On the Synergies between Machine Learning and Binocular Stereo for Depth Estimation from Images: a Survey

Author:

Poggi Matteo1,Tosi Fabio2,Batsos Konstantinos3,Mordohai Philippos4,Mattoccia Stefano5

Affiliation:

1. Department of Computer Science and Engineering, Universita degli Studi di Bologna Dipartimento di Informatica Scienza e Ingegneria, 166478 Bologna, Bologna, Italy, (e-mail: m.poggi@unibo.it)

2. Department of Computer Science and Engineering, Universita degli Studi di Bologna Dipartimento di Informatica Scienza e Ingegneria, 166478 Bologna, Italy, Italy, (e-mail: fabio.tosi5@unibo.it)

3. Computer Science, Stevens Insitute of Technology, Hoboken, New Jersey, United States, (e-mail: kbatsos@stevens.edu)

4. Computer Science, Stevens Insitute of Technology, Hoboken, New Jersey, United States, 07030 (e-mail: Philippos.Mordohai@stevens.edu)

5. Department of Computer Science and Engineering, University of Bologna, Bologna, -- Please Select (only U.S. / Can / Aus), Italy, 40136 (e-mail: stefano.mattoccia@unibo.it)

Funder

National Science Foundation

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Applied Mathematics,Artificial Intelligence,Computational Theory and Mathematics,Computer Vision and Pattern Recognition,Software

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