Keyhan Najafian

11 papers Journal 5Unranked 6
YearRankTypeTitle / Venue / Authors
2025 — conf
A Semi-Self-Supervised Approach for Dense-Pattern Video Object Segmentation.
CVPR Workshops
Keyhan Najafian, Farhad Maleki, Lingling Jin, Ian Stavness
2025 J jnl
From Semantic To Instance: A Semi-Self-Supervised Learning Approach.
CoRR
Keyhan Najafian, Farhad Maleki, Lingling Jin, Ian Stavness
2024 — conf
Beyond Annotations: Efficient Wheat Head Segmentation Using L-Systems, Game Engines, and Student-Teacher Models.
ECCV Workshops (3)
Hosein Beheshtifard, Elijah Mickelson, Keyhan Najafian, Farhad Maleki
2024 J jnl
DVOS: Self-Supervised Dense-Pattern Video Object Segmentation.
CoRR
Keyhan Najafian, Farhad Maleki, Ian Stavness, Lingling Jin
2024 J jnl
Efficient Wheat Head Segmentation with Minimal Annotation: A Generative Approach.
J. Imaging
Jaden Myers, Keyhan Najafian, Farhad Maleki, Katie L. Ovens
2024 J jnl
Modified CycleGAN for the synthesization of samples for wheat head segmentation.
CoRR
Jaden Myers, Keyhan Najafian, Farhad Maleki, Katie L. Ovens
2024 — conf
SynthSet: Generative Diffusion Model for Semantic Segmentation in Precision Agriculture.
ECCV Workshops (3)
Andrew Heschl, Mauricio Murillo, Keyhan Najafian, Farhad Maleki
2024 J jnl
SynthSet: Generative Diffusion Model for Semantic Segmentation in Precision Agriculture.
CoRR
Andrew Heschl, Mauricio Murillo, Keyhan Najafian, Farhad Maleki
2023 — conf
Detection of Fusarium Damaged Kernels in Wheat Using Deep Semi-Supervised Learning on a Novel WheatSeedBelt Dataset.
ICCV (Workshops)
Keyhan Najafian, Lingling Jin, H. Randy Kutcher, Mackenzie Hladun, Samuel Horovatin, Maria Alejandra Oviedo-Ludena, Sheila Maria Pereira De Andrade, Lipu Wang, Ian Stavness
2021 — conf
A Deep Learning-Based Pipeline for Celiac Disease Diagnosis Using Histopathological Images.
CAIP (1)
Farhad Maleki, Kevin Cote, Keyhan Najafian, Katie L. Ovens, Yan Miao, Rita Zakarian, Caroline Reinhold, Reza Forghani, Peter Savadjiev, Zu-hua Gao
2021 — conf
A Semi-self-supervised Learning Approach for Wheat Head Detection using Extremely Small Number of Labeled Samples.
ICCVW
Keyhan Najafian, Alireza Ghanbari, Ian Stavness, Lingling Jin, Gholam Hassan Shirdel, Farhad Maleki