David Moloney

Publication Activity (10 Years)

Years Active: 1995-2021
Publications (10 Years): 36

Top Topics

Scene Reconstruction

Human Body Tracking

Object Recognition

Convolutional Neural Network

Top Venues

Hot Chips Symposium

Publications

Vasileios Leon, George Lentaris, Evangelos Petrongonas, Dimitrios Soudris, Gianluca Furano, Antonis Tavoularis, David Moloney
Improving Performance-Power-Programmability in Space Avionics with Edge Devices: VBN on Myriad2 SoC. ACM Trans. Embed. Comput. Syst. 20 (3) (2021)
Tejas Pandey, Dexmont Peña, Jonathan Byrne, David Moloney
Leveraging Deep Learning for Visual Odometry Using Optical Flow. Sensors 21 (4) (2021)
David Rijlaarsdam, Hamza Yous, Jonathan Byrne, Davide Oddenino, Gianluca Furano, David Moloney
A Survey of Lost-in-Space Star Identification Algorithms Since 2009. Sensors 20 (9) (2020)
Monodeep Kar, Amit Agarwal, Steven Hsu, David Moloney, Gregory K. Chen, Raghavan Kumar, Huseyin Sumbul, Phil V. Knag, Mark A. Anders, Himanshu Kaul, Jonathan Byrne, Luca Sarti, Ram Krishnamurthy, Vivek De
A Ray-Casting Accelerator in 10nm CMOS for Efficient 3D Scene Reconstruction in Edge Robotics and Augmented Reality Applications. VLSI Circuits (2020)
David Rijlaarsdam, Hamza Yous, Jonathan Byrne, Davide Oddenino, Gianluca Furano, David Moloney
Efficient Star Identification Using a Neural Network. Sensors 20 (13) (2020)
Ananya Gupta, Jonathan Byrne, David Moloney, Simon Watson, Hujun Yin
Tree Annotations in LiDAR Data Using Point Densities and Convolutional Neural Networks. CoRR (2020)
Ananya Gupta, Jonathan Byrne, David Moloney, Simon Watson, Hujun Yin
Tree Annotations in LiDAR Data Using Point Densities and Convolutional Neural Networks. IEEE Trans. Geosci. Remote. Sens. 58 (2) (2020)
Xiaofan Xu, Sam Caulfield, Joao Amaro, Gabriel Falcão, David Moloney
1.2 Watt Classification of 3D Voxel Based Point-clouds using a CNN on a Neural Compute Stick. Neurocomputing 393 (2020)
Tomaso Cetto, Jonathan Byrne, Xiaofan Xu, David Moloney
Size/Accuracy Trade-Off in Convolutional Neural Networks: An Evolutionary Approach. INNSBDDL (2019)
José Luis Espinosa-Aranda, Noelia Vállez, Jose M. Rico-Saavedra, Javier Parra-Patino, Gloria Bueno García, Matteo Sorci, David Moloney, Dexmont Peña, Oscar Déniz-Suárez
Smart Doll: Emotion Recognition Using Embedded Deep Learning. Symmetry 10 (9) (2018)
Athanasios Xygkis, Lazaros Papadopoulos, David Moloney, Dimitrios Soudris, Sofiane Yous
Efficient winograd-based convolution kernel implementation on edge devices. DAC (2018)
Ananya Gupta, Jonathan Byrne, David Moloney, Simon Watson, Hujun Yin
Automatic Tree Annotation in LiDAR Data. GISTAM (2018)
Sergio Rivas-Gomez, Antonio J. Peña, David Moloney, Erwin Laure, Stefano Markidis
Exploring the Vision Processing Unit as Co-Processor for Inference. IPDPS Workshops (2018)
Kevin Lee, Anton Shmatov, Jonathan Byrne, David Moloney
Digital Scene Augmentation Techniques for Generating Photo-Realistic Virtual Crowds. GEM (2018)
Leonie Buckley, Jonathan Byrne, David Moloney
Investigating the Use of Primes in Hashing for Volumetric Data. GISTAM (2018)
Leonie Buckley, Jonathan Byrne, David Moloney
Investigating the Impact of Suboptimal Hashing Functions. GEM (2018)
Jonathan Byrne, Leonie Buckley, Sam Caulfield, David Moloney
VOLA: A Compact Volumetric Format for 3D Mapping and Embedded Systems. GISTAM (2018)
Jelena Milosevic, Dexmont Peña, Andrew Forembsky, David Moloney, Miroslaw Malek
It All Matters: Reporting Accuracy, Inference Time and Power Consumption for Face Emotion Recognition on Embedded Systems. CoRR (2018)
Sergio Rivas-Gomez, Antonio J. Peña, David Moloney, Erwin Laure, Stefano Markidis
Exploring the Vision Processing Unit as Co-processor for Inference. CoRR (2018)
Jonathan Byrne, Sam Caulfield, Leonie Buckley, Xiaofan Xu, Dexmont Peña, Gary Baugh, David Moloney
Applications of the VOLA format for 3D data knowledge discovery. ICNC-FSKD (2017)
Xiaofan Xu, Joao Amaro, Sam Caulfield, Andrew Forembski, Gabriel Falcão, David Moloney
Convolutional neural network on neural compute stick for voxelized point-clouds classification. CISP-BMEI (2017)
Alireza Dehghani, David Moloney, Xiaofan Xu
Face detection speed improvement using bitmap-based Histogram of Oriented gradien. IWSSIP (2017)
Xiaofan Xu, Joao Amaro, Sam Caulfield, Gabriel Falcão, David Moloney
Classify 3D voxel based point-cloud using convolutional neural network on a neural compute stick. ICNC-FSKD (2017)
Kevin Lee, David Moloney
Evaluation of synthetic data for deep learning stereo depth algorithms on embedded platforms. ICSAI (2017)
Alessandro Palla, David Moloney, Luca Fanucci
Scene Reconstruction from a Single Depth Image Using 3D CNN. ICCBB (2017)
Oscar Déniz-Suárez, Noelia Vállez, José Luis Espinosa-Aranda, Jose M. Rico-Saavedra, Javier Parra-Patino, Gloria Bueno García, David Moloney, Alireza Dehghani, Aubrey K. Dunne, Alain Pagani, Stephan Krauß, Ruben Reiser, Martin Waeny, Matteo Sorci, Tim Llewellynn, Christian Fedorczak, Thierry Larmoire, Marco Herbst, Andre Seirafi, Kasra Seirafi
Eyes of Things. Sensors 17 (5) (2017)
Noelia Vállez, José Luis Espinosa-Aranda, Jose M. Rico-Saavedra, Javier Parra-Patino, Oscar Déniz, Alain Pagani, Stephan Krauß, Ruben Reiser, Didier Stricker, David Moloney, Alireza Dehghani, Aubrey K. Dunne, Dexmont Peña, Martin Waeny, Pedro Santos, Matteo Sorci, Tim Llewellynn, Christian Fedorczak, Thierry Larmoire, Elodie Roche, Marco Herbst, Andre Seirafi, Kasra Seirafi
Eyes of Things. IC2E (2017)
Alessandro Palla, David Moloney, Luca Fanucci
Fully convolutional denoising autoencoder for 3D scene reconstruction from a single depth image. ICSAI (2017)
David Moloney
Embedded deep neural networks: "The cost of everything and the value of nothing". Hot Chips Symposium (2016)
Xiaofan Xu, David Corrigan, Alireza Dehghani, Sam Caulfield, David Moloney
3D Object Recognition Based on Volumetric Representation Using Convolutional Neural Networks. AMDO (2016)
Leonie Buckley, Sam Caulfield, David Moloney
MvEcho - acoustic response modelling for auralisation. Hot Chips Symposium (2016)
David Moloney
HW acceleration for volumetric applications. Hot Chips Symposium (2016)
Luca Puglia, Mircea Ionica, Giancarlo Raiconi, David Moloney
Passive dense stereo vision on the Myriad2 VPU. Hot Chips Symposium (2016)
Leonie Buckley, Sam Caulfield, David Moloney
MvEcho. Hot Chips Symposium (2016)
Xiaofan Xu, Alireza Dehghani, David Corrigan, Sam Caulfield, David Moloney
Convolutional Neural Network for 3D object recognition using volumetric representation. SPLINE (2016)
Alireza Dehghani, David Moloney, Ivan Griffin
Object recognition speed improvement using BITMAP-HoG. ICIP (2016)
Erkan Diken, Martin J. O'Riordan, Roel Jordans, Lech Józwiak, Henk Corporaal, David Moloney
Mixed-length SIMD code generation for VLIW architectures with multiple native vector-widths. ASAP (2015)
David Moloney, Oscar Déniz-Suárez
A Vision for the Future [Soapbox]. IEEE Consumer Electron. Mag. 4 (2) (2015)
Brendan Barry, Cormac Brick, Fergal Connor, David Donohoe, David Moloney, Richard Richmond, Martin J. O'Riordan, Vasile Toma
Always-on Vision Processing Unit for Mobile Applications. IEEE Micro 35 (2) (2015)
Tomasz Szydzik, David Moloney
fp64 on myriad. Hot Chips Symposium (2014)
Alireza Dehghani, Alistair Sutherland, David Moloney, Dexmont Peña
An improved interest point matching algorithm for human body tracking. IPAS (2014)
Tomasz Szydzik, Marius Farcas, Valeriu Ohan, David Moloney
Level-3 BLAS on myriad multi-core media-processor SoC. Hot Chips Symposium (2014)
David Moloney, Brendan Barry, Richard Richmond, Fergal Connor, Cormac Brick, David Donohoe
Myriad 2: Eye of the computational vision storm. Hot Chips Symposium (2014)
Siegfried Benkner, Sabri Pllana, Jesper Larsson Träff, Philippas Tsigas, Uwe Dolinsky, Cédric Augonnet, Beverly Bachmayer, Christoph W. Kessler, David Moloney, Vitaly Osipov
PEPPHER: Efficient and Productive Usage of Hybrid Computing Systems. IEEE Micro 31 (5) (2011)
Siegfried Benkner, Sabri Pllana, Jesper Larsson Träff, Philippas Tsigas, Andrew Richards, Raymond Namyst, Beverly Bachmayer, Christoph W. Kessler, David Moloney, Peter Sanders
The PEPPHER Approach to Programmability and Performance Portability for Heterogeneous many-core Architectures. PARCO (2011)
David Moloney
1TOPS/W software programmable media processor. Hot Chips Symposium (2011)
David Gregg, Colm McSweeney, Ciarán McElroy, Fergal Connor, Séamas McGettrick, David Moloney, Dermot Geraghty
FPGA based Sparse Matrix Vector Multiplication using Commodity DRAM Memory. FPL (2007)
David Moloney, Dermot Geraghty, Colm McSweeney, Ciarán McElroy
Streaming Sparse Matrix Compression/Decompression. HiPEAC (2005)
Jin Ding, David Moloney, Xiaojun Wang
Aliasing-Free Space and Time Compactions with Limited Overhead. ISQED (2000)
David Moloney, Jerry O'Brien, Eugene O'Rourke, Francesco Brianti
Low-power 200-Msps, area-efficient, five-tap programmable FIR filter [in BiCMOS]. IEEE J. Solid State Circuits 33 (7) (1998)
Maurizio Zuffada, Roberto Alini, Paolo Colletti, Marco Demicheli, Marco Gregori, David Moloney, Salvatore Portaluri, Fabrizio Sacchi, Sadik O. Arf, Vincent Condito, Rinaldo Castello
A single-chip 9-32 mb/s read/write channel for disk-drive applications. IEEE J. Solid State Circuits 30 (6) (1995)