David Feng

Researcher

Australian National University / Data61
Building 801, North Science Road, Acton
Canberra, AUSTRALIA, 2601

Email:

David Feng

About

I'm a researcher at the Australian National University / Data61. My primary area of interest is low level scene analysis of RGBD images, with application to visual prostheses.

Publications

Conference Papers

  1. HOSO: histogram of surface orientation for RGB-D salient object detection, by D Feng, N Barnes, S You and C McCarthy, in DICTA Nov 2017 (oral). [pdf]
  2. DSD: depth structural descriptor for edge-based assistive navigation, by D Feng, S You and N Barnes, in ACVR/ICCV Oct 2017. [pdf]
  3. Learning RGB-D salient object detection using background enclosure, depth contrast, and top-down features, by R Shigematsu, D Feng, S You and N Barnes, in MBCC/ICCV Oct 2017. [pdf]
  4. Local background enclosure for RGB-D salient object detection, by D Feng, N Barnes, S You and C McCarthy, in CVPR June 2016 (spotlight). [pdf] [project page]
  5. Enhancing scene structure in prosthetic vision using iso-disparity contour perturbance maps, by D Feng and C McCarthy, in EMBC July 2013. [pdf]
  6. Augmenting Intensity to enhance scene structure in prosthetic vision, by C McCarthy, D Feng, and N Barnes, in Proc Workshop Multimodal and Alternative Perception for Visually Impaired People, San Jose, USA, July, 2013. (Best Paper) [pdf]

Journal Articles

  1. Enhancing object contrast using augmented depth improves mobility in patients implanted with a retinal prosthesis, by N Barnes, A Scott, A Stacey, C McCarthy, D Feng, M Petoe, L Ayton, R Dengate, R Guymer, and J Walker, in Investigative Ophthalmology & Visual Science. Vol. 56, no. 7 (Jun 2015), p. 755

Conference Abstracts

  1. A bi-modal visual representation can enhance orientation and mobility performance with less than 20 phosphenes, by D Feng, J Walker, C McCarthy, and N Barnes, in Proceedings of the Association for Research in Vision and Opthamalmology annual meeting (ARVO 2014), Orlando, FL USA, 2014