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2 articles for “Siamese Networks”

• Published Subscription 12 Jun 2023

  An Accuracy Improvement in Facial Verification through Siamese Neural Networks

  By Anjani Kumar, Ojus Kumar, Harsh Kumar, Naman Priyadarshi

  Abstract: Due to the ever-growing number of digital photos on the Internet, the task of automatically analysing images to extract semantic content has become quite important in recent years. In order to successfully organize the photographs, image indexing and image retrieval strategies need top-notch, effective image analysis and pattern recognition algorithms that can extract relevant semantic data. Face recognition plays a critical role in a variety of real-world applications, including AI-driven …

  Published in Journal of Image Processing & Pattern Recognition Progress · Vol. 10, Issue 2, 2023 · pp. 1–9 Read article →

• Published Subscription Case Study 10 Jul 2025

  Empowering Vehicle: The Impact of Deep and Reinforcement Learning in IoV

  By Motashim Rasool, Uvais Ahmad, Rizwan Akhtar, Shamim Ansari, Saumya Singh

  Abstract: Deep learning and reinforcement learning represent two pivotal pillars within the realm of artificial intelligence and machine learning, bearing transformative potential in the domain of the Internet of Vehicles (IoV). This abstract explores the multifaceted applications of these cutting-edge techniques within the IoV framework. Deep learning, exemplified by convolution neural networks (CNNs) and recurrent neural networks (RNNs), empowers IoV systems with the prowess to discern complex patterns in sensory data. …

  Published in International Journal of Advanced Robotics and Automation Technology · Vol. 3, Issue 2, 2025 · pp. 1–12 Read article →