Browsing by Subject "Siamese Network"
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Deep Learning based approach for Handwritten Gujarati Word Image Matching
(2021)Information retrieval from scanned handwritten digital copies is a very challenging task especially in Indian scripts like Gujarati due to the presence of joint and conjuct characters as well as matras, cursive nature and ... -
Impact of Image Enhancement on Multi-Object Tracking in Underwater Scenario
(Dhirubhai Ambani Institute of Information and Communication Technology, 2023)This thesis examines the impact of image enhancement techniques on multi-objecttracking (MOT) performance using four deep learning models: Long Short-TermMemory (LSTM), Vision Transformer, Siamese Network, and Convolutional ...