Essays about: "Siamese Network"

Showing result 1 - 5 of 23 essays containing the words Siamese Network.

1. 1. Privacy Preserving Biometric Multi-factor Authentication

   University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

   Author : Emil Gedenryd; [2023]
   Keywords : Fully Homomorphic Encryption; Machine Learning; Biometric Authentication; Technology and Engineering;

   Abstract : This thesis investigates the viability of using Fully Homomorphic Encryption and Machine Learning to construct a privacy-preserving biometric multi-factor authentication system. The system is based on the architecture described as ”Model K - Store distributed, compare distributed” in ISO/IEC 24745:2022 and uses the Torus Fully Homomorphic Encryption scheme proposed by Chillotti et al. READ MORE

3. 2. A Bidirectional ApproachApplied on Deeper and WiderSiamese Network

   University essay from Uppsala universitet/Institutionen för informationsteknologi

   Author : Tobias Arnehall Johansson; [2023]
   Keywords : ;

   Abstract : Object tracking and object detection are two components within computer vision that have been widely improved during the last decade, in terms of precision and speed. This is mainly because deep learning has been incorporatedinto the algorithms, but also because new techniques and insights within the area are frequently released. READ MORE

4. 3. Deep neural networks for food waste analysis and classification : Subtraction-based methods for the case of data scarcity

   University essay from Uppsala universitet/Signaler och system

   Author : David Brunell; [2022]
   Keywords : Siamese network; convolutional neural network;

   Abstract : Machine learning generally requires large amounts of data, however data is often limited. On the whole the amount of data needed grows with the complexity of the problem to be solved. Utilising transfer learning, data augmentation and problem reduction, acceptable performance can be achieved with limited data for a multitude of tasks. READ MORE

5. 4. Duplicate detection of multimodal and domain-specific trouble reports when having few samples : An evaluation of models using natural language processing, machine learning, and Siamese networks pre-trained on automatically labeled data

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Viktor Karlstrand; [2022]
   Keywords : Duplicate detection; Bug reports; Trouble reports; Natural language processing; Information retrieval; Machine learning; Siamese neural network; Transformers; Automated data labeling; Shapley values; Dubblettdetektering; Felrapporter; Buggrapporter; Naturlig språkbehandling; Informationssökning; Maskininlärning; Siamesiska neurala nätverk; Transformatorer; Automatiserad datamärkning; Shapley-värden;

   Abstract : Trouble and bug reports are essential in software maintenance and for identifying faults—a challenging and time-consuming task. In cases when the fault and reports are similar or identical to previous and already resolved ones, the effort can be reduced significantly making the prospect of automatically detecting duplicates very compelling. READ MORE

6. 5. VTG-Fusion : A GAN-ViT-Based Infrared and Visible ImageFusion Method

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Geng Jiaqi; [2022]
   Keywords : Infrared and visible image fusion; deep learning; Generative adversarial network; Transformer; Infraröd och synlig bildfusion; djupinlärning; GAN; Transformator;

   Abstract : Infrared and visible image fusion targets generating one image with texture details from visible images and highlighted objects from the infrared images. It has been widely used in object recognition and object detection. READ MORE