176 citations · 871 across the 49 of their papers we have counts for
57 papers
Modular Transformer Architecture for Precision Agriculture Imaging
Brian Gopalan, Nathalia Nascimento, Vishal Monga
This paper addresses the critical need for efficient and accurate weed segmentation from drone video in precision agriculture. A quality-aware modular deep-learning framework is pr…
Maturity-Aware Active Learning for Semantic Segmentation with Hierarchically-Adaptive Sample Assessment
Amirsaeed Yazdani, Xuelu Li, Vishal Monga
Active Learning (AL) for semantic segmentation is challenging due to heavy class imbalance and different ways of defining "sample" (pixels, areas, etc.), leaving the interpretation…
Iterative, Deep Synthetic Aperture Sonar Image Segmentation
Yung-Chen Sun, Isaac D. Gerg, Vishal Monga
Synthetic aperture sonar (SAS) systems produce high-resolution images of the seabed environment. Moreover, deep learning has demonstrated superior ability in finding robust feature…
Surface Defect Detection and Evaluation for Marine Vessels using Multi-Stage Deep Learning
Li Yu, Kareem Metwaly, James Z. Wang +1
Detecting and evaluating surface coating defects is important for marine vessel maintenance. Currently, the assessment is carried out manually by qualified inspectors using interna…
GlideNet: Global, Local and Intrinsic based Dense Embedding NETwork for Multi-category Attributes Prediction
Kareem Metwaly, Aerin Kim, Elliot Branson +1
Attaching attributes (such as color, shape, state, action) to object categories is an important computer vision problem. Attribute prediction has seen exciting recent progress and…
CAR -- Cityscapes Attributes Recognition A Multi-category Attributes Dataset for Autonomous Vehicles
Kareem Metwaly, Aerin Kim, Elliot Branson +1
Self-driving vehicles are the future of transportation. With current advancements in this field, the world is getting closer to safe roads with almost zero probability of having ac…