Melba M. Crawford - Publications, H-index & Citations

Melba M. Crawford

Purdue University

42H指数

306论文数

7.6K被引数

收录论文 46

发表时间

Integrating multi-modal remote sensing, deep learning, and attention mechanisms for yield prediction in plant breeding experiments

FRONTIERS IN PLANT SCIENCE

IF4.8

2024-07-25

OAAI

Aviles Toledo, Claudia; Crawford, Melba M.; Tuinstra, Mitchell R.

Investigation of Hierarchical Spectral Vision Transformer Architecture for Classification of Hyperspectral Imagery 用于高光谱图像分类的分层光谱视觉转换器体系结构研究

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2024-01-01

PREAI

Liu, Wei; Prasad, Saurabh; Crawford, Melba

Row selection in remote sensing from four-row plots of maize and sorghum based on repeatability and predictive modeling

FRONTIERS IN PLANT SCIENCE

IF4.8

2023-06-20

OAAI

Tolley, Seth A.; Carpenter, Neal; Crawford, Melba M.; Delp, Edward J.; Habib, Ayman; Tuinstra, Mitchell R.

A novel transfer learning framework for sorghum biomass prediction using UAV-based remote sensing data and genetic markers

FRONTIERS IN PLANT SCIENCE

IF4.8

2023-04-11

OAAI

Wang, Taojun; Crawford, Melba M.; Tuinstra, Mitchell R.

SMAP soil moisture data assimilation impacts on water quality and crop yield predictions in watershed modeling

JOURNAL OF HYDROLOGY

IF6.3

2023-02-01

OAAI

Pignotti, Garett; Crawford, Melba; Han, Eunjin; Williams, Mark R.; Chaubey, Indrajeet

Curvature Filters-Based Multiscale Feature Extraction for Hyperspectral Image Classification 基于曲率滤波器的多尺度特征提取高光谱图像分类

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2022-01-01

PREAI

Hao, Qiaobo; Sun, Bin; Li, Shutao; Crawford, Melba M.; Kang, Xudong

Estimating Leaf Area Index in Row Crops Using Wheel-Based and Airborne Discrete Return Light Detection and Ranging Data

FRONTIERS IN PLANT SCIENCE

IF4.8

2021-11-29

OAAI

Nazeri, Behrokh; Crawford, Melba M.; Tuinstra, Mitchell R.

High-resolution hyperspectral imagery from pushbroom scanners on unmanned aerial systems 来自无人航空系统上的推扫式扫描仪的高分辨率高光谱图像

GEOSCIENCE DATA JOURNAL

IF2.4

2021-08-28

OAAI

Kim, Jae-In; Chi, Junhwa; Masjedi, Ali; Flatt, John Evan; Crawford, Melba M.; Habib, Ayman F.; Lee, Joohan; Kim, Hyun-Cheol

An Adaptive Multiview Active Learning Approach for Spectral&x2013;Spatial Classification of Hyperspectral Images

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2020-04-01

PREAI

Zhang, Zhou; Pasolli, Edoardo; Crawford, Melba M.

An Out-of-Sample Extension to Manifold Learning via Meta-Modeling

IEEE TRANSACTIONS ON IMAGE PROCESSING

IF13.7

2019-10-01

PREAI

Taskin, Gulsen; Crawford, Melba M.

Deep learning based retrieval algorithm for Arctic sea ice concentration from AMSR2 passive microwave and MODIS optical data

REMOTE SENSING OF ENVIRONMENT

IF11.4

2019-09-01

PREAI

Chi, Junhwa; Kim, Hyun-cheol; Lee, Sungjae; Crawford, Melba M.

Centroid and Covariance Alignment-Based Domain Adaptation for Unsupervised Classification of Remote Sensing Images

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2019-04-01

PREAI

Ma, Li; Crawford, Melba M.; Zhu, Lei; Liu, Yong

A Batch-Mode Regularized Multimetric Active Learning Framework for Classification of Hyperspectral Images

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2017-11-01

OAAI

Zhang, Zhou; Crawford, Melba M.

Comparative Analysis of HRU and Grid-Based SWAT Models

WATER

IF3

2017-04-12

OAAI

Pignotti, Garett; Rathjens, Hendrik; Cibin, Raj; Chaubey, Indrajeet; Crawford, Melba

Multimetric Active Learning for Classification of Remote Sensing Data 遥感数据分类的多目标主动学习

ieee geoscience and remote sensing magazine

IF4.4

2016-07-01

PREAI

Zhang, Zhou; Pasolli, Edoardo; Yang, Hsiuhan Lexie; Crawford, Melba M.

A Special Issue on Advances in Machine Learning for Remote Sensing and Geosciences

IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE

IF16.4

2016-06-01

PREAI

Camps-Valls, Gustau; Bioucas-Dias, Jose; Crawford, Melba

Active-Metric Learning for Classification of Remotely Sensed Hyperspectral Images

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2016-04-01

PREAI

Pasolli, Edoardo; Yang, Hsiuhan Lexie; Crawford, Melba M.

Spectral and Spatial Proximity-Based Manifold Alignment for Multitemporal Hyperspectral Image Classification

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2016-01-01

PREAI

Yang, Hsiuhan Lexie; Crawford, Melba M.

Local-Manifold-Learning-Based Graph Construction for Semisupervised Hyperspectral Image Classification 基于局部流形学习的半监督高光谱图像分类图构造

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2015-05-01

117

PREAI

Ma, Li; Crawford, Melba M.; Yang, Xiaoquan; Guo, Yan

Active Landmark Sampling for Manifold Learning Based Spectral Unmixing

ieee geoscience and remote sensing magazine

IF4.4

2014-11-01

PREAI

Chi, Junhwa; Crawford, Melba M.

研究方向