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Year Number of Results
2018 1
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2020 4
2021 2
2022 1
2023 1
2024 1

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Page 1
A deep learning approach based on graphs to detect plantation lines.
Gonçalves DN, Junior JM, Arruda MDS, Fernandes VJM, Ramos APM, Furuya DEG, Osco LP, He H, Jorge LAC, Li J, Melgani F, Pistori H, Gonçalves WN. Gonçalves DN, et al. Among authors: junior jm. Heliyon. 2024 May 23;10(11):e31730. doi: 10.1016/j.heliyon.2024.e31730. eCollection 2024 Jun 15. Heliyon. 2024. PMID: 38841473 Free PMC article.
Deep Learning Applied to Phenotyping of Biomass in Forages with UAV-Based RGB Imagery.
Castro W, Marcato Junior J, Polidoro C, Osco LP, Gonçalves W, Rodrigues L, Santos M, Jank L, Barrios S, Valle C, Simeão R, Carromeu C, Silveira E, Jorge LAC, Matsubara E. Castro W, et al. Among authors: marcato junior j. Sensors (Basel). 2020 Aug 26;20(17):4802. doi: 10.3390/s20174802. Sensors (Basel). 2020. PMID: 32858803 Free PMC article.
The end of an entire biome? World's largest wetland, the Pantanal, is menaced by the Hidrovia project which is uncertain to sustainably support large-scale navigation.
Wantzen KM, Assine ML, Bortolotto IM, Calheiros DF, Campos Z, Catella AC, Chiaravalotti RM, Collischonn W, Couto EG, da Cunha CN, Damasceno-Junior GA, da Silva CJ, Eberhard A, Ebert A, de Figueiredo DM, Friedlander M, Garcia LC, Girard P, Hamilton SK, Ikeda-Castrillon S, Libonati R, Lourival R, de Azevedo Macedo H, Junior JM, Mateus L, Morato RG, Mourão G, Muniz CC, Nunes AV, de Oliveira MD, da Rosa Oliveria M, Junior ESO, Padovani CR, Penha J, Ribeiro DB, de Oliveira Roque F, Silva A, Soriano BMA, de Sousa Junior WC, Tomas WM, Tortato FR, Urbanetz C. Wantzen KM, et al. Among authors: junior jm. Sci Total Environ. 2023 Oct 28:167751. doi: 10.1016/j.scitotenv.2023.167751. Online ahead of print. Sci Total Environ. 2023. PMID: 39492524
Storm-Drain and Manhole Detection Using the RetinaNet Method.
Santos A, Marcato Junior J, de Andrade Silva J, Pereira R, Matos D, Menezes G, Higa L, Eltner A, Ramos AP, Osco L, Gonçalves W. Santos A, et al. Among authors: marcato junior j. Sensors (Basel). 2020 Aug 10;20(16):4450. doi: 10.3390/s20164450. Sensors (Basel). 2020. PMID: 32784983 Free PMC article.
Mapping Utility Poles in Aerial Orthoimages Using ATSS Deep Learning Method.
Gomes M, Silva J, Gonçalves D, Zamboni P, Perez J, Batista E, Ramos A, Osco L, Matsubara E, Li J, Marcato Junior J, Gonçalves W. Gomes M, et al. Among authors: marcato junior j. Sensors (Basel). 2020 Oct 26;20(21):6070. doi: 10.3390/s20216070. Sensors (Basel). 2020. PMID: 33114475 Free PMC article.
Convolutional Neural Networks to Estimate Dry Matter Yield in a Guineagrass Breeding Program Using UAV Remote Sensing.
de Oliveira GS, Marcato Junior J, Polidoro C, Osco LP, Siqueira H, Rodrigues L, Jank L, Barrios S, Valle C, Simeão R, Carromeu C, Silveira E, André de Castro Jorge L, Gonçalves W, Santos M, Matsubara E. de Oliveira GS, et al. Among authors: marcato junior j. Sensors (Basel). 2021 Jun 9;21(12):3971. doi: 10.3390/s21123971. Sensors (Basel). 2021. PMID: 34207543 Free PMC article.
Applying Fully Convolutional Architectures for Semantic Segmentation of a Single Tree Species in Urban Environment on High Resolution UAV Optical Imagery.
Lobo Torres D, Queiroz Feitosa R, Nigri Happ P, Elena Cué La Rosa L, Marcato Junior J, Martins J, Olã Bressan P, Gonçalves WN, Liesenberg V. Lobo Torres D, et al. Among authors: marcato junior j. Sensors (Basel). 2020 Jan 20;20(2):563. doi: 10.3390/s20020563. Sensors (Basel). 2020. PMID: 31968589 Free PMC article.
11 results