 2023 Article: 6
Nested-Net: a deep nested network for background subtraction Fatma GouiziAhmed Chaouki Megherbi Regular Paper 07 March 2023 Article: 5
LG-MLFormer: local and global MLP for image captioning Zetao JiangXiuxian WangBo Cheng Regular Paper 23 February 2023 Article: 4
Deep learning for video-text retrieval: a review Cunjuan ZhuQi JiaYu Liu Trends & surveys 23 February 2023 Article: 3
CLIP-based fusion-modal reconstructing hashing for large-scale unsupervised cross-modal retrieval Li MingyongLi YewenMa Longfei Regular Paper 22 February 2023 Article: 2
End-to-end residual learning-based deep neural network model deployment for human activity recognition Alok NegiKrishan Kumar Regular Paper 19 February 2023 Article: 1
Special issue on cross-modal retrieval and analysis Jianlong WuRichang HongQi Tian Editorial 03 December 2022 Pages: 523 - 524
Multi-aware coreference relation network for visual dialog Zefan ZhangTianling JiangYi Ji Regular paper 29 November 2022 Pages: 567 - 576
TCKGE: Transformers with contrastive learning for knowledge graph embedding Xiaowei ZhangQuan FangChangsheng Xu Regular Paper 27 November 2022 Pages: 589 - 597
Human pose estimation using deep learning: review, methodologies, progress and future research directions Pranjal KumarSiddhartha ChauhanLalit Kumar Awasthi Trends and Surveys 19 November 2022 Pages: 489 - 521
Who is gambling? Finding cryptocurrency gamblers using multi-modal retrieval methods Zhengjie HuangZhenguang LiuMeng Wang Regular Paper 15 November 2022 Pages: 539 - 551
FDAM: full-dimension attention module for deep convolutional neural networks Silin CaiChangping WangJianping Fan REGULAR PAPER 08 November 2022 Pages: 599 - 610
Video deblurring and flow-guided feature aggregation for obstacle detection in agricultural videos Keyang ChengXuesen ZhuYunshen Pei Regular Paper 18 October 2022 Pages: 577 - 588
Your heart rate betrays you: multimodal learning with spatio-temporal fusion networks for micro-expression recognition Ren ZhangNing HeKe Lu REGULAR PAPER 09 October 2022 Pages: 553 - 566
Multimodal Quasi-AutoRegression: forecasting the visual popularity of new fashion products Stefanos-Iordanis PapadopoulosChristos KoutlisIoannis Kompatsiaris Regular Paper Open access 08 October 2022 Pages: 717 - 729
Tri-RAT: optimizing the attention scores for image captioning You YangYongzhi AnLongyue Pan Regular Paper 06 October 2022 Pages: 705 - 715
Visual and semantic ensemble for scene text recognition with gated dual mutual attention Zhiguang LiuLiangwei WangJian Qiao Regular Paper 06 October 2022 Pages: 669 - 680
Prototype local–global alignment network for image–text retrieval Lingtao MengFeifei ZhangChangsheng Xu Regular Paper 06 October 2022 Pages: 525 - 538
A novel method for video shot boundary detection using CNN-LSTM approach Abdelhalim BenoughideneFaiza Titouna Regular Paper 03 October 2022 Pages: 653 - 667
Gender classification from face images using central difference convolutional networks Mohammadreza Sheikh FathollahiRezvan Heidari Regular Paper 22 September 2022 Pages: 695 - 703
MHA-WoML: Multi-head attention and Wasserstein-OT for few-shot learning Junyan YangJie JiangYanming Guo Regular Paper 21 September 2022 Pages: 681 - 694
Generative adversarial networks for 2D-based CNN pose-invariant face recognition M. KasY. El-merabetR. Messoussi Regular Paper 15 September 2022 Pages: 639 - 651
FCT: fusing CNN and transformer for scene classification Yuxiang XieJie YanXidao Luan Regular Paper 15 September 2022 Pages: 611 - 618
Semantic-aware visual scene representation Mohammad Javad ParsehMohammad RahmanimaneshZohreh Azimifar Regular Paper 30 August 2022 Pages: 619 - 638
Similar interior coordination image retrieval with multi-view features Ren TogoYuki HonmaMiki Haseyama Regular Paper 26 August 2022 Pages: 731 - 740
Contrastive self-supervised learning: review, progress, challenges and future research directions Pranjal KumarPiyush RawatSiddhartha Chauhan Trends and Surveys 05 August 2022 Pages: 461 - 488
A literature review and perspectives in deepfakes: generation, detection, and applications Deepak DagarDinesh Kumar Vishwakarma Trends and Surveys 23 July 2022 Pages: 219 - 289
Cross-domain image retrieval: methods and applications Xiaoping ZhouXiangyu HanXun Liang Trends and Surveys 23 July 2022 Pages: 199 - 218
Organ segmentation from computed tomography images using the 3D convolutional neural network: a systematic review Ademola E. IlesanmiTaiwo IlesanmiJayaram K. Udupa Trends and Surveys 16 July 2022 Pages: 315 - 331
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 VarshneyDinesh Kumar Vishwakarma Regular Paper 11 July 2022 Pages: 445 - 459
Generative adversarial networks and its applications in the biomedical image segmentation: a comprehensive survey Ahmed IqbalMuhammad SharifShabib Aftab Trends and Surveys 08 July 2022 Pages: 333 - 368
Text detection, recognition, and script identification in natural scene images: a Review Veronica NaosekpamNilkanta Sahu Trends and Surveys 05 July 2022 Pages: 291 - 314
How can users’ comments posted on social media videos be a source of effective tags? Mehdi Ellouze Regular Paper 23 May 2022 Pages: 431 - 443
InceptionDepth-wiseYOLOv2: improved implementation of YOLO framework for pedestrian detection Sweta PanigrahiU. S. N. Raju Regular Paper 11 May 2022 Pages: 409 - 430
Semantic-enhanced discriminative embedding learning for cross-modal retrieval Hao PanJun Huang Regular Paper 11 May 2022 Pages: 369 - 382
RGBD deep multi-scale network for background subtraction Ihssane HouhouAthmane ZitouniAbdelmalik Taleb-Ahmed Regular Paper 10 May 2022 Pages: 395 - 407
Music emotion recognition based on segment-level two-stage learning Na HeSam Ferguson Regular Paper Open access 25 April 2022 Pages: 383 - 394
DC-GNN: drop channel graph neural network for object classification and part segmentation in the point cloud Md MerazMd Afzal AnsariPavan Chakraborty Regular Paper 21 April 2022 Pages: 123 - 133
Multi-sensor human activity recognition using CNN and GRU Ohoud NafeaWadood AbdulGhulam Muhammad Regular Paper 19 April 2022 Pages: 135 - 147