Výsledky vyhľadávania - "multimodal fusion"

Automatic fused multimodal deep learning for plant identification

Autori: Lapkovskis, Alfreds Nefedova, Natalia Beikmohammadi, Ali

Zdroj: Frontiers in Plant Science. 16:1-17

Predmety: plant identification, plant phenotyping, multimodal learning, fusion automation, multimodal fusion, architecture search, neural architecture search, multimodal dataset, data- och systemvetenskap, Computer and Systems Sciences

Popis súboru: electronic

Prístupová URL adresa: https://urn.kb.se/resolve?urn=urn:nbn:se:su:diva-245340
https://doi.org/10.3389/fpls.2025.1616020

Transformer-based audio-visual multimodal fusion for fine-grained recognition of individual sow nursing behaviour

Autori: Yuqing Yang Chengguo Xu Wenhao Hou a ďalší

Zdroj: Artificial Intelligence in Agriculture, Vol 15, Iss 3, Pp 363-376 (2025)

Predmety: Multimodal fusion, Sound source localisation, Sow, Agriculture, Bottleneck-based transformer, Calling-to-nurse sound

Prístupová URL adresa: https://doaj.org/article/4f518a58f89b41959a3370071192e66d

Interpreting Stress Detection Models Using SHAP and Attention for MuSe-Stress 2022

Autori: Ho-Min Park Ganghyun Kim Jinsung Oh a ďalší

Zdroj: IEEE TRANSACTIONS ON AFFECTIVE COMPUTING

Predmety: Sciences informatiques, visual features, Technology and Engineering, linguistic features, multimodal fusion, Bidirectional control, Multi-modal fusion, Ingénierie, informatique & technologie, Predictive models, Sentiment analysis, Machine learning, Emotion (stress) detection, Multimodal sentiment analysis, Attention, Interpretability, shapley additive explanations (SHAP), EEG, Visual features, Stress detection, Visual feature, emotion (stress) detection, Multimodal fusion, Biological system modeling, Affective computing, Computational modeling, Shapley, Computer science, Linguistic features, Long short term memory, attention, Engineering, computing & technology, Human-Computer Interaction, Multimodal sentiment analyze, Acoustic features, Shapley additive explanation, Multi-modal, multimodal sentiment analysis, Encoding, Feature extraction, interpretability, Shapley Additive exPlanations (SHAP), Software, Anxiety disorders

Popis súboru: application/pdf

Prístupová URL adresa: http://hdl.handle.net/1854/LU-01JYP6512Q8HV695D76088MWPV
https://biblio.ugent.be/publication/01JYP6512Q8HV695D76088MWPV
https://biblio.ugent.be/publication/01JYP6512Q8HV695D76088MWPV/file/01JYP65QP3CRG2QRC77R60Z7N7
http://doi.org/10.1109/TAFFC.2024.3488112

Multi-Stage Multimodal Distillation for Audio-Visual Speaker Tracking

Autori: Li, Yidi Zhao, Wenkai Wang, Zeyu a ďalší

Zdroj: ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). :1-5

Predmety: Knowledge Distillation, Multi-Stage Distillation, Multimodal Fusion, Speaker Tracking

Popis súboru: application/pdf

Prístupová URL adresa: https://ieeexplore.ieee.org/document/10888838
https://doi.org/10.1109/ICASSP49660.2025.10888838
https://hdl.handle.net/11572/453810

Reaction-Time-Based Driver Sleepiness Estimation via Robust Polynomial Regression for ADAS

Autori: Oliveira, Caio F. dos S. Yoshioka, Leopoldo Rideki Lourenço, André a ďalší

Zdroj: 2025 16th IEEE International Conference on Industry Applications INDUSCON 2025. :1-8

Predmety: Driver Drowsiness, Detection Response Task (DRT), Karolinska Sleepiness Scale (KSS), Robust Regression, Ridge Regularization, Outlier Removal, ADAS, Sleepiness Detection, Embedded Systems, Multimodal Fusion

Popis súboru: electronic

Prístupová URL adresa: https://urn.kb.se/resolve?urn=urn:nbn:se:vti:diva-22324
https://vti.diva-portal.org/smash/get/diva2:2018043/FULLTEXT01.pdf

SMAB: Simple Multimodal Attention for Effective BEV Fusion

Autori: Mustajbasic, Amer Chen, Shuangshuang Stenborg, Erik a ďalší

Zdroj: Djupt multimodalt lärande för fordonstillämpningar 36th IEEE Intelligent Vehicles Symposium, IV 2025, Cluj - Napoca, Romania IEEE Intelligent Vehicles Symposium, Proceedings. :1766-1772

Predmety: lightweight sensor fusion architecture, radar, multimodal fusion, camera, sparse signal fusion, multimodal BEV fusion, sensor fusion, multimodal attention BEV, Multimodal learning, lidar, deep learning, BEV feature aggregation, BEV

Popis súboru: electronic

Prístupová URL adresa: https://research.chalmers.se/publication/548078
https://research.chalmers.se/publication/546739
https://research.chalmers.se/publication/548078/file/548078_Fulltext.pdf

TGFN-SD: A text-guided multimodal fusion network for swine disease diagnosis

Autori: Gan Yang Qifeng Li Chunjiang Zhao a ďalší

Zdroj: Artificial Intelligence in Agriculture, Vol 15, Iss 2, Pp 266-279 (2025)

Predmety: Self-supervised learning, Swine disease, Multimodal fusion, Electronic health records, Agriculture, Computer-aided diagnosis

Prístupová URL adresa: https://doaj.org/article/67c684f24f3e4bacb5b20dca7913398d

Edge-optimized multimodal cross-fusion architecture for efficient crop disease detection

Autori: Thomas Kinyanjui Njoroge Kelvin Mugoye Shindu Rachael Kibuku

Zdroj: International Journal of Science, Technology, Engineering and Mathematics, Vol 5, Iss 2, Pp 1-37 (2025)

Predmety: multimodal fusion model, edge computing, QA1-939, efficientnetv2, crop disease detection, mobilenetv2, transfer learning, Mathematics

Prístupová URL adresa: https://doaj.org/article/dd35fd6facf94616b4e37fd6961f9885

Multimodal attention fusion deep self-reconstruction presentation model for Alzheimer’s disease diagnosis and biomarker identification

Autori: Shan Huang Yixin Liu Jingyu Zhang a ďalší

Zdroj: Artificial Cells, Nanomedicine, and Biotechnology, Vol 53, Iss 1, Pp 231-243 (2025)

Predmety: multimodal fusion, deep learning, Neuroimaging, neuroimaging genetics, Deep Learning, Alzheimer Disease, Medical technology, Image Processing, Computer-Assisted, Humans, R855-855.5, Alzheimer's disease, TP248.13-248.65, Biomarkers, Biotechnology

Prístupová URL adresa: https://pubmed.ncbi.nlm.nih.gov/40411137
https://doaj.org/article/b76dc85131264ea399a2294dcbae8d52

Modality-Aware Discriminative Fusion Network for Integrated Analysis of Brain Imaging Genomics

Autori: Xiaoqi Sheng Hongmin Cai Yongwei Nie a ďalší

Zdroj: IEEE Transactions on Neural Networks and Learning Systems. 36:8577-8591

Predmety: Male, Artificial Intelligence and Robotics, multimodal fusion, OS and Networks, Brain, Neuroimaging, Genomics, Polymorphism, Single Nucleotide, Magnetic Resonance Imaging, Deep Learning, Alzheimer Disease, mild cognitive impairment (MCI), Humans, Imaging Genomics, Cognitive Dysfunction, Brain imaging genomics, Neural Networks, Computer, Algorithms, early diagnosis, Aged

Prístupová URL adresa: https://pubmed.ncbi.nlm.nih.gov/39178069

Vote-based multimodal fusion for hand-held object pose estimation

Autori: Dinh-Cuong Hoang Phan Xuan Tan Anh-Nhat Nguyen a ďalší

Zdroj: Alexandria Engineering Journal, Vol 120, Iss, Pp 237-249 (2025)

Predmety: Multimodal fusion, Object recognition, TA1-2040, Engineering (General). Civil engineering (General), Object pose estimation

Prístupová URL adresa: https://doaj.org/article/ec0c728a865d4834ac8c81a0544ed6a9

Reference-Guided Parallel Independent Component Analysis: Estimating Cognition Associated Multimodal Patterns In Schizophrenia

Autori: Hu, Jingxian Liang, Chuang Adali, Tulay a ďalší

Zdroj: ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). :1-5

Predmety: Optimization, Brain modeling, cognition, multimodal fusion, Independent component analysis, supervised learning, Correlation, schizophrenia, Cognition, Schizophrenia, Couplings, Feature extraction, Analytical models, UMBC Ebiquity Research Group, ICA, Data mining

Context Aware Multimodal Fusion YOLOv5 Framework for Pedestrian Detection under IoT Environment

Autori: Shu, Y. Wang, Y. Zhang, M. a ďalší

Zdroj: Radioengineering, Vol 34, Iss 1, Pp 118-131 (2025)

Predmety: iot, IoT, yolov5, YOLOv5, multimodal fusion, pedestrian detection, deep learning, Electrical engineering. Electronics. Nuclear engineering, Pedestrian detection, TK1-9971

Popis súboru: text; application/pdf

Prístupová URL adresa: https://doaj.org/article/fdcf6b52301845b58ce19d1195aaea8c
https://hdl.handle.net/11012/250866

Intelligent visual question answering in TCM education: An innovative application of IoT and multimodal fusion

Autori: Wei Bi Qingzhen Xiong Xingyi Chen a ďalší

Zdroj: Alexandria Engineering Journal, Vol 118, Iss, Pp 325-336 (2025)

Predmety: Multimodal fusion, TCM education, Deep learning, TA1-2040, Engineering (General). Civil engineering (General), Visual question answering (VQA), VisualBERT, Internet of Things (IoT)

Prístupová URL adresa: https://doaj.org/article/1cb09f28430241c2b3df11a4a062bb6f

Multimodal fusion of UAV-based computer vision and plant water content dynamics for high-throughput soybean maturity classification

Autori: Yaxin Li Tingting Li Yanqiang Zhao a ďalší

Zdroj: Crop and Environment, Vol 4, Iss 4, Pp 241-255 (2025)

Predmety: High-throughput phenotyping, Maturity classification, Multimodal fusion, Plant water content, Soybean, UAV, Agriculture (General), S1-972, Agricultural industries, HD9000-9495

Popis súboru: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2773126X25000280; https://doaj.org/toc/2773-126X

Prístupová URL adresa: https://doaj.org/article/4edad784658145a8810ee234843c58ef

Research Progress and Clinical Translation of Photoacoustic–ultrasound Fusion Imaging in Breast Cancer Diagnosis and Therapy

Autori: Zhang Xiaoqian, Zhang Jingwen, Dong Yijie, Zhou Jianqiao

Zdroj: Advanced Ultrasound in Diagnosis and Therapy, Vol 9, Iss 4, Pp 467-482 (2025)

Predmety: photoacoustic imaging, ultrasound, breast cancer, multimodal fusion, radiomics, artificial intelligence, diagnostic specificity, axillary lymph node metastasis, clinical translation, Medical technology, R855-855.5, Medicine

Popis súboru: electronic resource

Relation: https://www.journaladvancedultrasound.com/fileup/2576-2516/PDF/1762476936224-1297948705.pdf; https://doaj.org/toc/2576-2516

Prístupová URL adresa: https://doaj.org/article/5c912afe7103430fa731d88807e3cea8

Intelligent monitoring system for quality of life of colostomy patients based on deep learning and AR

Autori: Shengqin Wang Yuqing Zhang Fangfang Xu a ďalší

Zdroj: Scientific Reports, Vol 15, Iss 1, Pp 1-20 (2025)

Predmety: Deep learning, Augmented reality, Colostomy, Multimodal fusion, Federated learning, Medicine, Science

Popis súboru: electronic resource

Relation: https://doaj.org/toc/2045-2322

Prístupová URL adresa: https://doaj.org/article/b7d8092ab8b2464c9c651798a5988be2

SCBM-Net: a multimodal feature fusion-based dual-channel method for bearing fault diagnosis

Autori: Qiang Liu Weiyan Tong Hongwei Bai a ďalší

Zdroj: Scientific Reports, Vol 15, Iss 1, Pp 1-31 (2025)

Predmety: Bearing fault diagnosis, Parallel dual-channel model, Swin transformer, Multimodal fusion, Complex operating conditions, Medicine, Science

Popis súboru: electronic resource

Relation: https://doaj.org/toc/2045-2322

Prístupová URL adresa: https://doaj.org/article/6540cb91f4024891a559fb2b7315020a

Intelligent deep learning model for recommending ideological and political music education resources

Autori: Lifang Zhang

Zdroj: Scientific Reports, Vol 15, Iss 1, Pp 1-14 (2025)

Predmety: Red music, Ideological and political education, Intelligent recommendation, Deep learning, Multimodal fusion, Medicine, Science

Popis súboru: electronic resource

Relation: https://doaj.org/toc/2045-2322

Prístupová URL adresa: https://doaj.org/article/911077715b1d4a709f1cc5cf1a1c8e88

Multimodal fusion for athlete state prediction leveraging XLNet and deep generative models

Autori: Yafeng Feng Yong Sun Chengfang Hang

Zdroj: Alexandria Engineering Journal, Vol 129, Iss , Pp 925-936 (2025)

Predmety: Quadrupole exciton, Multimodal fusion, Psychological state, Physiological state, Athlete monitoring, Emotional classification, Engineering (General). Civil engineering (General), TA1-2040

Popis súboru: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S1110016825008440; https://doaj.org/toc/1110-0168

Prístupová URL adresa: https://doaj.org/article/a64bd52a623f431a93f395d7a6ea26bb