多模态信息融合 - arXivDaily 专题

2205.13821 2022-05-30 cs.RO cs.CV 62%

A Look at Improving Robustness in Visual-inertial SLAM by Moment Matching

Arno Solin, Rui Li, Andrea Pilzer

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

Comments 8 pages, to appear in Proceedings of FUSION 2022

2203.09510 2022-03-18 cs.CV cs.AI cs.LG cs.RO 62%

DetMatch: Two Teachers are Better Than One for Joint 2D and 3D Semi-Supervised Object Detection

Jinhyung Park, Chenfeng Xu, Yiyang Zhou, Masayoshi Tomizuka, Wei Zhan

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

Comments https://github.com/Divadi/DetMatch

2201.01427 2022-03-16 cs.CV eess.IV 62%

Attention-based Dual Supervised Decoder for RGBD Semantic Segmentation

Yang Zhang, Yang Yang, Chenyun Xiong, Guodong Sun, Yanwen Guo

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

Comments 12 pages, 6 figures

2201.03795 2022-01-26 eess.IV cs.CV 62%

COROLLA: An Efficient Multi-Modality Fusion Framework with Supervised Contrastive Learning for Glaucoma Grading

Zhiyuan Cai, Li Lin, Huaqing He, Xiaoying Tang

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

Comments 5 pages, To be published in ISBI 2022

2201.00169 2022-01-04 eess.IV cs.CV 62%

Dynamic Scene Video Deblurring using Non-Local Attention

Maitreya Suin, A. N. Rajagopalan

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

2012.04983 2021-11-24 cs.LG cs.AI cs.CV cs.RO 62%

Driving Behavior Explanation with Multi-level Fusion

Hédi Ben-Younes, Éloi Zablocki, Patrick Pérez, Matthieu Cord

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

Comments Accepted at NeurIPS Workshop ML4AD 2020

Journal ref Pattern Recognition, Volume 123, March 2022, 108421

2109.12307 2021-09-28 cs.CV cs.AI cs.MM 62%

Multi-Modal Multi-Instance Learning for Retinal Disease Recognition

Xirong Li, Yang Zhou, Jie Wang, Hailan Lin, Jianchun Zhao, Dayong Ding, Weihong Yu, Youxin Chen

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

Comments Accepted by ACM Multimedia 2021 (Main Track)

2107.12964 2021-07-30 cs.CV cs.LG cs.SD eess.SP 62%

A Physiologically-Adapted Gold Standard for Arousal during Stress

Alice Baird, Lukas Stappen, Lukas Christ, Lea Schumann, Eva-Maria Meßner, Björn W. Schuller

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

2107.01579 2021-07-20 cs.CV cs.RO 62%

Similarity-Aware Fusion Network for 3D Semantic Segmentation

Linqing Zhao, Jiwen Lu, Jie Zhou

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

Comments Accepted by 2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2021)

2105.13533 2021-05-31 cs.CV cs.HC cs.LG eess.SP 62%

Inertial Sensor Data To Image Encoding For Human Action Recognition

Zeeshan Ahmad, Naimul Khan

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

2105.03832 2021-05-11 cs.CV cs.RO 62%

Dataset and Performance Comparison of Deep Learning Architectures for Plum Detection and Robotic Harvesting

Jasper Brown, Salah Sukkarieh

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

Comments 20 pages, 8 figures, 2 tables. Associated dataset at http://data.acfr.usyd.edu.au/Agriculture/PlumDetection/

2104.13214 2021-04-28 eess.IV cs.CV 62%

Three-Dimensional Embedded Attentive RNN (3D-EAR) Segmentor for Left Ventricle Delineation from Myocardial Velocity Mapping

Mengmeng Kuang, Yinzhe Wu, Diego Alonso-Álvarez, David Firmin, Jennifer Keegan, Peter Gatehouse, Guang Yang

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

Comments 8 pages, 4 figures, Functional Imaging and Modeling of the Heart

2003.00872 2021-03-03 cs.CV eess.IV 62%

AlignSeg: Feature-Aligned Segmentation Networks

Zilong Huang, Yunchao Wei, Xinggang Wang, Wenyu Liu, Thomas S. Huang, Humphrey Shi

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

Comments Accepted by TPAMI 2021

2008.07263 2020-08-18 eess.SP cs.CV cs.LG 62%

MLBF-Net: A Multi-Lead-Branch Fusion Network for Multi-Class Arrhythmia Classification Using 12-Lead ECG

Jing Zhang, Deng Liang, Aiping Liu, Min Gao, Xiang Chen, Xu Zhang, Xun Chen

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

2006.00197 2020-06-02 eess.IV cs.CV cs.LG 62%

Blended Multi-Modal Deep ConvNet Features for Diabetic Retinopathy Severity Prediction

J. D. Bodapati, N. Veeranjaneyulu, S. N. Shareef, S. Hakak, M. Bilal, P. K. R. Maddikunta, O. Jo

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

Comments 18 pages, 8 figures, published in Electronics MDPI journal

Journal ref Electronics 2020, 9, 914

1903.02026 2020-01-22 q-bio.QM cs.CV eess.IV 62%

Deep Learning in Medical Image Registration: A Survey

Grant Haskins, Uwe Kruger, Pingkun Yan

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

Comments Accepted for publication by Machine Vision and Applications on January 8, 2020

1908.07674 2020-01-08 eess.SP eess.IV 62%

Efficient Sensing of Correlated Spatiotemporal Signals: A Stochastic Gradient Approach

Hadi Alasti

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

Comments 5 pages, 7 figures, article

1910.04964 2020-01-07 cs.MM cs.CV cs.IR cs.LG 62%

Multi-modal Deep Analysis for Multimedia

Wenwu Zhu, Xin Wang, Hongzhi Li

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

Comments 25 pages, 39 figures, IEEE Transactions on Circuits and Systems for Video Technology

1908.08992 2019-08-27 cs.CV cs.AI cs.LG eess.SP stat.ML 62%

MEx: Multi-modal Exercises Dataset for Human Activity Recognition

Anjana Wijekoon, Nirmalie Wiratunga, Kay Cooper

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

1812.07989 2019-06-27 cs.CV eess.IV 62%

A Gated Peripheral-Foveal Convolutional Neural Network for Unified Image Aesthetic Prediction

Xiaodan Zhang, Xinbo Gao, Wen Lu, Lihuo He

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

Comments Add more experiments

1905.13388 2019-06-03 cs.CV eess.IV 62%

Design Light-weight 3D Convolutional Networks for Video Recognition Temporal Residual, Fully Separable Block, and Fast Algorithm

Haonan Wang, Jun Lin, Zhongfeng Wang

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

1904.05644 2019-04-12 cs.CV eess.IV 62%

Retinal Vessels Segmentation Based on Dilated Multi-Scale Convolutional Neural Network

Yun Jiang, Ning Tan, Tingting Peng, Hai Zhang

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

1902.04149 2019-03-08 cs.CV cs.LG eess.IV 62%

Learning to Authenticate with Deep Multibiometric Hashing and Neural Network Decoding

Veeru Talreja, Sobhan Soleymani, Matthew C. Valenti, Nasser M. Nasrabadi

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

Comments To be published in Proc. IEEE ICC 2019

1811.12563 2018-12-03 cs.CV cs.MM 62%

Deep Multimodal Learning: An Effective Method for Video Classification

Tianqi Zhao

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

1810.06219 2018-10-16 cs.CV cs.MM 62%

The Focus-Aspect-Polarity Model for Predicting Subjective Noun Attributes in Images

Tushar Karayil, Philipp Blandfort, Jörn Hees, Andreas Dengel

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

1805.09701 2018-07-23 cs.CV cs.AI cs.CL cs.LG cs.MM 62%

R-VQA: Learning Visual Relation Facts with Semantic Attention for Visual Question Answering

Pan Lu, Lei Ji, Wei Zhang, Nan Duan, Ming Zhou, Jianyong Wang

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

Comments 10 pages, 5 figures, accepted as an oral paper in SIGKDD 2018

1709.05861 2017-10-25 cs.CV cs.LG cs.MM 62%

Continuous Multimodal Emotion Recognition Approach for AVEC 2017

Narotam Singh, Nittin Singh, Abhinav Dhall

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

Comments 4 pages, 3 figures, arXiv:1605.06778, arXiv:1512.03385

1709.02251 2017-09-08 cs.CV cs.LG cs.MM 62%

Multi-modal Conditional Attention Fusion for Dimensional Emotion Prediction

Shizhe Chen, Qin Jin

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

Comments Appeared at ACM Multimedia 2016

2405.10121 2025-02-06 cs.CL cs.MM 61%

Distilling Implicit Multimodal Knowledge into Large Language Models for Zero-Resource Dialogue Generation

Bo Zhang, Hui Ma, Jian Ding, Jian Wang, Bo Xu, Hongfei Lin

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

Comments Accepted by Information Fusion. The code is available at https://github.com/zhangbo-nlp/VIKDF

1807.02323 2024-10-30 cs.CV 61%

Optimal Sensor Data Fusion Architecture for Object Detection in Adverse Weather Conditions

Andreas Pfeuffer, Klaus Dietmayer

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

Comments This work has been submitted to the IEEE for possible publication

Journal ref 21st International Conference on Information Fusion (FUSION) (2008) 2592-2599

1. 融合架构与评测 1417 篇

A Look at Improving Robustness in Visual-inertial SLAM by Moment Matching

DetMatch: Two Teachers are Better Than One for Joint 2D and 3D Semi-Supervised Object Detection

Attention-based Dual Supervised Decoder for RGBD Semantic Segmentation

COROLLA: An Efficient Multi-Modality Fusion Framework with Supervised Contrastive Learning for Glaucoma Grading

Dynamic Scene Video Deblurring using Non-Local Attention

Driving Behavior Explanation with Multi-level Fusion

Multi-Modal Multi-Instance Learning for Retinal Disease Recognition

A Physiologically-Adapted Gold Standard for Arousal during Stress

Similarity-Aware Fusion Network for 3D Semantic Segmentation

Inertial Sensor Data To Image Encoding For Human Action Recognition

Dataset and Performance Comparison of Deep Learning Architectures for Plum Detection and Robotic Harvesting

Three-Dimensional Embedded Attentive RNN (3D-EAR) Segmentor for Left Ventricle Delineation from Myocardial Velocity Mapping

AlignSeg: Feature-Aligned Segmentation Networks

MLBF-Net: A Multi-Lead-Branch Fusion Network for Multi-Class Arrhythmia Classification Using 12-Lead ECG

Blended Multi-Modal Deep ConvNet Features for Diabetic Retinopathy Severity Prediction

Deep Learning in Medical Image Registration: A Survey

Efficient Sensing of Correlated Spatiotemporal Signals: A Stochastic Gradient Approach

Multi-modal Deep Analysis for Multimedia

MEx: Multi-modal Exercises Dataset for Human Activity Recognition

A Gated Peripheral-Foveal Convolutional Neural Network for Unified Image Aesthetic Prediction

Design Light-weight 3D Convolutional Networks for Video Recognition Temporal Residual, Fully Separable Block, and Fast Algorithm

Retinal Vessels Segmentation Based on Dilated Multi-Scale Convolutional Neural Network

Learning to Authenticate with Deep Multibiometric Hashing and Neural Network Decoding

Deep Multimodal Learning: An Effective Method for Video Classification

The Focus-Aspect-Polarity Model for Predicting Subjective Noun Attributes in Images

R-VQA: Learning Visual Relation Facts with Semantic Attention for Visual Question Answering

Continuous Multimodal Emotion Recognition Approach for AVEC 2017

Multi-modal Conditional Attention Fusion for Dimensional Emotion Prediction

Distilling Implicit Multimodal Knowledge into Large Language Models for Zero-Resource Dialogue Generation

Optimal Sensor Data Fusion Architecture for Object Detection in Adverse Weather Conditions