Search Results for author: Ahmed Nabil Belbachir

Found 6 papers, 0 papers with code

Precision in Building Extraction: Comparing Shallow and Deep Models using LiDAR Data

no code implementations21 Sep 2023 Muhammad Sulaiman, Mina Farmanbar, Ahmed Nabil Belbachir, Chunming Rong

This article targets shallow models due to their interpretable nature to assess the presence of LiDAR data for supervised segmentation.

Management Task 2

Saliency Can Be All You Need In Contrastive Self-Supervised Learning

no code implementations30 Oct 2022 Veysel Kocaman, Ofer M. Shir, Thomas Bäck, Ahmed Nabil Belbachir

We propose an augmentation policy for Contrastive Self-Supervised Learning (SSL) in the form of an already established Salient Image Segmentation technique entitled Global Contrast based Salient Region Detection.

Image Segmentation Segmentation +2

The Vision of Self-Evolving Computing Systems

no code implementations14 Apr 2022 Danny Weyns, Thomas Baeck, Rene Vidal, Xin Yao, Ahmed Nabil Belbachir

We motivate the need for self-evolving computing systems in light of the state of the art, outline a conceptual architecture of self-evolving computing systems, and illustrate the architecture for a future smart city mobility system that needs to evolve continuously with changing conditions.

Lifelong Computing

no code implementations19 Aug 2021 Danny Weyns, Thomas Bäck, Renè Vidal, Xin Yao, Ahmed Nabil Belbachir

When detecting anomalies, novelties, new goals or constraints, a lifelong computing system activates an evolutionary self-learning engine that runs online experiments to determine how the computing-learning system needs to evolve to deal with the changes, thereby changing its architecture and integrating new computing elements from computing warehouses as needed.

Self-Learning

Event-Driven Stereo Matching for Real-Time 3D Panoramic Vision

no code implementations CVPR 2015 Stephan Schraml, Ahmed Nabil Belbachir, Horst Bischof

This paper presents a stereo matching approach for a novel multi-perspective panoramic stereo vision system, making use of asynchronous and non-simultaneous stereo imaging towards real-time 3D 360deg vision.

Stereo Matching Stereo Matching Hand

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