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Št. zadetkov: 2
Object detection with constellations of keypoints
Domen Rački, Matej Kristan, Thomas Pock
Magistrsko delo
Oznake: one-shot learning;keypoints;geometry;variance;constellation;object detection;SIFT;GHT;MLESAC;MND;computer science;computer and information science;master's degree;
Feature-based object detection methods rely on the discriminative nature of features in order to accurately determine the location of a specific object in a test image. From a set of detected features, non-discriminative features are filtered out by means of a similarity threshold, meaning that if ...
Leto: 2015 Vir: Fakulteta za računalništvo in informatiko (UL FRI)
Algorithms for solving tensor completion problem and its application for reconstruction of images
Una Sekulović, Aljaž Zalar, Thomas Pock
Magistrsko delo
Oznake: image reconstruction;tensor completion problem;patch-based algorithms;singular value decomposition;
The tensor completion problem asks to complete a partially known tensor such that the rank of the completion is the smallest possible. In this thesis, we present the mathematical background of six algorithms used to solve this problem (HaLRTC, T-SVD, WangLRTC, TNN, TNN_DCT, SPC). We implement and co ...
Leto: 2024 Vir: Fakulteta za računalništvo in informatiko (UL FRI)
Št. zadetkov: 2
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