多模态信息融合 - arXivDaily 专题

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

1910.11482 2019-10-28 cs.LG cs.CV stat.ML 57%

Human Action Recognition Using Deep Multilevel Multimodal (M2) Fusion of Depth and Inertial Sensors

Zeeshan Ahmad, Naimul Khan

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

Comments 10 pages, 13 figures

1910.06315 2019-10-15 cs.CV cs.CL cs.LG 57%

Dynamic Attention Networks for Task Oriented Grounding

Soumik Dasgupta, Badri N. Patro, Vinay P. Namboodiri

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

Comments Accepted ICCV 2019 Workshop

1909.13411 2019-10-01 cs.CV 57%

SymmetricNet: A mesoscale eddy detection method based on multivariate fusion data

Zhenlin Fan, Guoqiang Zhong

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

1909.04813 2019-09-12 cs.CV 57%

Dual-attention Focused Module for Weakly Supervised Object Localization

Yukun Zhou, Zailiang Chen, Hailan Shen, Qing Liu, Rongchang Zhao, Yixiong Liang

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

Comments 8 pages, 6 figures and 4 tables

1907.10451 2019-08-12 cs.CV 57%

Dense Feature Aggregation and Pruning for RGBT Tracking

Yabin Zhu, Chenglong Li, Bin Luo, Jin Tang, Xiao Wang

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

Comments arXiv admin note: text overlap with arXiv:1811.09855

Journal ref ACM International Conference on Multimedia.2019

1907.00661 2019-07-02 cs.CV 57%

The Resale Price Prediction of Secondhand Jewelry Items Using a Multi-modal Deep Model with Iterative Co-Attention

Yusuke Yamaura, Nobuya Kanemaki, Yukihiro Tsuboshita

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

Comments 10 pages, 6 figures

1807.11264 2019-07-02 cs.RO cs.PF 57%

Real Time Lidar and Radar High-Level Fusion for Obstacle Detection and Tracking with evaluation on a ground truth

Hatem Hajri, Mohamed-Cherif Rahal

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

1906.02728 2019-06-07 cs.CV 57%

Feature-level and Model-level Audiovisual Fusion for Emotion Recognition in the Wild

Jie Cai, Zibo Meng, Ahmed Shehab Khan, Zhiyuan Li, James O'Reilly, Shizhong Han, Ping Liu, Min Chen, Yan Tong

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

1809.09077 2019-05-21 cs.CV 57%

Incorporating Luminance, Depth and Color Information by a Fusion-based Network for Semantic Segmentation

Shang-Wei Hung, Shao-Yuan Lo, Hsueh-Ming Hang

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

Comments Accepted in IEEE International Conference on Image Processing (ICIP) 2019

1905.06203 2019-05-16 cs.CV cs.CY cs.SI 57%

VICSOM: VIsual Clues from SOcial Media for psychological assessment

Mohammad Mahdi Dehshibi, Gerard Pons, Bita Baiani, David Masip

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

1904.09460 2019-04-23 cs.CV 57%

Data-Driven Neuron Allocation for Scale Aggregation Networks

Yi Li, Zhanghui Kuang, Yimin Chen, Wayne Zhang

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

Comments 11 pages,

Journal ref CVPR 2019

1902.09928 2019-04-12 cs.CV 57%

IF-TTN: Information Fused Temporal Transformation Network for Video Action Recognition

Ke Yang, Peng Qiao, Dongsheng Li, Yong Dou

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

1904.04357 2019-04-10 cs.CV 57%

Heterogeneous Memory Enhanced Multimodal Attention Model for Video Question Answering

Chenyou Fan, Xiaofan Zhang, Shu Zhang, Wensheng Wang, Chi Zhang, Heng Huang

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

1812.00408 2019-04-02 cs.CV 57%

A Dataset and Benchmark for Large-scale Multi-modal Face Anti-spoofing

Shifeng Zhang, Xiaobo Wang, Ajian Liu, Chenxu Zhao, Jun Wan, Sergio Escalera, Hailin Shi, Zezheng Wang, Stan Z. Li

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

Comments CVPR2019 Camera Ready

1902.10823 2019-03-01 eess.SP 57%

Electricity Consumption Forecasting for Smart Grid using the Multi-Factor Back-Propagation Neural Network

Hao Song, Yu Chen, Ning Zhou, Genshe Chen

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

Comments Submitted to the 2019 SPIE Defense + Commercial Sensing

1902.05347 2019-02-15 cs.MM cs.IR cs.SD eess.AS 57%

Multimodal music information processing and retrieval: survey and future challenges

Federico Simonetta, Stavros Ntalampiras, Federico Avanzini

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

Journal ref in 2019 International Workshop on Multilayer Music Representation and Processing, Milano, IEEE 2019

1902.00038 2019-02-13 cs.CV 57%

BLOCK: Bilinear Superdiagonal Fusion for Visual Question Answering and Visual Relationship Detection

Hedi Ben-younes, Rémi Cadene, Nicolas Thome, Matthieu Cord

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

1804.08454 2018-12-27 cs.CL cs.AI cs.CV cs.LG 57%

Attention Based Natural Language Grounding by Navigating Virtual Environment

Akilesh B, Abhishek Sinha, Mausoom Sarkar, Balaji Krishnamurthy

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

Comments Accepted at WACV 2019. Also at NeurIPS 2017 workshop on Visually-Grounded Interaction and Language (ViGIL)

1811.12030 2018-11-30 cs.CV 57%

Grid R-CNN

Xin Lu, Buyu Li, Yuxin Yue, Quanquan Li, Junjie Yan

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

1811.07407 2018-11-20 cs.CV cs.AI cs.LG 57%

Multimodal Densenet

Faisal Mahmood, Ziyun Yang, Thomas Ashley, Nicholas J. Durr

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

Comments 10 pages, 6 figures

1811.07392 2018-11-20 cs.CV 57%

Facial Expression and Peripheral Physiology Fusion to Decode Individualized Affective Experience

Yu Yin, Mohsen Nabian, Miolin Fan, ChunAn Chou, Maria Gendron, Sarah Ostadabbas

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

Comments 2nd IJCAI Workshop on Artificial Intelligence in Affective Computing

1805.10433 2018-10-23 cs.CV 57%

A novel hybrid score level and decision level fusion scheme for cancelable multi-biometric verification

Rudresh Dwivedi, Somnath Dey

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

1808.06133 2018-08-21 cs.CV 57%

In Defense of Single-column Networks for Crowd Counting

Ze Wang, Zehao Xiao, Kai Xie, Qiang Qiu, Xiantong Zhen, Xianbin Cao

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

1807.07682 2018-07-23 eess.IV 57%

Cross-Modality Distillation: A case for Conditional Generative Adversarial Networks

Siddharth Roheda, Benjamin S. Riggan, Hamid Krim, Liyi Dai

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

Comments Accepted and Presented at ICASSP 2018

1807.01122 2018-07-04 cs.CV cs.CL 57%

Getting the subtext without the text: Scalable multimodal sentiment classification from visual and acoustic modalities

Nathaniel Blanchard, Daniel Moreira, Aparna Bharati, Walter J. Scheirer

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

Comments Published in the First Workshop on Computational Modeling of Human Multimodal Language - ACL 2018

1. 融合架构与评测 1417 篇

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

Human Action Recognition Using Deep Multilevel Multimodal (M2) Fusion of Depth and Inertial Sensors

Dynamic Attention Networks for Task Oriented Grounding

SymmetricNet: A mesoscale eddy detection method based on multivariate fusion data

Dual-attention Focused Module for Weakly Supervised Object Localization

Dense Feature Aggregation and Pruning for RGBT Tracking

The Resale Price Prediction of Secondhand Jewelry Items Using a Multi-modal Deep Model with Iterative Co-Attention

Real Time Lidar and Radar High-Level Fusion for Obstacle Detection and Tracking with evaluation on a ground truth

Feature-level and Model-level Audiovisual Fusion for Emotion Recognition in the Wild

Incorporating Luminance, Depth and Color Information by a Fusion-based Network for Semantic Segmentation

VICSOM: VIsual Clues from SOcial Media for psychological assessment

Data-Driven Neuron Allocation for Scale Aggregation Networks

IF-TTN: Information Fused Temporal Transformation Network for Video Action Recognition

Heterogeneous Memory Enhanced Multimodal Attention Model for Video Question Answering

A Dataset and Benchmark for Large-scale Multi-modal Face Anti-spoofing

Electricity Consumption Forecasting for Smart Grid using the Multi-Factor Back-Propagation Neural Network

Multimodal music information processing and retrieval: survey and future challenges

BLOCK: Bilinear Superdiagonal Fusion for Visual Question Answering and Visual Relationship Detection

Attention Based Natural Language Grounding by Navigating Virtual Environment

Grid R-CNN

Multimodal Densenet

Facial Expression and Peripheral Physiology Fusion to Decode Individualized Affective Experience

A novel hybrid score level and decision level fusion scheme for cancelable multi-biometric verification

In Defense of Single-column Networks for Crowd Counting

Cross-Modality Distillation: A case for Conditional Generative Adversarial Networks

Getting the subtext without the text: Scalable multimodal sentiment classification from visual and acoustic modalities