10 citations · 16 across the 15 of their papers we have counts for
15 papers
LLM-VLM Fusion Framework for Autonomous Maritime Port Inspection using a Heterogeneous UAV-USV System
Muhayy Ud Din, Waseem Akram, Ahsan B. Bakht +1
Maritime port inspection plays a critical role in ensuring safety, regulatory compliance, and operational efficiency in complex maritime environments. However, existing inspection…
Lang2Manip: A Tool for LLM-Based Symbolic-to-Geometric Planning for Manipulation
Muhayy Ud Din, Jan Rosell, Waseem Akram +1
Simulation is essential for developing robotic manipulation systems, particularly for task and motion planning (TAMP), where symbolic reasoning interfaces with geometric, kinematic…
AquaChat++: LLM-Assisted Multi-ROV Inspection for Aquaculture Net Pens with Integrated Battery Management and Thruster Fault Tolerance
Abdelhaleem Saad, Waseem Akram, Irfan Hussain
Inspection of aquaculture net pens is essential for ensuring the structural integrity and sustainable operation of offshore fish farming systems. Traditional methods, typically bas…
AquaChat: An LLM-Guided ROV Framework for Adaptive Inspection of Aquaculture Net Pens
Waseem Akram, Muhayy Ud Din, Abdelhaleem Saad +1
Inspection of aquaculture net pens is essential for maintaining the structural integrity, biosecurity, and operational efficiency of fish farming systems. Traditional inspection ap…
A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming
Waseem Akram, Muhayy Ud Din, Lyes Saad Soud +1
Generative Artificial Intelligence (GAI) has rapidly emerged as a transformative force in aquaculture, enabling intelligent synthesis of multimodal data, including text, images, au…
Vision Language Action Models in Robotic Manipulation: A Systematic Review
Muhayy Ud Din, Waseem Akram, Lyes Saad Saoud +2
Vision Language Action (VLA) models represent a transformative shift in robotics, with the aim of unifying visual perception, natural language understanding, and embodied control w…
Maritime Mission Planning for Unmanned Surface Vessel using Large Language Model
Muhayy Ud Din, Waseem Akram, Ahsan B Bakht +2
Unmanned Surface Vessels (USVs) are essential for various maritime operations. USV mission planning approach offers autonomous solutions for monitoring, surveillance, and logistics…
Benchmarking Vision-Based Object Tracking for USVs in Complex Maritime Environments
Muhayy Ud Din, Ahsan B. Bakht, Waseem Akram +3
Vision-based target tracking is crucial for unmanned surface vehicles (USVs) to perform tasks such as inspection, monitoring, and surveillance. However, real-time tracking in compl…
LLM-guided Task and Motion Planning using Knowledge-based Reasoning
Muhayy Ud Din, Jan Rosell, Waseem Akram +3
Performing complex manipulation tasks in dynamic environments requires efficient Task and Motion Planning (TAMP) approaches that combine high-level symbolic plans with low-level mo…
Long-Range Vision-Based UAV-assisted Localization for Unmanned Surface Vehicles
Waseem Akram, Siyuan Yang, Hailiang Kuang +7
The global positioning system (GPS) has become an indispensable navigation method for field operations with unmanned surface vehicles (USVs) in marine environments. However, GPS ma…
MuLA-GAN: Multi-Level Attention GAN for Enhanced Underwater Visibility
Ahsan Baidar Bakht, Zikai Jia, Muhayy ud Din +6
The underwater environment presents unique challenges, including color distortions, reduced contrast, and blurriness, hindering accurate analysis. In this work, we introduce MuLA-G…
Marine: Design and Implementation of Unmanned Surface Vessel for Vision Guided Navigation
Muhayy Ud Din, Ahmed Humais, Waseem Akram +5
Marine robots, particularly Unmanned Surface Vessels (USVs), have gained considerable attention for their diverse applications in maritime tasks, including search and rescue, envir…
Evaluating Deep Learning Assisted Automated Aquaculture Net Pens Inspection Using ROV
Waseem Akram, Muhayyuddin Ahmed, Lakmal Seneviratne +1
In marine aquaculture, inspecting sea cages is an essential activity for managing both the facilities' environmental impact and the quality of the fish development process. Fish es…
Vision-Based Autonomous Navigation for Unmanned Surface Vessel in Extreme Marine Conditions
Muhayyuddin Ahmed, Ahsan Baidar Bakht, Taimur Hassan +6
Visual perception is an important component for autonomous navigation of unmanned surface vessels (USV), particularly for the tasks related to autonomous inspection and tracking. T…
Autonomous Underwater Robotic System for Aquaculture Applications
Waseem Akram, Muhayyuddin Ahmed, Lakmal Seneviratne +1
Aquaculture is a thriving food-producing sector producing over half of the global fish consumption. However, these aquafarms pose significant challenges such as biofouling, vegetat…