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I am a fifth year PhD candidate in Dynamical Neuroscience at the Vision and Image Understanding Lab at UCSB, where I am supervised by Miguel Eckstein. My previous experience includes working with Manjunath at the Center for BioImage Informatics at UCSB and with Devi Parikh at the Computer Vision and Machine Perception Lab at Virginia Tech. I have a B.S. in Mechatronics Engineering (Robotics) from Universidad Nacional de Ingenieria in Lima, Peru where I was advised by Alberto Coronado and Elizabeth Villota.

My research is in the intersection of the fields of Computer and Human vision where I have previously worked on image virality at Virginia Tech using different machine learning, psychophysics and computer vision techniques. I currently work on bio-inspired models for object recognition and scene understanding at UCSB. I am also affiliated with the Institute for Collaborative Biotechnologies.

During my PhD, I hope to answer the question of: 'Are biologically inspired human vision models necessary for advanced computer & robot vision? And if so, what aspects should be borrowed and ignored from visual psychology?' More specifically my focus is on understanding the human mechanisms of foveation and peripheral processing, as well as the inverse problem of how advanced computer vision systems may benefit from such peripheral representations. My quest towards answering the two previous questions has led me to perform research at the intersection of vision science, computer vision and machine learning.

You can download my CV here: CV.

You can also find me on Google Scholar, LinkedIn, GitHub, .

contact: deza {at} dyns . ucsb . edu

Recent & Upcoming Talks:

Talk at the Rosenholtz lab at MIT's CSAIL in Summer of 2017 on Peripheral Representations for Artificial Perception Systems.
Talk at Universidad Nacional de Ingenieria (my alma mater) in Lima, Peru in January 2018 about Peripheral Representations for Artificial Perception Systems.
Talk on Peripheral Representations at the SIAM Applied Mathematics Seminar of UCSB in March 2018.
I will be giving a talk at Redwood Center for Theoretical Neuroscience in March 2018 on Peripheral Representations for computational models of Human and Machine Perception.





Pre-Prints Code/Data/Demo
Foveated_Storke.png Arturo Deza, Aditya Jonnalagadda, Miguel P. Eckstein. Towards Metamerism via Foveated Style Transfer ArXiv pre-preint.
Publications Code/Data/Demo
d_prime_heatmaps.png Arturo Deza, Jeffrey R. Peters, Grant S. Taylor, Amit Surana, Miguel P. Eckstein. Attention Allocation Aid for Visual Search. Conference on Human Factors in Computing Systems (CHI), 2017. Video
Piranhas_img.png Arturo Deza, Miguel P. Eckstein, Can Peripheral Representations Improve Clutter Metrics on Complex Scenes? Neural Information Processing Systems (NIPS), 2016 NIPS Poster Spotlight Video Video Demo Code
grumpy_cat.jpg Arturo Deza, Devi Parikh, Understanding Image Virality. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015. Virality Website
Software
Foveal_Colors.png Arturo Deza, Emre Akbas , Miguel P. Eckstein. Piranhas Toolkit: Peripheral Architectures for Natural, Hybrid and Artificial Systems GitHub
Posters and Workshops
Philosoraptor.png Arturo Deza, Devi Parikh, Understanding Image Virality. IEEE CVPR Scene Understanding Worshop (SUNw) nvidia_pic.png Nvidia Best Poster Award, 2015.
VSS_2015.JPG Arturo Deza, Emre Akbas. , Miguel P. Eckstein, Scene Context and Set Size effects in Search. Vision Sciences Society (VSS) - Visual Search, 2015.
Conference & Symposium Talks (The first author delivered each talk)
AAAD.png Amit Surana, Jeff Peters, Arturo Deza, Grant S. Taylor ,Luca Bertuccelli, Francesco Leonardi , Miguel P. Eckstein. Optimal User Attention Allocation in a Multi-tasking Environment. American Controls Conference (ACC) Workshop, 2016.
148.jpg Arturo Deza, Grant S. Taylor , Miguel P. Eckstein, The Influence of Visual Clutter on Search Guidance with Complex Scenes. Vision Sciences Society (VSS) - Visual Search, 2016
Cosyne.png Miguel P. Eckstein, Arturo Deza,Emre Akbas. Spatial Attention with synthetic cues and real scenes. Cosyne, 2016.
Miscellaneous
cuda_logo.png NeuroSurfer (internet alterego) [Solved] Titan X for CUDA 7.5 login-loop error [Ubuntu 14.04] , Nvidia Forums CUDA Drivers for Linux

News:

  • I joined UTRC (United Technologies Research Center) as a Deep Learning Intern over the summer (2017)!
  • Reviewer of ICCV workshop: https://sites.google.com/site/mbcc2017w/home
  • I will be giving a talk at the Instituto de Matematicas and Ciencias Afines Research Center in Lima, Peru in December on my research.
  • I will be giving a talk at the Mechanical Engineering Department of Universidad Nacional de Ingenieria (my alma mater) in Lima, Peru about my research in December.
  • I will be giving a talk at the Telecommunications Research Center (INICTEL) in Lima, Peru about my research.
  • I am currently serving as an assigned reviewer for IUI 2017.
  • I have server as a volunteer reviewer for NIPS 2016.
  • I am currently organizing the Human and Machine Perception Seminar as part of the Dynamical Neuroscience weekly seminar class.

Ranking of conference proceedings and journals in Artificial Intelligence related fields: Computer Vision, AI and Machine Learning, Robotics, Computer Graphics, Human-Computer Interaction.
Ranking of conference proceedings and journals in Neuroscience related fields: Neurology, Life Sciences

"Give me a computer, a piano and a surfboard, and I will live happy for the rest of my life" .

I am also a proud owner of a Lamborghini