Signal · Image · Video · Edge · Ultrasound

Systems Algorithms and
Analytics for Imaging
and Beyond

Towards Cognitive Ultrasound — we work on making (ultra)sound affordable and intelligent, from algorithm design to deployment on edge devices.

117+Publications & Patents
PULSE / ECHOfc = 3.5 MHz
Transmitted Pulse∆t = ToF measurementEcho Return
117+ Publications & Patents
2 Open Datasets
9 Software Contributions
What We Do

Research Areas

End-to-end research — from algorithm design and simulation to real-time deployment on constrained hardware.

Ultrasound Systems

Custom hardware, transducer designs, front-end electronics, 3D-printed acoustic masks, and flexible array configurations for next-gen imaging.

Simulations & Modeling

Acoustic lens design, wave propagation simulations using k-Wave, and tissue-mimicking phantoms for rigorous experimental validation.

Ultrasound Software

Advanced beamforming, image reconstruction, neural network-based methods, 3D reconstruction, and aberration correction algorithms.

Clinical Applications

Lung ultrasound analysis, needle tracking, musculoskeletal imaging, sonomyography sensing, and super-resolution vascular imaging.

We work in signal, image & video processing, analytics and deploying them on edge devices — particularly for (ultra)sound imaging.
Research Output

Recent Publications

Peer-reviewed work in leading IEEE journals and conferences.

IEEE Journal of Ocean Engineering · 2025
Orthogonal Linear Array based Product Beamforming for Real Time Underwater 3D Acoustical Imaging
Mimisha M Menakath, Mahesh Raveendranatha Panicker, Hareesh G
Journal
IEEE Access, Vol. 13 · 2025
FeatuReBeam: Efficient Beamforming for High Frame Ultrasound Imaging using Adaptive Feature Reuse with (m,k)-Guarantee
Abdul Rahoof, Vivek Chaturvedi, Mahesh Raveendranatha Panicker, Muhammad Shafique, Gang Quan
Journal
IEEE Sensors Letters, Vol. 9 Issue 7 · 2025
Experimental Validation of Underwater Target Modeling using k-Wave Toolbox for Acoustical Imaging
Mimisha M Menakath, Mahesh Raveendranatha Panicker, Hareesh G, Midhila Madhusoodanan, Tessin K Jose
Journal
Latest

News & Highlights

Recognition, updates, and milestones from the Pulse Echo group.

[Update]

Mahesh joined Singapore Institute of Technology as Associate Professor, Infocomm Technology Cluster.

[Recognition]

Madhavanunni AN won the Second Prize for Best Paper at 2024 IEEE South Asian Ultrasonics Symposium (SAUS 2024).

[Recognition]

Harikrishnan Pisharody was selected as a Best Paper Award finalist at 2022 IEEE International Symposium on Biomedical Imaging (ISBI 2022).

Interested in Collaborating?

We welcome academic partnerships, industry collaborations, and research discussions in signal processing, biomedical imaging, and edge AI.