45 citations · 45 across the 5 of their papers we have counts for
6 papers
Designing an Efficient End-to-end Machine Learning Pipeline for Real-time Empty-shelf Detection
Dipendra Jha, Ata Mahjoubfar, Anupama Joshi
On-Shelf Availability (OSA) of products in retail stores is a critical business criterion in the fast moving consumer goods and retails sector. When a product is out-of-stock (OOS)…
Deep Cytometry: Deep learning with Real-time Inference in Cell Sorting and Flow Cytometry
Yueqin Li, Ata Mahjoubfar, Claire Lifan Chen +3
Deep learning has achieved spectacular performance in image and speech recognition and synthesis. It outperforms other machine learning algorithms in problems where large amounts o…
Time Stretch Inspired Computational Imaging
Bahram Jalali, Madhuri Suthar, Mohamad Asghari +1
We show that dispersive propagation of light followed by phase detection has properties that can be exploited for extracting features from the waveforms. This discovery is spearhea…
Optical Hardware Accelerators using Nonlinear Dispersion Modes for Energy Efficient Computing
Bahram Jalali, Ata Mahjoubfar
This paper proposes a new class of hardware accelerators to alleviate bottlenecks in the acquisition, analytics, storage and computation of information carried by wideband streamin…
Differentially-Enhanced Sideband Imaging via Radio-frequency Encoding
A. M. Fard, A. Mahjoubfar, B. Jalali
We present a microscope paradigm that performs differential interference imaging with high sensitivity via optical amplification and radio-frequency (RF) heterodyne detection. This…
High-throughput Biological Cell Classification Featuring Real-time Optical Data Compression
Bahram Jalali, Ata Mahjoubfar, Claire L. Chen
High throughput real-time instruments are needed to acquire large data sets for detection and classification of rare events. Enabled by the photonic time stretch digitizer, a new c…