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1. Object detection with constellations of keypoints
Domen Rački, 2015, master's thesis

Keywords: one-shot learning, keypoints, geometry, variance, constellation, object detection, SIFT, GHT, MLESAC, MND, computer science, computer and information science, master's degree
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2. Discriminative correlation filter with segmentation and context for robust tracking
Ajda Lampe, 2020, master's thesis/paper

Keywords: computer vision, visual object tracking, tracking by detection, correlation, segmentation
Full text (file, 19,82 MB)

3. An approximate GEMM unit for energy-efficient object detection
Ratko Pilipović, Vladimir Risojević, Janko Božič, Patricio Bulić, Uroš Lotrič, 2021, original scientific article

Keywords: approximate computing, logarithmic multiplier, computer arithmetic, energy-efficient processing, tensor core, approximate general matrix multiplication, GEMM, matrix core, approximate multipliers, convolutional neural networks, object detection, YOLOv4-tiny, honeybee detection
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