多模态信息融合 - arXivDaily 专题

2105.07878 2021-05-19 cs.AI cs.CV 57%

A Review on Explainability in Multimodal Deep Neural Nets

Gargi Joshi, Rahee Walambe, Ketan Kotecha

专题命中融合架构与评测：multimodal fusion(abstract)；分类 cs.CV

Comments 24 pages 6 figures

Journal ref in IEEE Access, vol. 9, pp. 59800-59821, 2021

2105.01839 2021-05-06 cs.CV 57%

Encoder Fusion Network with Co-Attention Embedding for Referring Image Segmentation

Guang Feng, Zhiwei Hu, Lihe Zhang, Huchuan Lu

专题命中融合架构与评测：multi-modal fusion(abstract)；分类 cs.CV

2104.12961 2021-04-28 cs.CV 57%

Unsupervised Multi-Source Domain Adaptation for Person Re-Identification

Zechen Bai, Zhigang Wang, Jian Wang, Di Hu, Errui Ding

专题命中融合架构与评测：information fusion(abstract)；分类 cs.CV

Comments CVPR 2021 Oral

2010.13701 2021-04-19 cs.CV cs.MA 57%

Distributed Multi-Target Tracking in Camera Networks

Sara Casao, Abel Naya, Ana C. Murillo, Eduardo Montijano

专题命中融合架构与评测：information fusion(abstract)；分类 cs.CV

2103.06546 2021-03-12 cs.CV cs.AI cs.LG 57%

Integrated Age Estimation Mechanism

Fan Li, Yongming Li, Pin Wang, Jie Xiao, Fang Yan, Xinke Li

专题命中融合架构与评测：decision-level fusion(abstract)；分类 cs.CV

2103.05940 2021-03-11 cs.CV 57%

TransMed: Transformers Advance Multi-modal Medical Image Classification

Yin Dai, Yifan Gao

专题命中融合架构与评测：multi-modal fusion(abstract)；分类 cs.CV

Comments 8 pages, 4 figures

2103.04863 2021-03-09 cs.CV cs.AI 57%

From Hand-Perspective Visual Information to Grasp Type Probabilities: Deep Learning via Ranking Labels

Mo Han, Sezen Ya{ğ}mur Günay, İlkay Yıldız, Paolo Bonato, Cagdas D. Onal, Taşkın Padır, Gunar Schirner, Deniz Erdo{ğ}muş

专题命中融合架构与评测：information fusion(abstract)；分类 cs.CV

2102.05275 2021-02-11 cs.CV 57%

A Generic Object Re-identification System for Short Videos

Tairu Qiu, Guanxian Chen, Zhongang Qi, Bin Li, Ying Shan, Xiangyang Xue

专题命中融合架构与评测：information fusion(abstract)；分类 cs.CV

Comments 9 pages, 8 figures

2102.00097 2021-02-02 cs.CV 57%

Belief function-based semi-supervised learning for brain tumor segmentation

Ling Huang, Su Ruan, Thierry Denoeux

专题命中融合架构与评测：information fusion(abstract)；分类 cs.CV

Comments 5 pages, 4 figures, ISBI2021 conference

2012.10285 2020-12-21 cs.CV cs.CL 57%

Trying Bilinear Pooling in Video-QA

Thomas Winterbottom, Sarah Xiao, Alistair McLean, Noura Al Moubayed

专题命中融合架构与评测：multimodal fusion(abstract)；分类 cs.CV

Comments 16 Pages, 8 Figures, 4 Tables, +Supp Mats

2012.02534 2020-12-07 cs.CV 57%

F2Net: Learning to Focus on the Foreground for Unsupervised Video Object Segmentation

Daizong Liu, Dongdong Yu, Changhu Wang, Pan Zhou

专题命中融合架构与评测：information fusion(abstract)；分类 cs.CV

Comments Accepted by AAAI2021

2004.08237 2020-11-10 eess.IV cs.LG stat.ML 57%

CAggNet: Crossing Aggregation Network for Medical Image Segmentation

Xu Cao, Yanghao Lin

专题命中融合架构与评测：information fusion(abstract)；分类 eess.IV

Comments Accepted by ICPR 2020

2008.13369 2020-10-27 cs.CV cs.HC cs.LG 57%

Introducing Representations of Facial Affect in Automated Multimodal Deception Detection

Leena Mathur, Maja J Matarić

专题命中融合架构与评测：multimodal fusion(abstract)；分类 cs.CV

Comments 10 pages, Accepted at ACM International Conference on Multimodal Interaction (ICMI), October 2020

Journal ref Proceedings of the 2020 International Conference on Multimodal Interaction (ICMI)

2010.11685 2020-10-23 cs.CV cs.AI 57%

DocStruct: A Multimodal Method to Extract Hierarchy Structure in Document for General Form Understanding

Zilong Wang, Mingjie Zhan, Xuebo Liu, Ding Liang

专题命中融合架构与评测：hybrid fusion(abstract)；分类 cs.CV

Comments Accepted to EMNLP 2020 Findings

2008.00821 2020-10-20 cs.CV cs.LG 57%

Experimental results on palmvein-based personal recognition by multi-snapshot fusion of textural features

Mohanad Abukmeil, Gian Luca Marcialis

专题命中融合架构与评测：feature-level fusion(abstract)；分类 cs.CV

Comments 22 pages, 5 figures

2010.07037 2020-10-15 eess.SP cs.SY eess.SY physics.ao-ph 57%

Soil moisture map construction using microwave remote sensors and sequential data assimilation

Bernard T. Agyeman, Song Bo, Soumya R. Sahoo, Xunyuan Yin, Jinfeng Liu, Sirish L. Shah

专题命中融合架构与评测：information fusion(abstract)；分类 eess.SP

2010.02582 2020-10-07 cs.CV cs.CL 57%

Finding the Evidence: Localization-aware Answer Prediction for Text Visual Question Answering

Wei Han, Hantao Huang, Tao Han

专题命中融合架构与评测：multimodal fusion(abstract)；分类 cs.CV

Comments Accepted in COLING2020

1808.08210 2020-09-29 cs.CV 57%

Automatic Foreground Extraction from Imperfect Backgrounds using Multi-Agent Consensus Equilibrium

Xiran Wang, Jason Juang, Stanley H. Chan

专题命中融合架构与评测：information fusion(abstract)；分类 cs.CV

1912.08937 2020-09-04 cs.CV q-bio.GN q-bio.TO 57%

Pathomic Fusion: An Integrated Framework for Fusing Histopathology and Genomic Features for Cancer Diagnosis and Prognosis

Richard J. Chen, Ming Y. Lu, Jingwen Wang, Drew F. K. Williamson, Scott J. Rodig, Neal I. Lindeman, Faisal Mahmood

专题命中融合架构与评测：multimodal fusion(abstract)；分类 cs.CV

Comments Code and trained models are made available at: https://github.com/mahmoodlab/PathomicFusion

2009.00784 2020-09-03 cs.CV 57%

CLOCs: Camera-LiDAR Object Candidates Fusion for 3D Object Detection

Su Pang, Daniel Morris, Hayder Radha

专题命中融合架构与评测：multi-modal fusion(abstract)；分类 cs.CV

2006.10520 2020-06-20 cs.LG cs.CV stat.ML 57%

Multi-view Low-rank Preserving Embedding: A Novel Method for Multi-view Representation

Xiangzhu Meng, Lin Feng, Huibing Wang

专题命中融合架构与评测：information fusion(abstract)；分类 cs.CV

1903.08858 2020-04-27 cs.LG cs.CV q-bio.NC stat.ML 57%

Classification of EEG-Based Brain Connectivity Networks in Schizophrenia Using a Multi-Domain Connectome Convolutional Neural Network

Chun-Ren Phang, Chee-Ming Ting, Fuad Noman, Hernando Ombao

专题命中融合架构与评测：decision-level fusion(abstract)；分类 cs.CV

Comments 15 pages, 9 figures

2004.04917 2020-04-13 cs.LG cs.AI cs.CL cs.CV 57%

Multimodal Categorization of Crisis Events in Social Media

Mahdi Abavisani, Liwei Wu, Shengli Hu, Joel Tetreault, Alejandro Jaimes

专题命中融合架构与评测：multimodal fusion(abstract)；分类 cs.CV

Comments Conference on Computer Vision and Pattern Recognition (CVPR 2020)

Journal ref Conference on Computer Vision and Pattern Recognition (CVPR 2020)

2004.00787 2020-04-03 eess.IV cs.SY eess.SY 57%

Radial Coverage Strength for Optimization of Multi-Camera Deployment

Zike Lei, Xi Chen, Xiang Chen, Li Chai

专题命中融合架构与评测：information fusion(abstract)；分类 eess.IV

Comments 11 pages, 14 figures

2003.14329 2020-04-01 cs.NI cs.IT eess.SP math.IT 57%

Software-Defined Radio Implementation of Age-of-Information-Oriented Random Access

Zixiao Han, Jiaxin Liang, Yifan Gu, He Chen

专题命中融合架构与评测：information fusion(abstract)；分类 eess.SP

2003.05136 2020-03-12 cs.CV 57%

CASIA-SURF CeFA: A Benchmark for Multi-modal Cross-ethnicity Face Anti-spoofing

Ajian Li, Zichang Tan, Xuan Li, Jun Wan, Sergio Escalera, Guodong Guo, Stan Z. Li

专题命中融合架构与评测：multi-modal fusion(abstract)；分类 cs.CV

Comments 17 pages, 4 figures. arXiv admin note: substantial text overlap with arXiv:1912.02340

2003.02632 2020-03-06 eess.SP 57%

STAR: Spatio-Temporal Prediction of Air Quality Using A Multimodal Approach

Tien-Cuong Bui, Joonyoung Kim, Taewoo Kang, Donghyeon Lee, Junyoung Choi, Insoon Yang, Kyomin Jung, Sang Kyun Cha

专题命中融合架构与评测：multimodal fusion(abstract)；分类 eess.SP

Comments 18 pages, 9 figures, Intelligent System Conference (Intellisys 2020 - Accepted)

2001.06807 2020-01-22 cs.CV 57%

Zero-Shot Video Object Segmentation via Attentive Graph Neural Networks

Wenguan Wang, Xiankai Lu, Jianbing Shen, David Crandall, Ling Shao

专题命中融合架构与评测：information fusion(abstract)；分类 cs.CV

Comments ICCV2019(Oral). Website: https://github.com/carrierlxk/AGNN

Journal ref ICCV2019(Oral)

1912.12888 2020-01-10 cs.CV 57%

Real-time Segmentation and Facial Skin Tones Grading

Ling Luo, Dingyu Xue, Xinglong Feng, Yichun Yu, Peng Wang

专题命中融合架构与评测：information fusion(abstract)；分类 cs.CV

Comments 13 pages, 4 figures

1911.00381 2019-11-04 cs.CV 57%

Multimodal Video-based Apparent Personality Recognition Using Long Short-Term Memory and Convolutional Neural Networks

Süleyman Aslan, Uğur Güdükbay

专题命中融合架构与评测：feature-level fusion(abstract)；分类 cs.CV

1. 融合架构与评测 1409 篇

A Review on Explainability in Multimodal Deep Neural Nets

Encoder Fusion Network with Co-Attention Embedding for Referring Image Segmentation

Unsupervised Multi-Source Domain Adaptation for Person Re-Identification

Distributed Multi-Target Tracking in Camera Networks

Integrated Age Estimation Mechanism

TransMed: Transformers Advance Multi-modal Medical Image Classification

From Hand-Perspective Visual Information to Grasp Type Probabilities: Deep Learning via Ranking Labels

A Generic Object Re-identification System for Short Videos

Belief function-based semi-supervised learning for brain tumor segmentation

Trying Bilinear Pooling in Video-QA

F2Net: Learning to Focus on the Foreground for Unsupervised Video Object Segmentation

CAggNet: Crossing Aggregation Network for Medical Image Segmentation

Introducing Representations of Facial Affect in Automated Multimodal Deception Detection

DocStruct: A Multimodal Method to Extract Hierarchy Structure in Document for General Form Understanding

Experimental results on palmvein-based personal recognition by multi-snapshot fusion of textural features

Soil moisture map construction using microwave remote sensors and sequential data assimilation

Finding the Evidence: Localization-aware Answer Prediction for Text Visual Question Answering

Automatic Foreground Extraction from Imperfect Backgrounds using Multi-Agent Consensus Equilibrium

Pathomic Fusion: An Integrated Framework for Fusing Histopathology and Genomic Features for Cancer Diagnosis and Prognosis

CLOCs: Camera-LiDAR Object Candidates Fusion for 3D Object Detection

Multi-view Low-rank Preserving Embedding: A Novel Method for Multi-view Representation

Classification of EEG-Based Brain Connectivity Networks in Schizophrenia Using a Multi-Domain Connectome Convolutional Neural Network

Multimodal Categorization of Crisis Events in Social Media

Radial Coverage Strength for Optimization of Multi-Camera Deployment

Software-Defined Radio Implementation of Age-of-Information-Oriented Random Access

CASIA-SURF CeFA: A Benchmark for Multi-modal Cross-ethnicity Face Anti-spoofing

STAR: Spatio-Temporal Prediction of Air Quality Using A Multimodal Approach

Zero-Shot Video Object Segmentation via Attentive Graph Neural Networks

Real-time Segmentation and Facial Skin Tones Grading

Multimodal Video-based Apparent Personality Recognition Using Long Short-Term Memory and Convolutional Neural Networks