23 citations · 60 across the 14 of their papers we have counts for
15 papers
Tools and Methodologies for System-Level Design
Shuvra S. Bhattacharyya, Marilyn Wolf
System-level design, once the province of board designers, has now become a central concern for chip designers. Because chip design is a less forgiving design medium -- design cycl…
HashReID: Dynamic Network with Binary Codes for Efficient Person Re-identification
Kshitij Nikhal, Yujunrong Ma, Shuvra S. Bhattacharyya +1
Biometric applications, such as person re-identification (ReID), are often deployed on energy constrained devices. While recent ReID methods prioritize high retrieval performance,…
Progressive Transformation Learning for Leveraging Virtual Images in Training
Yi-Ting Shen, Hyungtae Lee, Heesung Kwon +1
To effectively interrogate UAV-based images for detecting objects of interest, such as humans, it is essential to acquire large-scale UAV-based datasets that include human instance…
Archangel: A Hybrid UAV-based Human Detection Benchmark with Position and Pose Metadata
Yi-Ting Shen, Yaesop Lee, Heesung Kwon +7
Learning to detect objects, such as humans, in imagery captured by an unmanned aerial vehicle (UAV) usually suffers from tremendous variations caused by the UAV's position towards…
Validation of object detection in UAV-based images using synthetic data
Eung-Joo Lee, Damon M. Conover, Shuvra S. Bhattacharyyaa +3
Object detection is increasingly used onboard Unmanned Aerial Vehicles (UAV) for various applications; however, the machine learning (ML) models for UAV-based detection are often v…
Runtime Adaptation in Wireless Sensor Nodes Using Structured Learning
Adrian Sapio, Shuvra S. Bhattacharyya, Marilyn Wolf
Markov Decision Processes (MDPs) provide important capabilities for facilitating the dynamic adaptation and self-optimization of cyber physical systems at runtime. In recent years,…