15 citations · 23 across the 7 of their papers we have counts for
9 papers
Few-shot Class-incremental Learning for Classification and Object Detection: A Survey
Jinghua Zhang, Li Liu, Olli Silvén +2
Few-shot Class-Incremental Learning (FSCIL) presents a unique challenge in Machine Learning (ML), as it necessitates the Incremental Learning (IL) of new classes from sparsely labe…
Non-Contact Heart Rate Measurement from Deteriorated Videos
Nhi Nguyen, Le Nguyen, Constantino Álvarez Casado +2
Remote photoplethysmography (rPPG) offers a state-of-the-art, non-contact methodology for estimating human pulse by analyzing facial videos. Despite its potential, rPPG methods can…
Challenges of Artificial Intelligence -- From Machine Learning and Computer Vision to Emotional Intelligence
Matti Pietikäinen, Olli Silven
Artificial intelligence (AI) has become a part of everyday conversation and our lives. It is considered as the new electricity that is revolutionizing the world. AI is heavily inve…
DQN-based Beamforming for Uplink mmWave Cellular-Connected UAVs
Susarla Praneeth, Gouda Bikshapathi, Deng Yansha +3
Unmanned aerial vehicles (UAVs) are the emerging vital components of millimeter wave (mmWave) wireless systems. Accurate beam alignment is essential for efficient beam-based mmWave…
Decision Triggered Data Transmission and Collection in Industrial Internet of Things
Jiguang He, Long Kong, Tero Frondelius +2
We propose a decision triggered data transmission and collection (DTDTC) protocol for condition monitoring and anomaly detection in the industrial Internet of things (IIoT). In the…
Large Intelligent Surface for Positioning in Millimeter Wave MIMO Systems
Jiguang He, Henk Wymeersch, Long Kong +2
Millimeter-wave (mmWave) multiple-input multiple-output (MIMO) system for the fifth generation (5G) cellular communications can also enable single-anchor positioning and object tra…
Transport Triggered Array Processor for Vision Applications
Mehdi Safarpour, Ilkka Hautala, Miguel Bordallo Lopez +1
Low-level sensory data processing in many Internet-of-Things (IoT) devices pursue energy efficiency by utilizing sleep modes or slowing the clocking to the minimum. To curb the sha…
A Reconfigurable Dual-Mode Tracking SAR ADC without Analog Subtraction
Mehdi Safarpour, Reza Inanlou, Olli Silven +2
In this contribution, it is proposes to limit the quantization search space of a successive approximation analog-to-digital converter through an analytic derivation of maximum poss…
Design of a Unified Transport Triggered Processor for LDPC/Turbo Decoder
Shahriar Shahabuddin, Janne Janhunen, Muhammet Fatih Bayramoglu +3
This paper summarizes the design of a programmable processor with transport triggered architecture (TTA) for decoding LDPC and turbo codes. The processor architecture is designed i…