Somali Chaterji
Computer Science · Purdue University West Lafayette
Publications
107
Citations
2,337
Est. group size
~8
Recurring co-author estimate
Active years
20
Publishing since 2007
Somali Chaterji's research spans computer vision, edge/cloud computing, and computational biology, often combining these areas to build systems that process large-scale sensor, video, or genomic data efficiently on resource-constrained devices like drones, mobile GPUs, and IoT sensors. Projects include lightweight 3D object detection, autonomous drone surveillance, genome sequencing error-correction tools, and gene-regulation analysis, reflecting a focus on applying machine learning and systems engineering to practical, data-intensive problems in agriculture, biology, and robotics.
Publication output has fluctuated over the past decade, peaking around 2021 with 17 papers and generally slowing to a lower but still active pace (roughly 4-7 papers per year) in the most recent years.
Generated by claude-sonnet-5 from public bibliographic data · Jul 20, 2026
- Improving Semi-Supervised Semantic Segmentation with Sliced-Wasserstein Feature Alignment and Uniformity
2025
- Adapt3D: Lightweight and Adaptive 3D Detection Framework for Mobile GPUs
2025
- Skald: Learning-Based Shot Assembly for Coherent Multi-Shot Video Creation
2025
- Adaptive object detection algorithms for resource constrained autonomous robotic systems
2024
- Vega: Drone-based Multi-Altitude Target Detection for Autonomous Surveillance
2023
- Asgard: Are NoSQL databases suitable for ephemeral data in serverless workloads?
Frontiers in High Performance Computing · 2023
- Lerna: transformer architectures for configuring error correction tools for short- and long-read genome sequencing
BMC Bioinformatics · 2022
- KRATOS: Context-Aware Cell Type Classification and Interpretation using Joint Dimensionality Reduction and Clustering
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining · 2022
- A data-driven approach to increasing the lifetime of IoT sensor nodes
Scientific Reports · 2021
- Simultaneous learning of individual microRNA-gene interactions and regulatory comodules
BMC Bioinformatics · 2021
- Persistent Airborne Surveillance using Semi-Autonomous Drone swarms
2021
- Ambrosia: Reduction in Data Transfer from Sensor to Server for Increased Lifetime of IoT Sensor Nodes
Research Square · 2021
- ORPHEUS: Living Labs for End-to-End Data Infrastructures for Digital Agriculture
arXiv (Cornell University) · 2021
- Lerna: Transformer Architectures for Configuring Error Correction Tools for Short- and Long-Read Genome Sequencing
arXiv (Cornell University) · 2021
- Ambrosia: Reduction in Data Transfer from Sensor to Server for Increased Lifetime of IoT Sensor Nodes
arXiv (Cornell University) · 2021
- arXiv (Cornell University)×18
- Scientific Reports×5
- BMC Bioinformatics×3
- Briefings in Bioinformatics×2
- Theranostics×2
- Cheng Chu
Computer Science · Indiana University
- Arghadip Das
Computer Science · Purdue University West Lafayette
- Abhinav Goel
Computer Science · Purdue University West Lafayette
- Caleb Tung
Computer Science · Purdue University West Lafayette
- Chetana Krishnan
Computer Science · The Ohio State University
This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.
Last updated Jul 20, 2026.
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