Photos from the event
Gathering & Poster Session
13:30-14:00
Welcome
14:00-14:10
Prof. David Malah, Head of SIPL
Invited Talk: OttoFence – Automotive Cyber Security
14:10-14:35
Naftaly Sharir
Modern vehicles of today rely on CANBUS networks for all their critical systems. CANBUS is a shared bus architecture. A single misbehaving node can effectively block all network communication say by generating a Denial-Of-Service attack. As most of the cars now are connected cars, this situation may end up with a successful ransomware cyber-attack, up to life threatening attacks. What can be done to prevent this? What is done today and what are the next plans? I will explore possible hardware based Automotive Stateful Firewall solution, and will demonstrate the situation without and with the proposed solution.
Naftaly Sharir is co-founder, CEO & CTO at OttoFence. He is a serial entrepreneur, technical & business leader and manager: HW , SW and systems. He has 30 years of business and technical experience in communication, internet, DSP, audio, video, VLSI and cyber. His reach career in multimedia signal processing, wireless and mobile, began at SIPL and IBM Haifa Research Labs. Following as VP R&D at VDOnet, CEO at Emblaze Semi, CEO at Electronics-Line 3000 Ltd, CEO at Advasense, co-founder at Vitalitix, co-founder at Pixie-Technology and CTO at Terafence. Experience with setting up companies, fund raising (over $40M at few companies), aggregated sales of about $100M , few M&A process, coauthor of about 15 patent applications.
Wilk Family Awards and Outstanding Supervisor Awards Ceremony
14:35-14:45
Domain Adaptation Using Riemannian Geometry of SPD Matrices
14:45-15:05
1st prize winner in the Kasher undergraduate project contest in the Faculty of Electrical Engineering
Gal Maman
Supervisor: Or Yair
In collaboration with Prof. Ronen Talmon & Dr. Danny Eytan (Rambam Medical Center)
Presented at ICASSP 2019
Break & Poster Session
15:05-15:35
Review of Teaching Activity in SIPL
15:35-15:50
Nimrod Peleg
Robust Automatic Detector and Feature Extractor for Dolphin Whistles
Sueprvisor: Dr.
Presented at OCEANS 2019
Audio-visual Processing of Speech with Deep Neural Networks
16:10-16:35
Ido Ariav, M.Sc. student
Advisors: Prof. Israel Cohen
Published in:
- Signal Processing, January 2019
- IEEE Journal on Selected Topics in Signal Processing, May 2019
Abstract:
Recently, there has been growing use of deep neural networks (DNN) in many modern speech-based systems such as speaker recognition, speech enhancement, and emotion recognition. Inspired by this success, we propose to address the task of voice activity detection by incorporating auditory and visual modalities into a DNN. In this talk, I will survey several classic voice activity detection methods and present two novel multimodal deep architectures for this task. I will demonstrate the advantages of such deep architectures in challenging acoustic environments including high levels of noise and transients, which are common in real life scenarios.
SinGan: Learning a Generative Model from a Single Natural Image
16:35-17:00
Tamar Rott Shaham, Ph.D. student
Advisor: Prof. Tomer Michaeli
Submitted to ICCV 2019
Abstract:
We introduce SinGAN, an unconditional generative model that can be learned from a single natural image. Our model is trained to capture the internal distribution of patches within the image, and is then able to generate high quality, diverse samples that carry the same visual content as the image. SinGAN contains a pyramid of fully convolutional GANs, each responsible for learning the patch distribution at a different scale of the image. This allows generating new samples of arbitrary size and aspect ratio, that have significant variability, yet maintain both the global structure and the fine textures of the training image. In contrast to previous single image GAN schemes, our approach is not limited to texture images, and is not conditional (i.e. it generates samples from noise). User studies confirm that the generated samples are commonly confused to be real images. We illustrate the utility of SinGAN in a wide range of image manipulation tasks.
Live Demos
- Manifold learning for data-driven dynamical system modeling, Kobi Shiran & Gal Kinberg, supervisor: Or Yair, presented at ICASSP 2019
- Android app for pedestrian traffic light recognition, Roni Ash & Dolev Ofri, supervisor: Yair Moshe, in cooperation with the Technion’s Social Hub
- Physics classroom augmented reality with your smartphone, Yonahan Sackstein & Georgee Tsintsadze, supervisor: Yair Moshe
- TAKI cards game judge, Shai Lottem & David Shwartsburd, supervisor: Ori Bryt
- Zero-shot temporal super resolution for video, George Pisha & Eyal Naor, supervisor: Lior Aloni
- Ultrasonic 3D positioning system with unsynchornized beacons and receivers, Guy Dascalu & Omer Movshovits, supervisor: Alon Eilam
- Proximity sensor for smartphones based on acoustic measurements, Andy Rodan & Zacharie Cohen, supervisor: Pavel Lifshits, in cooperation with DSP-Group
- Protractor for smartphones based on acoustic measurements, Shay Avig & Matanel Yaacov, supervisor: Alon Eilam
- Speech2singing, Yair Yarden & Ofir Kedem, supervisor: Yair Moshe, in cooperation with Elad Keidan
Posters
| Project Title | Students | Supervisor | Comments / Collaboration | Archive number |
|---|---|---|---|---|
| Multi-Microphone Speaker Localization Demo System | Avi Semo Alon Saguy | Kobi Bucris Dr. EvyatarHemo | 4356 | |
| Anomaly Detection on Chest X-Rays with Deep Learning | Yair Yarden Ofir Kedem | Yair Moshe | 4378 | |
| Recognition of PVD based on Walking Pattern Acquired from Smartphone | Ori Cohen Samyon Shahnovitch | Ofer Danino Erez Fridman | Prof. Aaaron Hoffman | 4394 |
| Wind Noise Reduction from Speech Signals | Adir Kobovich Tomer Lerner | Tal Shnitzer | 4396 | |
| Relative Camera Pose Estimation Using Smartphone Cameras and Sensors | Omer Movshovitz Guy Dascalu | Ori Bryt Adam Wolff | Yehonatan Goldman RAFAEL | 4409 |
| Correcting Stitching Artifacts In Aerial Images Using Deep Learning | Tomer Rosenbaum Dror Kabely | Ori Bryt | RAFAEL | 4411 |
| Residual Echo Suppression Using Deep Learning | Omer London | Andrey Zhitnikov | 4412 | |
| Deep Learning for Physics Classroom Augmented Reality App | Tom Kratter, Yonatan Sackstein | Yair Moshe | 4462 | |
| Color Calibration For Smart Product Labels | Gil Gelbert | Ori Bryt | Evigence (FreshPoint) | 4464 |
| Robust Automatic Detector And Feature Extractor For Dolphin Whistles | Guy Shkuryת Yoel Bud | Dr. Roee Diamant | Haifa University. Presented in Oceans 2019 Conference | 4485 |
| News Stories Classification Using Online Deep Learning | Inna Batenkov, Yoni Lederman | Yaron Ezra | RAFAEL | 4509 |
| Revealing Brain State from functional MRI | Yossi Levi, Itzik Merkado, | Andrey Zhitnikov | 4511 | |
| Signal Processing Algorithms Development and Implementation with Android DSP Lab | Matanel Yaacov, Shay Avig | Alon Eilam | Sonarax | 4515 |
| Android App for Detecting Alarm Sounds | Rachel Gringols, Michal Kuperman Koren | Alon Eilam, Yair Moshe | 4545 | |
| Synthesis Mammography Images Using Deep Learning | Lotem Manassen, Inbar Kazes | Yochai Blau , Idan Kligvasser | 4549 | |
| Acoustic Beamformer with a Constant Beamwidth for Planar Array | Roni Ash, Arkadi Gurevich | Dr. Baruch Berdugo | Israel Police Dept. | 4570 |
| Respiratory Failure Prediction Based on Geometric Modeling of Pediatric CCCU Monitor Data | Gal Shachaf | Tal Shnitzer | Dr. Danny Eytan, RAMBAM Hospital | 4587 |
| From Deep Features To Image Restoration | Ori Sztyglic | Tamar Rott Shaham, Idan Kligvasser | 4589 | |
| Learning to Deform for Efficient Image Compression | Elad Hirsch, Nadav Eliyahu | Tamar Rott, Idan Kligvasser | 4592 | |
| Optimizing Mutual Information in Deep Neural Networks | Adar Elad, Doron Haviv | Prof. Tomer Michaeli | 4660 | |
| Towards Blood Pressure Estimation Using a Smartphone Camera | Oded Schlesinger, Nitai Vigderhouse | Yair Moshe | In progress | 4707 |
| Efficient Deep Learning for Pedestrian Traffic Light Recognition | Roni Ashת Dolev Ofri, | Yair Moshe | Social Hub, technion | 4708 |
| Material Recognition through Mobile Thermal Camera Images | Chen Dudai, Barak Mamistvalov , | Yair Moshe | In Progress | 4709 |
| Indoor / Outdoor Acoustic Scene Classification | Michael Fisher, Liran Biniashvili | Ahiad Levi | RAFAEL | 4715 |
| Playing TAKI with Deep Learning | Shai Lottem, David Shwartsburd | Ori Bryt | In Progress | 4716 |
| Physics Classroom Augmented Reality with Your Smartphone | Georgee Tsintsadze, Yonatan Sackstein | Yair Moshe | In Progress | 4759 |
| Pure Play Ultrasonic 3D Positioning System with Unsynchronized Beacons and Receivers | Guy Dascalu, Omer Movshovits | Alon Eilam | In Progress | 4778 |
| Pure Play Ultrasonic 3D Positioning System with Unsynchronized Beacons and Receivers | Guy Dascalu, Omer Movshovits | Alon Eilam | In Progress | 4778 |
| Estimating Image Degradation Model Using GAN | Amnon Wahle ,Inbal Ben Yehuda | Yochai Blau | 4782 | |
| Recognition of Unknown Products in a Shopping Cart | Itay Keinan, Nadav Kadvil | Ori Bryt | SuperSmart, In Progress | 4790 |
| Alarm Sound Detection Using Deep Learning | Alon Berkenstadt, Eyal Zadik | Yair Moshe | In Progress | 4807 |
| Speech to Singing | Yair Yarden, Ofir Kedem | Yair Moshe | Elad Keidan, In Progress | 4808 |
| Detecting of Lung Disease in Electronic Stethoscope Sounds | Chen Katz, Firas Abdel Ghani | Nurit Spingarn | Bat-Kol | 4824 |
| Detection of Red Palm Weevil With An Acoustic Sensor | Ohad Sharabi, Moshe Pnini | Ahiad Levi | Eden Farm R&D, In Progress | 4837 |
| DSLR Quality Photos for Mobile Devices Using Deep Learning | Nikita Balatsky, Ruby Mizrahi | Dr. Meir Bar Zohar | In Progress | 4846 |
| Zero Shot Temporal Super Resolution | George Pisha, Eyal Naor | Lior Aloni | In Progress | 4853 |
| Zero Shot Temporal Super Resolution | George Pisha, Eyal Naor | Lior Aloni | In Progress | 4853 |
| Audio Source Separation in Polyphonic Music | Eran Menachem, Elad Sherf | Eran Zeitouni, Shunit Haviv | In Progress | 4891 |
| Proximity Sensor for Smartphones based on Acoustic Measurements | Andy Rodanת Zacharie Cohen | Pavel Lifshits | DSPG, In Progress | 4894 |
| Laptop Battery Hacking | Nir Chisnevski, Liav Eitan | Pavel Lifshits | In Progress | 4904 |
| Humanize Synthesized Music Generation Using RNNs | Ofir Israel, Ido Gilboa, | Nadav Bhonker, Shunit Haviv | In Progress | 4936 |
| Cancer Early Detection Using Thermal Video Analysis | Idan Barazani | Aviad Levis, Ori Bryt | HTBioImaging | 4950 |
| Sensor Fusion for Manifold Based Acoustic Source Localization and Tracking | Avner Okun, Barak Gerstein, | Ori Kats | In Progress | 4968 |
| Full-body Early Screening of Melanoma | Yotam Afik, Itay Shemer | Yair Moshe | MARPE, In Progress | 5061 |
| Pathology Detection in head MRI Scans with Deep Learning | Sharon Elad, Ron Marcus | Yochai Blau | Galilee Medical Center, In Progress | 5089 |
| Detection of Pool Entrance Using an Acoustic Sensor | Refael Guetta, Orel Peretz | Yair Moshe | SOSENSE, In Progress | 5100 |
| A Geometric Method for Cancer Tissue Extraction in Thermal Video | Oriel Shteinberg, Eden-Yakov Eluashvilli, | Ya-Wei Lin | HTBioImaging, In Progress | 5132 |
| Registration of Thermal and Visual Videos for Cancer Detection | Josh Lazarus, Or David | Ori Bryt | HTBioImaging, In Progress | 5133 |
| Multi Microphone Speaker Localization Demo System | Adir Goldovsky, Dore Kleinstern | Alon Eilan | In Progress | 5144 |
| Fuzzy Clustering of PPG Signals for Visualization as Health Maps | Olga Fomin, Nataly Yakovlevsky | Yair Moshe, Ofer Danino | GoldTech Sino, In Progress | 5151 |
| Automobie Driver Fingerprinting Using Machine Learning Methods on CAN Bus Data | Adi Beker, Liran Olier | Pavel Lifshits | OttoFence | 5162 |
| Analysis of Skin Histopathological Images | Adi Arbel, Zohar Rimon | Ori Bryt | In Progress | 5193 |