10 citations · 22 across the 10 of their papers we have counts for
10 papers
FDCT: Frequency-Aware Decomposition and Cross-Modal Token-Alignment for Multi-Sensor Target Classification
Shoaib Meraj Sami, Md Mahedi Hasan, Nasser M. Nasrabadi +1
In automatic target recognition (ATR) systems, sensors may fail to capture discriminative, fine-grained detail features due to environmental conditions, noise created by CMOS chips…
CLFace: A Scalable and Resource-Efficient Continual Learning Framework for Lifelong Face Recognition
Md Mahedi Hasan, Shoaib Meraj Sami, Nasser Nasrabadi
An important aspect of deploying face recognition (FR) algorithms in real-world applications is their ability to learn new face identities from a continuous data stream. However, t…
MGHF: Multi-Granular High-Frequency Perceptual Loss for Image Super-Resolution
Shoaib Meraj Sami, Md Mahedi Hasan, Mohammad Saeed Ebrahimi Saadabadi +3
While different variants of perceptual losses have been employed in super-resolution literature to synthesize more realistic, appealing, and detailed high-resolution images, most a…
Contrastive Learning and Cycle Consistency-based Transductive Transfer Learning for Target Annotation
Shoaib Meraj Sami, Md Mahedi Hasan, Nasser M. Nasrabadi +1
Annotating automatic target recognition (ATR) is a highly challenging task, primarily due to the unavailability of labeled data in the target domain. Hence, it is essential to cons…
Text-Guided Face Recognition using Multi-Granularity Cross-Modal Contrastive Learning
Md Mahedi Hasan, Shoaib Meraj Sami, Nasser Nasrabadi
State-of-the-art face recognition (FR) models often experience a significant performance drop when dealing with facial images in surveillance scenarios where images are in low qual…
Deep Transductive Transfer Learning for Automatic Target Recognition
Shoaib M. Sami, Nasser M. Nasrabadi, Raghuveer Rao
One of the major obstacles in designing an automatic target recognition (ATR) algorithm, is that there are often labeled images in one domain (i.e., infrared source domain) but no…
Robust Ensemble Morph Detection with Domain Generalization
Hossein Kashiani, Shoaib Meraj Sami, Sobhan Soleymani +1
Although a substantial amount of studies is dedicated to morph detection, most of them fail to generalize for morph faces outside of their training paradigm. Moreover, recent morph…
Benchmarking Human Face Similarity Using Identical Twins
Shoaib Meraj Sami, John McCauley, Sobhan Soleymani +2
The problem of distinguishing identical twins and non-twin look-alikes in automated facial recognition (FR) applications has become increasingly important with the widespread adopt…
Power Transformer Fault Diagnosis with Intrinsic Time-scale Decomposition and XGBoost Classifier
Shoaib Meraj Sami, Mohammed Imamul Hassan Bhuiyan
An intrinsic time-scale decomposition (ITD) based method for power transformer fault diagnosis is proposed. Dissolved gas analysis (DGA) parameters are ranked according to their sk…
An EMD-based Method for the Detection of Power Transformer Faults with a Hierarchical Ensemble Classifier
Shoaib Meraj Sami, Mohammed Imamul Hassan Bhuiyan
In this paper, an Empirical Mode Decomposition-based method is proposed for the detection of transformer faults from Dissolve gas analysis (DGA) data. Ratio-based DGA parameters ar…