Journal publications

83 entries « 1 of 2 »

2020

1.

Adke, S; Mogel, Von K H; Jiang, Y; Li, C

Instance Segmentation to Estimate Consumption of Corn Ears by Wild Animals for GMO Preference Tests Journal Article

Frontiers in Artificial Intelligence, 3 (119), 2020.

Links | BibTeX | Tags: deep learning, mask R-CNN

2.

Ni, X; Li, C; Jiang, H; Takeda, F

Three-dimensional photogrammetry with deep learning instance segmentation to extract berry fruit harvestability traits Journal Article

ISPRS Journal of Photogrammetry and Remote Sensing, 171 , pp. 297-309, 2020.

Links | BibTeX | Tags: mask R-CNN

3.

Jiang, Y; Li, C; Xu, R; Sun, S; Robertson, J S; Paterson, A H

DeepFlower: a deep learning-based approach to characterize flowering patterns of cotton plants in the field Journal Article Open Access

Plant Methods, 16 (156), 2020.

Links | BibTeX | Tags: deep learning

4.

Iqbal, Jawad; Xu, Rui; Halloran, Hunter; Li, Changying

Development of a Multi-Purpose Autonomous Differential Drive Mobile Robot for Plant Phenotyping and Soil Sensing Journal Article Open Access

Electronics, 9 (9), pp. 1550, 2020.

Links | BibTeX | Tags: mobile, robot

5.

Ni, X; Li, C; Jiang, H; Takeda., F

Deep learning image segmentation and extraction of blueberry fruit traits associated with harvestability and yield Journal Article

Horticulture Research, 7 (1), pp. 1-14, 2020.

Links | BibTeX | Tags: deep learning

6.

Iqbal, Jawad; Xu, Rui; Sun, Shangpeng; Li, Changying

Simulation of an autonomous mobile robot for LiDAR-based in-field phenotyping and navigation Journal Article Open Access

Robotics, 9 (2), pp. 46, 2020.

BibTeX | Tags: LiDAR, robotics, simulation

7.

Jiang, Yu; Li, Changying

Convolutional neural networks for image-based high throughput plant phenotyping: A review Journal Article

Plant Phenomics, 2020 (4152816), 2020.

Links | BibTeX | Tags: CNN, review

8.

Jiang, Y; Snider, J L; Li, C; Rains, G C; Paterson, A H

Ground based hyperspectral imaging to characterize canopy-level photosynthetic activities Journal Article

Remote Sensing, 12 (2), pp. 315, 2020.

BibTeX | Tags: hyperspectral, SIF

9.

Zhang, M; Jiang, Y; Li, C; Yang, F

Fully convolutional networks for blueberry bruising and calyx segmentation using hyperspectral transmittance imaging Journal Article

Biosystems Engineering, 192 , pp. 159-175, 2020.

Links | BibTeX | Tags:

10.

Sun, S; Li, C; Chee, P; Patersona, A; Jiang, Y; Xu, R; Robertson, J; Adhikari, J; Shehzad, T

Three-dimensional photogrammetric mapping of cotton bolls in situ based on point cloud segmentation and clustering Journal Article

ISPRS Journal of Photogrammetry and Remote Sensing, 160 , pp. 195-207, 2020.

Links | BibTeX | Tags:

11.

Lu, Renfu; Beers, Robbe Van; Saeys, Wouter; Li, Changying; Cen, Haiyan

Measurement of optical properties of fruits and vegetables: A review Journal Article

Postharvest Biology and Technology, 159 , pp. 111003, 2020, ISSN: 0925-5214.

Links | BibTeX | Tags:

2019

12.

Jiang, Y; Li, C; Paterson, A; Robertson, J

DeepSeedling: Deep convolutional network and Kalman filter for plant seedling detection and counting in the field Journal Article

Plant Methods, 15 (1), pp. 141, 2019.

Links | BibTeX | Tags:

13.

Sun, S; Li, C; Paterson, A; Chee, P

Image processing algorithms for infield single cotton boll counting and yield prediction Journal Article

Computers and Electronics in Agriculture, 2019.

Abstract | Links | BibTeX | Tags:

14.

Jiang, Y; Li, C; Takeda, F; Kramer, E A; Ashrafi, H; Hunter, J

3D point cloud data to quantitatively characterize size and shape of shrub crops Journal Article

Horticulture Research, 6 (43), 2019.

Abstract | Links | BibTeX | Tags:

15.

Zhang, M; Li, C; Yang, F

Optical properties of blueberry flesh and skin and Monte Carlo multi-layered simulation of light interaction with fruit tissues Journal Article

Postharvest Biology and Technology, 150 , pp. 28-41, 2019.

Abstract | Links | BibTeX | Tags:

16.

Xu, R; Li, C; Paterson, A H

Multispectral imaging and unmanned aerial systems for cotton plant phenotyping Journal Article

PLoS One, (0205083), 2019.

Abstract | Links | BibTeX | Tags:

2018

17.

Fan, S; Li, C; Huang, W; Chen, L

Data fusion of two hyperspectral imaging systems with complementary spectral sensing ranges for blueberry bruising detection Journal Article

Sensors, 18 (12), pp. 4463, 2018.

Abstract | Links | BibTeX | Tags:

18.

Ozturk, S; Kong, F; Singh, R K; Kuzy, J D; Li, C; Trabelsi, S

Dielectric properties, heating rate, and heating uniformity of various seasoning spices and their mixtures with radio frequency heating Journal Article

Journal of Food Engineering, 228 , pp. 128-141, 2018.

Abstract | Links | BibTeX | Tags:

19.

Sun, S; Li, C; Paterson, A H; Jiang, Y; Xu, R; Roberson, J; Snider, J; Chee, P

In-field high throughput phenotyping and cotton plant growth analysis using LiDAR Journal Article

Frontiers in Plant Sciences, 9, 16, 2018.

Abstract | Links | BibTeX | Tags:

2017

20.

Xu, R; Li, C; Paterson, A H; Jiang, Y; Sun, S; Roberson, J

Aerial Images and Convolutional Neural Network for Cotton Bloom Detection Journal Article

Frontiers in Plant Sciences, 8, 2235, 2017.

Abstract | Links | BibTeX | Tags:

21.

Jiang, Y; Li, C; Paterson, A H; Sun, S; Xu, R; Roberson, J

Quantitative Analysis of Cotton Canopy Size in Field Conditions Using a Consumer-Grade RGB-D Camera Journal Article

Frontiers in Plant Sciences, 8, 2233, 2017.

Abstract | Links | BibTeX | Tags:

22.

Jiang, Y; Li, C; Robertson, J S; Sun, S; Xu, R; Paterson, A H

GPhenoVision: A Ground Mobile System with Multi-modal Imaging for Field-Based High Throughput Phenotyping of Cotton Journal Article

Scientific Reports, 8(1), 1213, 2017.

Abstract | Links | BibTeX | Tags:

23.

Patrick, A; Li, C

High Throughput Phenotyping of Blueberry Bush Morphological Traits Using Unmanned Aerial Systems Journal Article

Remote Sensing, 9(12), 1250, 2017.

Abstract | Links | BibTeX | Tags:

24.

Kuzy, J D; Jiang, Y; Li, C

Blueberry bruise detection by pulsed thermographic imaging Journal Article

Postharvest Biology and Technology, 136, 166-177, 2017.

Abstract | Links | BibTeX | Tags:

25.

Gallardo, R K; Stafne, E T; DeVetter, L W; Zhang, Q; Li, C; Takeda, F; Williamson, J; Yan, W; Beaudry, R; Cline, W; Allen, R

Blueberry producers’ attitudes toward harvest mechanization for fresh market Journal Article

Hort Technology, 28(1), 10-16, 2017.

Abstract | Links | BibTeX | Tags:

26.

Zhang, M; Li, C; Takeda, F; Yang, F

Detection of internally bruised blueberries using hyperspectral transmittance imaging Journal Article

Transactions of ASABE, 60(5), 1489-1502, 2017.

Abstract | Links | BibTeX | Tags:

27.

Fan, S; Li, C; Huang, W; Chen, L

Detection of blueberry internal bruising over time using NIR hyperspectral reflectance imaging with optimum wavelengths Journal Article

Postharvest Biology and Technology, 134, 55-66, 2017.

Abstract | Links | BibTeX | Tags:

28.

Zhang, M; Li, C; Yang, F

Classification of Foreign Matter Embedded inside Cotton Lint using Short Wave Infrared (SWIR) Hyperspectral Transmittance Imaging Journal Article

Computers and Electronics in Agriculture, 139, 75-90, 2017.

Abstract | Links | BibTeX | Tags:

29.

Ozturk, S; Kong, F; Singh, R K; Kuzy, J D; Li, C

Radio frequency heating of corn flour: Heating rate and uniformity Journal Article

Innovative Food Science & Emerging Technologies, 44, 191-201, 2017.

Abstract | Links | BibTeX | Tags:

30.

Takeda, F; Yang, W; Li, C; Freivalds, A; Sung, K; Xu, R; Hu, B; Williamson, J; Sargent, S

Applying New Technologies to Transform Blueberry Harvesting Journal Article

Agronomy, 7(2), 33, 2017.

Abstract | Links | BibTeX | Tags:

31.

Sun, S; Li, C; Paterson, A H

In-Field High-Throughput Phenotyping of Cotton Plant Height Using LiDAR Journal Article

Remote Sensing, 9(4), 377, 2017.

Abstract | Links | BibTeX | Tags:

32.

Kuzy, J D; Li, C

A Pulsed Thermographic Imaging System for Detection and Identification of Cotton Foreign Matter Journal Article

Sensors, 17(3), 518, 2017.

Abstract | Links | BibTeX | Tags:

33.

Patrick, A; Pelham, S; Culbreath, A; Holbrook, C; Godoy, I J d; Li, C

High Throughput Phenotyping of Tomato Spot Wilt Disease in Peanuts Using Unmanned Aerial Systems and Multispectral Imaging Journal Article

IEEE Instrumentation & Measurement Magazine, 20(3), 4-12, 2017.

Abstract | Links | BibTeX | Tags:

2016

34.

Jiang, Y; Li, C; Takeda, F

Nondestructive detection and quantification of blueberry bruising using near-infrared (NIR) hyperspectral reflectance imaging Journal Article

Scientific Reports, 6, 35679, 2016.

Abstract | Links | BibTeX | Tags:

35.

Jiang, Y; Li, C; Paterson, A H

High-throughput phenotyping of cotton plant height using depth images under field conditions Journal Article

Computers and Electronics in Agriculture, 130, 57-68, 2016.

Abstract | Links | BibTeX | Tags:

36.

Zhang, R; Li, C; Zhang, M; Rodgers, J

Shortwave infrared hyperspectral reflectance imaging for cotton foreign matter classification Journal Article

Computers and Electronics in Agriculture, 127, 260-270, 2016.

Abstract | Links | BibTeX | Tags:

37.

Mustafic, A; Jiang, Y; Li, C

Cotton contamination detection and classification using hyperspectral fluorescence imaging Journal Article

Textile Research Journal, 86(15), 1574-1584, 2016.

Abstract | Links | BibTeX | Tags:

2015

38.

Jiang, Y; Li, C

mRMR-based feature selection for classification of cotton foreign matter using hyperspectral imaging Journal Article

Computers and Electronics in Agriculture, 119, 191-200, 2015.

Abstract | Links | BibTeX | Tags:

39.

Chugunov, S; Li, C

Monte Carlo simulation of light propagation in healthy and diseased onion bulbs with multiple layers Journal Article

Computers and Electronics in Agriculture, 117, 91-101, 2015.

Abstract | Links | BibTeX | Tags:

40.

Xu, R; Takeda, F; Krewer, G; Li, C

Measure of mechanical impacts in commercial blueberry packing lines and potential damage to blueberry fruit Journal Article

Postharvest Biology and Technology, 110, 103-113, 2015.

Abstract | Links | BibTeX | Tags:

41.

Wang, W; Li, C

A multimodal machine vision system for quality inspection of onions Journal Article

Journal of Food Engineering, 166, 291-301, 2015.

Abstract | Links | BibTeX | Tags:

42.

Konduru, T; Rains, G; Li, C

Detecting sour skin infected onions using a customized gas sensor array Journal Article

Journal of Food Engineering, 160, 19-27, 2015.

Abstract | Links | BibTeX | Tags:

43.

Chugunov, S; Li, C

Parallel implementation of inverse adding-doubling and Monte Carlo multi-layered programs for high performance computing systems with shared and distributed memory Journal Article

Computer Physics Communications, 194, 64-75, 2015.

Abstract | Links | BibTeX | Tags:

44.

Jiang, Y; Li, C

Detection and Discrimination of Cotton Foreign Matter Using Push-Broom Based Hyperspectral Imaging: System Design and Capability Journal Article

PLoS ONE , 10(3), e0121969, 2015.

Abstract | Links | BibTeX | Tags:

45.

Xu, R; Li, C

Development of the Second Generation Berry Impact Recording Device (BIRD II) Journal Article

Sensors, 15(2), 3688-3705, 2015.

Abstract | Links | BibTeX | Tags:

46.

Konduru, T; Rains, G; Li, C

A customized metal oxide semiconductor-based gas sensor array for onion quality evaluation: system development and characterization Journal Article

Sensors, 15(1), 1252-1273, 2015.

Abstract | Links | BibTeX | Tags:

2014

47.

Mustafic, A; Li, C; Haidekker, M

Blue and UV LED-induced fluorescence in cotton foreign matter Journal Article

Journal of Biological Engineering, 8(1), 29, 2014.

Abstract | Links | BibTeX | Tags:

48.

Wang, W; Li, C

Optical Properties of Healthy and Diseased Onion Tissues in the Visible and Near-Infrared Spectral Region Journal Article

Transactions of ASABE, 57(6), 1771-1782, 2014.

Abstract | Links | BibTeX | Tags:

49.

Mustafic, A; Li, C

Classification of cotton foreign matter using color features extracted from fluorescent images Journal Article

Textile Research Journal, 85(12), 1209-1220, 2014.

Abstract | Links | BibTeX | Tags:

50.

Wang, W; Li, C

Size estimation of sweet onions using consumer-grade RGB-depth sensor Journal Article

Food Engineering, 142, 153-162, 2014.

Abstract | Links | BibTeX | Tags:

83 entries « 1 of 2 »
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