|
17 Nov 2020
IDENTIFYING EPIPHYTES IN DRONES PHOTOS WITH A CONDITIONAL GENERATIVE ADVERSARIAL NETWORK (C-GAN)
A. Shashank, V. V. Sajithvariyar, V. Sowmya, K. P. Soman, R. Sivanpillai, and G. K. Brown
Related authors
EFFECT OF DATA QUALITY ON WATER BODY SEGMENTATION WITH DEEPLABV3+ ALGORITHM
A. Edpuganti, P. Akshaya, J. Gouthami, V. V. Sajith Variyar, V. Sowmya, and R. Sivanpillai
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-3-2023, 81–85, https://doi.org/10.5194/isprs-archives-XLVIII-M-3-2023-81-2023,https://doi.org/10.5194/isprs-archives-XLVIII-M-3-2023-81-2023, 2023
EFFECT OF HYPERPARAMETERS ON DEEPLABV3+ PERFORMANCE TO SEGMENT WATER BODIES IN RGB IMAGES
O. C. Reddy, I. D. Kumar, P. Sathvika, V. V. Sajith Variyar, V. Sowmya, and R. Sivanpillai
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-3-2023, 203–209, https://doi.org/10.5194/isprs-archives-XLVIII-M-3-2023-203-2023,https://doi.org/10.5194/isprs-archives-XLVIII-M-3-2023-203-2023, 2023
MAPPING NEWLY INUNDATED AREAS IN POST-FLOOD LANDSAT IMAGES USING THRESHOLDING TECHNIQUES
R. Sivanpillai, M. Oreshkina, P. Bear, I. Boettcher, T. Bradshaw, I. Coleman, and J. Gifford
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-3-2023, 235–239, https://doi.org/10.5194/isprs-archives-XLVIII-M-3-2023-235-2023,https://doi.org/10.5194/isprs-archives-XLVIII-M-3-2023-235-2023, 2023
MULTIPLE OIL PAD DETECTION USING DEEP LEARNING
A. Giri, V. V. Sajith Variyar, V. Sowmya, R. Sivanpillai, and K. P. Soman
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-M-2-2022, 91–96, https://doi.org/10.5194/isprs-archives-XLVI-M-2-2022-91-2022,https://doi.org/10.5194/isprs-archives-XLVI-M-2-2022-91-2022, 2022
EXTRACTING WATER BODIES IN RGB IMAGES USING DEEPLABV3+ ALGORITHM
A. Harika, R. Sivanpillai, V. V. Sajith Variyar, and V. Sowmya
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-M-2-2022, 97–101, https://doi.org/10.5194/isprs-archives-XLVI-M-2-2022-97-2022,https://doi.org/10.5194/isprs-archives-XLVI-M-2-2022-97-2022, 2022
INFLUENCE OF ADDITIONAL SPECTRAL BANDS FOR EPIPHYTE SEGMENTATION ON DRU-NET
A. K. Menon, V. V. Sajith Variyar, R. Sivanpillai, V. Sowmya, G. K. Brown, and K. P. Soman
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-M-2-2022, 159–163, https://doi.org/10.5194/isprs-archives-XLVI-M-2-2022-159-2022,https://doi.org/10.5194/isprs-archives-XLVI-M-2-2022-159-2022, 2022
ANALYSIS OF FOUR GENERATOR ARCHITECTURES OF C-GAN, LOSS FUNCTION, AND ANNOTATION METHOD FOR EPIPHYTE IDENTIFICATION
V. V. Sajithvariyar, S. Aswin, V. Sowmya, K. P. Soman, R. Sivanpillai, and G. K. Brown
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIV-M-3-2021, 149–153, https://doi.org/10.5194/isprs-archives-XLIV-M-3-2021-149-2021,https://doi.org/10.5194/isprs-archives-XLIV-M-3-2021-149-2021, 2021
