6 citations · 18 across the 10 of their papers we have counts for
11 papers
Interpretable Physics Informed WiFi Indoor Localization: Learning an Effective Access Point Geometry and Using It to Prune
Arshia Eftekhari zadeh, Rezvan Nasiri, Hadi Moradi
Deep learning models can achieve high accuracy for indoor localization, but their black-box nature limits interpretability and the reuse of learned information. We propose a hierar…
Fast Online and Relational Tracking
Mohammad Hossein Nasseri, Mohammadreza Babaee, Hadi Moradi +1
To overcome challenges in multiple object tracking task, recent algorithms use interaction cues alongside motion and appearance features. These algorithms use graph neural networks…
Self-attention Presents Low-dimensional Knowledge Graph Embeddings for Link Prediction
Peyman Baghershahi, Reshad Hosseini, Hadi Moradi
A few models have tried to tackle the link prediction problem, also known as knowledge graph completion, by embedding knowledge graphs in comparably lower dimensions. However, the…
TEASEL: A Transformer-Based Speech-Prefixed Language Model
Mehdi Arjmand, Mohammad Javad Dousti, Hadi Moradi
Multimodal language analysis is a burgeoning field of NLP that aims to simultaneously model a speaker's words, acoustical annotations, and facial expressions. In this area, lexicon…
Solving Viewing Graph Optimization for Simultaneous Position and Rotation Registration
Seyed-Mahdi Nasiri, Reshad Hosseini, Hadi Moradi
A viewing graph is a set of unknown camera poses, as the vertices, and the observed relative motions, as the edges. Solving the viewing graph is an essential step in a Structure-fr…
Learning with partially separable data
Aida Khozaei, Hadi Moradi, Reshad Hosseini
There are partially separable data types that make classification tasks very hard. In other words, only parts of the data are informative meaning that looking at the rest of the da…
Simple online and real-time tracking with occlusion handling
Mohammad Hossein Nasseri, Hadi Moradi, Reshad Hosseini +1
Multiple object tracking is a challenging problem in computer vision due to difficulty in dealing with motion prediction, occlusion handling, and object re-identification. Many rec…
Crossbreeding in Random Forest
Abolfazl Nadi, Hadi Moradi, Khalil Taheri
Ensemble learning methods are designed to benefit from multiple learning algorithms for better predictive performance. The tradeoff of this improved performance is slower speed and…
Correlation between Air and Urban Travelling with New Confirmed Cases of COVID-19 A Case Study
Soheil Shirvani, Anita Ghandehari, Hadi Moradi
COVID-19 which has spread in Iran from February 19, 2020, has infected 202,584 people and killed 9,507 people until June 20, 2020. The immediate suggested solution to prevent the s…
SLTR: Simultaneous Localization of Target and Reflector in NLOS Condition Using Beacons
Muhammad. H Fares, Hadi Moradi, Mahmoud Shahabadi
When the direct view between the target and the observer is not available, due to obstacles with non-zero sizes, the observation is received after reflection from a reflector, this…
A Recursive Least Square Method for 3D Pose Graph Optimization Problem
S. M. Nasiri, Reshad Hosseini, Hadi Moradi
Pose Graph Optimization (PGO) is an important non-convex optimization problem and is the state-of-the-art formulation for SLAM in robotics. It also has applications like camera mot…