ViST: A Ubiquitous Model with Multimodal Fusion for Crop Growth Prediction

New image dataset and new negative sample judgment method for crop pest recognition based on deep learning models

(2022) Kaili Wang et al.   Ecological Informatics

HEU Emotion: a large-scale database for multimodal emotion recognition in the wild

(2021) Jing Chen et al.   NEURAL COMPUTING & APPLICATIONS

Improving reasoning with contrastive visual information for visual question answering

(2021) Yu Long et al.   ELECTRONICS LETTERS

Crop mapping from image time series: Deep learning with multi-scale label hierarchies

(2021) Mehmet Ozgur Turkoglu et al.   REMOTE SENSING OF ENVIRONMENT

A review of deep learning with special emphasis on architectures, applications and recent trends

(2020) Saptarshi Sengupta et al.   KNOWLEDGE-BASED SYSTEMS

Estimation of Crop Growth Parameters Using UAV-Based Hyperspectral Remote Sensing Data

(2020) Huilin Tao et al.   SENSORS

Multimodal mental health analysis in social media

(2020) Amir Hossein Yazdavar et al.   PLoS One

An end-to-end model for rice yield prediction using deep learning fusion

(2020) Zheng Chu et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Grain yield prediction of rice using multi-temporal UAV-based RGB and multispectral images and model transfer – a case study of small farmlands in the South of China

(2020) Liang Wan et al.   AGRICULTURAL AND FOREST METEOROLOGY

Autumn Crop Yield Prediction using Data-Driven Approaches:- Support Vector Machines, Random Forest, and Deep Neural Network Methods

(2020) Chaoya Dang et al.   CANADIAN JOURNAL OF REMOTE SENSING

Online multimedia retrieval on CPU–GPU platforms with adaptive work partition

(2020) Rafael Souza et al.   JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING

Multimodal End-to-End Autonomous Driving

(2020) Yi Xiao et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Application of Artificial Neural Network for Predicting Maize Production in South Africa

(2019) Omolola Adisa et al.   Sustainability

Deep convolutional neural networks for rice grain yield estimation at the ripening stage using UAV-based remotely sensed images

(2019) Qi Yang et al.   FIELD CROPS RESEARCH

Estimate of winter-wheat above-ground biomass based on UAV ultrahigh-ground-resolution image textures and vegetation indices

(2019) Jibo Yue et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Multimodal Machine Learning: A Survey and Taxonomy

(2018) Tadas Baltrusaitis et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Proximal Optical Sensors for Nitrogen Management of Vegetable Crops: A Review

(2018) Francisco M. Padilla et al.   SENSORS

Unmanned Aerial System (UAS)-based phenotyping of soybean using multi-sensor data fusion and extreme learning machine

(2017) Maitiniyazi Maimaitijiang et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Predicting grain yield in rice using multi-temporal vegetation indices from UAV-based multispectral and digital imagery

(2017) X. Zhou et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Maize yield forecasting by linear regression and artificial neural networks in Jilin, China

(2014) K. MATSUMURA et al.   JOURNAL OF AGRICULTURAL SCIENCE

Remote estimation of crop and grass chlorophyll and nitrogen content using red-edge bands on Sentinel-2 and -3

(2012) J.G.P.W. Clevers et al.   International Journal of Applied Earth Observation and Geoinformation

Gender Recognition Using 3-D Human Body Shapes

(2011) Jinshan Tang et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND RE

Plant detection and mapping for agricultural robots using a 3D LIDAR sensor

(2011) Ulrich Weiss et al.   ROBOTICS AND AUTONOMOUS SYSTEMS

Absolute Exponential Stability of Recurrent Neural Networks With Generalized Activation Function

(2008) Jun Xu et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS