Manu Mathew

According to our database, Manu Mathew authored at least 19 papers between 2003 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

OpTIFlow - An optimized end-to-end dataflow for accelerating deep learning workloads on heterogeneous SoCs.

Shyam Jagannathan, Vijay Pothukuchi, Jesse Villarreal, Kumar Desappan, Manu Mathew, Rahul Ravikumar, Aniket Limaye, Mihir Mody, Pramod Swami, Piyali Goswami, Carlos Rodriguez, Emmanuel Madrigal, Marco Herrera

Proceedings of the Autonomous Vehicles and Machines 2023, 2023

2022

YOLO-Pose: Enhancing YOLO for Multi Person Pose Estimation Using Object Keypoint Similarity Loss.

Debapriya Maji, Soyeb Nagori, Manu Mathew, Deepak Poddar

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2020

SS3D: Single Shot 3D Object Detector.

Aniket Limaye, Manu Mathew, Soyeb Nagori, Pramod Kumar Swami, Debapriya Maji, Kumar Desappan

CoRR, 2020

2019

Performance and Resource Utilization of FUSE User-Space File Systems.

Bharath Kumar Reddy Vangoor, Prafful Agarwal, Manu Mathew, Arun Ramachandran, Swaminathan Sivaraman, Vasily Tarasov, Erez Zadok

ACM Trans. Storage, 2019

2018

Low cost and power CNN/deep learning solution for automated driving.

Mihir Mody, Kumar Desappan, Pramod Swami, Manu Mathew, Soyeb Nagori

Proceedings of the 19th International Symposium on Quality Electronic Design, 2018

End to End Learning based Self-Driving using JacintoNet.

Prashanth Viswanath, Soyeb Nagori, Mihir Mody, Manu Mathew, Pramod Swami

Proceedings of the 8th IEEE International Conference on Consumer Electronics - Berlin, 2018

CNN Inference: Dynamic and Predictive Quantization.

Kumar Desappan, Mihir Mody, Manu Mathew, Pramod Swami, Praveen Eppa

Proceedings of the 8th IEEE International Conference on Consumer Electronics - Berlin, 2018

Camera Radar Fusion for Increased Reliability in ADAS Applications.

Ziguo Zhong, Stanley Liu, Manu Mathew, Aish Dubey

Proceedings of the Autonomous Vehicles and Machines 2018, Burlingame, CA, USA, January 28, 2018

Efficient Semantic Segmentation Using Gradual Grouping.

Nikitha Vallurupalli, Sriharsha Annamaneni, Girish Varma, C. V. Jawahar, Manu Mathew, Soyeb Nagori

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

2017

CNN inference: VLSI architecture for convolution layer for 1.2 TOPS.

Mihir N. Mody, Manu Mathew, Shyam Jagannathan, Arthur Redfern, Jason Jones, Thorsten Lorenzen

Proceedings of the 30th IEEE International System-on-Chip Conference, 2017

Real time Structure from Motion for Driver Assistance System.

Deepak Poddar, Pramod Swami, Soyeb Nagori, Prashanth Viswanath, Manu Mathew, Kumar Desappan, Anshu Jain, Shyam Jagannathan

Proceedings of the IEEE International Conference on Consumer Electronics, 2017

Efficient object detection and classification on low power embedded systems.

Shyam Jagannathan, Kumar Desappan, Pramod Swami, Manu Mathew, Soyeb Nagori, Kedar Chitnis, Yogesh Marathe, Deepak Poddar, Suriya Narayanan

Proceedings of the IEEE International Conference on Consumer Electronics, 2017

Efficient Pre-Processor for CNN.

Mihir Mody, Manu Mathew, Shyam Jagannathan

Proceedings of the Autonomous Vehicles and Machines 2017, Burlingame, CA, USA, January 29, 2017

Sparse, Quantized, Full Frame CNN for Low Power Embedded Devices.

Manu Mathew, Kumar Desappan, Pramod Kumar Swami, Soyeb Nagori

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

2016

Optimizing convolutional neural network on DSP.

Shyam Jagannathan, Mihir N. Mody, Manu Mathew

Proceedings of the IEEE International Conference on Consumer Electronics, 2016

A Diverse Low Cost High Performance Platform for Advanced Driver Assistance System (ADAS) Applications.

Prashanth Viswanath, Kedar Chitnis, Pramod Swami, Mihir N. Mody, Sujith Shivalingappa, Soyeb Nagori, Manu Mathew, Kumar Desappan, Shyam Jagannathan, Deepak Poddar, Anshu Jain, Hrushikesh Garud, Vikram V. Appia, Mayank Mangla, Shashank Dabral

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

2015

Automatic Gas Stove with Advanced Safety Features.

Manu Mathew, Neelakantha V. L.

Int. J. Recent Contributions Eng. Sci. IT, 2015

High Performance Front Camera ADAS Applications on TI's TDA3X Platform.

Mihir N. Mody, Pramod Swami, Kedar Chitnis, Shyam Jagannathan, Kumar Desappan, Anshu Jain, Deepak Poddar, Zoran Nikolic, Prashanth Viswanath, Manu Mathew, Soyeb Nagori, Hrushikesh Garud

Proceedings of the 22nd IEEE International Conference on High Performance Computing, 2015

2003

Modified MP3 encoder using complex modified cosine transform.

Manu Mathew, Vasudha Bhat, Shine M. Thomas, Changhoon Yim

Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003