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Dandrifosse Sébastien

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Main Referenced Co-authors
Mercatoris, Benoît  (21)
Dumont, Benjamin  (19)
Carlier, Alexis  (16)
Bouvry, Arnaud  (7)
Leemans, Vincent  (6)
Main Referenced Keywords
wheat (9); winter wheat (3); computer vision (2); counting (2); DeepMAC (2);
Main Referenced Unit & Research Centers
TERRA Teaching and Research Centre - TERRA (3)
Main Referenced Disciplines
Agriculture & agronomy (20)
Computer science (5)
Engineering, computing & technology: Multidisciplinary, general & others (3)

Publications (total 22)

The most downloaded
197 downloads
Dandrifosse, S. (2022). Dynamics of wheat organs by close-range multimodal machine vision [Doctoral thesis, ULiège. GxABT - Liège Université. Gembloux Agro-Bio Tech]. ORBi-University of Liège. https://orbi.uliege.be/handle/2268/294161 https://hdl.handle.net/2268/294161

The most cited

55 citations (Scopus®)

David, E., Serouart, M., Smith, D., Madec, S., Velumani, K., Liu, S., Wang, X., Pinto, F., Shafiee, S., Tahir, I. S. A., Tsujimoto, H., Nasuda, S., Zheng, B., Kirchgessner, N., Aasen, H., Hund, A., Sadhegi-Tehran, P., Nagasawa, K., Ishikawa, G., ... Guo, W. (2021). Global Wheat Head Detection 2021: an improved dataset for benchmarking wheat head detection methods. Plant Phenomics, 2021. doi:10.34133/2021/9846158 https://hdl.handle.net/2268/265659

Carlier, A., Dandrifosse, S., Dumont, B.* , & Mercatoris, B.*. (2023). To What Extent Does Yellow Rust Infestation Affect Remotely Sensed Nitrogen Status? Plant Phenomics. doi:10.34133/plantphenomics.0083
Peer Reviewed verified by ORBi
* These authors have contributed equally to this work.

Carlier, A., Dandrifosse, S., Dumont, B., & Mercatoris, B. (2023). Comparing CNNs and PLSr for estimating wheat organs biophysical variables using proximal sensing. Frontiers in Plant Science, 14, 1204791. doi:10.3389/fpls.2023.1204791
Peer Reviewed verified by ORBi

Ennadifi, E., Dandrifosse, S., Mokhtari, M. E. A., Carlier, A., Laraba, S., Mercatoris, B., & Gosselin, B. (2022). Local Unsupervised Wheat Head Segmentation. In S. Nedevschi (Ed.), Proceedings - 2022 IEEE 18th International Conference on Intelligent Computer Communication and Processing Conference, ICCP 2022. Institute of Electrical and Electronics Engineers Inc. doi:10.1109/ICCP56966.2022.10053964
Peer reviewed

Dandrifosse, S. (2022). Dynamics of wheat organs by close-range multimodal machine vision [Doctoral thesis, ULiège. GxABT - Liège Université. Gembloux Agro-Bio Tech]. ORBi-University of Liège. https://orbi.uliege.be/handle/2268/294161

Dandrifosse, S.* , Ennadifi, E.* , Carlier, A., Gosselin, B., Dumont, B., & Mercatoris, B. (07 July 2022). Deep learning for wheat ear segmentation and ear density measurement: From heading to maturity. Computers and Electronics in Agriculture, 199, 107161. doi:10.1016/j.compag.2022.107161
Peer Reviewed verified by ORBi
* These authors have contributed equally to this work.

Dandrifosse, S., Ennadifi Elias, Carlier, A., Gosselin Bernard, Dumont, B., & Mercatoris, B. (28 June 2022). Effect of the sun on the measurement of wheat ear density by deep learning [Paper presentation]. 15th International Conference on Precision Agriculture.

Dandrifosse, S., Carlier, A., Dumont, B., & Mercatoris, B. (27 April 2022). In-Field Wheat Reflectance: How to Reach the Organ Scale? Sensors, 22 (9), 3342. doi:10.3390/s22093342
Peer Reviewed verified by ORBi

Carlier, A., Dandrifosse, S., Dumont, B., & Mercatoris, B. (2022). Wheat Ear Segmentation Based on a Multisensor System and Superpixel Classification. Plant Phenomics. doi:10.34133/2022/9841985
Peer Reviewed verified by ORBi

Carlier, A., Dandrifosse, S., Dumont, B., & Mercatoris, B. (2022). Organ scale nitrogen map: a novel approach for leaf nitrogen concentration estimation [Paper presentation]. ICPA 2022.
Editorial reviewed

Dandrifosse, S., Carlier, A., Dumont, B., & Mercatoris, B. (2021). Registration and fusion of close-range multimodal wheat images in field conditions. Remote Sensing. doi:10.3390/rs13071380
Peer Reviewed verified by ORBi

David, E., Serouart, M., Smith, D., Madec, S., Velumani, K., Liu, S., Wang, X., Pinto, F., Shafiee, S., Tahir, I. S. A., Tsujimoto, H., Nasuda, S., Zheng, B., Kirchgessner, N., Aasen, H., Hund, A., Sadhegi-Tehran, P., Nagasawa, K., Ishikawa, G., ... Guo, W. (2021). Global Wheat Head Detection 2021: an improved dataset for benchmarking wheat head detection methods. Plant Phenomics, 2021. doi:10.34133/2021/9846158
Peer Reviewed verified by ORBi

Carlier, A., Dandrifosse, S., Dumont, B., & Mercatoris, B. (20 October 2020). Proximal sensing for wheat field trials phenotyping [Paper presentation]. Erasmus + KA2 Smart-Farming closing conference.

Dandrifosse, S., Carlier, A., Dumont, B., & Mercatoris, B. (02 September 2020). Assessment of the impact on wheat yield of the interaction between fertilization and yellow rust through multi-sensors machine vision [Paper presentation]. 16 ième Congrès de la Société Européenne d'Agronomie (ESA2020).

Carlier, A., Dandrifosse, S., Dumont, B., & Mercatoris, B. (September 2020). WHEAT NITROGEN AND SENESCENCE DYNAMICS IN FIELD ASSESSMENT THROUGH TWO PHENOTYPING APPROACHES LATE IN SEASON [Paper presentation]. XVI European Society for Agronomy Congress.

Carlier, A., Dandrifosse, S., Bouvry, A., Bustillo Vazquez, E., Dumont, B., & Mercatoris, B. (2020). Le phénotypage numérique en champs : un outil de caractérisation des cultures. Livre Blanc Céréales.

Dandrifosse, S., Bouvry, A., Leemans, V., Dumont, B., & Mercatoris, B. (2020). Imaging Wheat Canopy Through Stereo Vision: Overcoming the Challenges of the Laboratory to Field Transition for Morphological Features Extraction. Frontiers in Plant Science. doi:10.3389/fpls.2020.00096
Peer Reviewed verified by ORBi

Dandrifosse, S., Carlier, A., Bustillo Vazquez, E., Bouvry, A., Leemans, V., Dumont, B., & Mercatoris, B. (31 January 2020). Added value of plant height and multi-temporal modelling to improve the estimation of wheat above-ground traits based on proxy-sensing RGB cameras [Paper presentation]. 25th National Symposium for Applied Biological Sciences (NSABS 2020).

Carlier, A., Dandrifosse, S., & Mercatoris, B. (2020). PhenWheat: A field phenotyping platform for wheat trials [Paper presentation]. 25th National Symposium for Applied Biological Sciences.

Dandrifosse, S., Bouvry, A., Leemans, V., Dumont, B., & Mercatoris, B. (10 July 2019). Cereal morphology through proximal stereovision [Paper presentation]. 12th European Conference on Precision Agriculture (ECPA2019).

Bouvry, A., Dandrifosse, S., Dumont, B., Leemans, V., & Mercatoris, B. (July 2019). Estimation of ear density in winter wheat crop by stereoscopic imaging for crop yield prediction [Poster presentation]. The 12th Europeane Conference on Precision Agriculture, Montpellier, France.

Dandrifosse, S., Bouvry, A., Leemans, V., Dumont, B., & Mercatoris, B. (2019). Characterisation of cereal morphology through proximal stereo vision under contrasting nitrogen inputs. In Precision Agriculture '19. Wageningen, Netherlands: Wageningen Academic Publishers. doi:10.3920/978-90-8686-888-9_33
Peer reviewed

Bouvry, A., Dandrifosse, S., Glésener, M., Dumont, B., Leemans, V., & Mercatoris, B. (20 March 2018). Characterization of cereal crop growth dynamics by stereoscopic vision [Poster presentation]. COSTFA1306 Meeting - "Plant phenotyping for future climate challenges", Leuven, Belgium.

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