Food traceability: New trends and recent advances. A review R Badia-Melis, P Mishra, L Ruiz-García Food control 57, 393-401, 2015 | 411 | 2015 |
Close range hyperspectral imaging of plants: A review P Mishra, MSM Asaari, A Herrero-Langreo, S Lohumi, B Diezma, ... Biosystems engineering 164, 49-67, 2017 | 279 | 2017 |
New data preprocessing trends based on ensemble of multiple preprocessing techniques P Mishra, A Biancolillo, JM Roger, F Marini, DN Rutledge TrAC Trends in Analytical Chemistry 132, 116045, 2020 | 252 | 2020 |
Close-range hyperspectral image analysis for the early detection of stress responses in individual plants in a high-throughput phenotyping platform MSM Asaari, P Mishra, S Mertens, S Dhondt, D Inzé, N Wuyts, ... ISPRS journal of photogrammetry and remote sensing 138, 121-138, 2018 | 133 | 2018 |
Recent trends in multi-block data analysis in chemometrics for multi-source data integration P Mishra, JM Roger, D Jouan-Rimbaud-Bouveresse, A Biancolillo, ... TrAC Trends in Analytical Chemistry 137, 116206, 2021 | 108 | 2021 |
Close-range hyperspectral imaging of whole plants for digital phenotyping: Recent applications and illumination correction approaches P Mishra, S Lohumi, HA Khan, A Nordon Computers and Electronics in Agriculture 178, 105780, 2020 | 89 | 2020 |
Improving moisture and soluble solids content prediction in pear fruit using near-infrared spectroscopy with variable selection and model updating approach P Mishra, E Woltering, B Brouwer, E Hogeveen-van Echtelt Postharvest Biology and Technology 171, 111348, 2021 | 84 | 2021 |
Application of independent components analysis with the JADE algorithm and NIR hyperspectral imaging for revealing food adulteration P Mishra, CBY Cordella, DN Rutledge, P Barreiro, JM Roger, B Diezma Journal of Food Engineering 168, 7-15, 2016 | 84 | 2016 |
A tutorial on automatic hyperparameter tuning of deep spectral modelling for regression and classification tasks D Passos, P Mishra Chemometrics and Intelligent Laboratory Systems 223, 104520, 2022 | 83 | 2022 |
A synergistic use of chemometrics and deep learning improved the predictive performance of near-infrared spectroscopy models for dry matter prediction in mango fruit P Mishra, D Passos Chemometrics and Intelligent Laboratory Systems 212, 104287, 2021 | 82 | 2021 |
Near-infrared hyperspectral imaging for non-destructive classification of commercial tea products P Mishra, A Nordon, J Tschannerl, G Lian, S Redfern, S Marshall Journal of Food Engineering 238, 70-77, 2018 | 76 | 2018 |
Sequential fusion of information from two portable spectrometers for improved prediction of moisture and soluble solids content in pear fruit P Mishra, F Marini, B Brouwer, JM Roger, A Biancolillo, E Woltering, ... Talanta 223, 121733, 2021 | 65 | 2021 |
Detection and quantification of peanut traces in wheat flour by near infrared hyperspectral imaging spectroscopy using principal-component analysis P Mishra, A Herrero-Langreo, P Barreiro, JM Roger, B Diezma, N Gorretta, ... Journal of Near Infrared Spectroscopy 23 (1), 15-22, 2015 | 65 | 2015 |
Chemometric pre-processing can negatively affect the performance of near-infrared spectroscopy models for fruit quality prediction P Mishra, DN Rutledge, JM Roger, K Wali, HA Khan Talanta 229, 122303, 2021 | 63 | 2021 |
Close range spectral imaging for disease detection in plants using autonomous platforms: a review on recent studies P Mishra, G Polder, N Vilfan Current robotics reports 1, 43-48, 2020 | 63 | 2020 |
MBA-GUI: A chemometric graphical user interface for multi-block data visualisation, regression, classification, variable selection and automated pre-processing P Mishra, JM Roger, DN Rutledge, A Biancolillo, F Marini, A Nordon, ... Chemometrics and Intelligent Laboratory Systems 205, 104139, 2020 | 60 | 2020 |
Realizing transfer learning for updating deep learning models of spectral data to be used in new scenarios P Mishra, D Passos Chemometrics and Intelligent Laboratory Systems 212, 104283, 2021 | 54 | 2021 |
SPORT pre-processing can improve near-infrared quality prediction models for fresh fruits and agro-materials P Mishra, JM Roger, DN Rutledge, E Woltering Postharvest Biology and Technology 168, 111271, 2020 | 52 | 2020 |
Fusing spectral and textural information in near-infrared hyperspectral imaging to improve green tea classification modelling P Mishra, A Nordon, MSM Asaari, G Lian, S Redfern Journal of Food Engineering 249, 40-47, 2019 | 52 | 2019 |
Non-destructive measurement of internal browning in mangoes using visible and near-infrared spectroscopy supported by artificial neural network analysis SHEJ Gabriëls, P Mishra, MGJ Mensink, P Spoelstra, EJ Woltering Postharvest Biology and Technology 166, 111206, 2020 | 51 | 2020 |