| Sparse, quantized, full frame cnn for low power embedded devices M Mathew, K Desappan, P Kumar Swami, S Nagori Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2017 | 52 | 2017 |
| High performance front camera adas applications on ti's tda3x platform M Mody, P Swami, K Chitnis, S Jagannathan, K Desappan, A Jain, ... 2015 IEEE 22nd International Conference on High Performance Computing (HiPC …, 2015 | 42 | 2015 |
| Reduced complexity convolution for convolutional neural networks M Mathew, K Desappan, PK Swami US Patent 11,048,997, 2021 | 30 | 2021 |
| Efficient object detection and classification on low power embedded systems S Jagannathan, K Desappan, P Swami, M Mathew, S Nagori, K Chitnis, ... 2017 IEEE International Conference on Consumer Electronics (ICCE), 233-234, 2017 | 22 | 2017 |
| A diverse low cost high performance platform for advanced driver assistance system (ADAS) applications P Viswanath, K Chitnis, P Swami, M Mody, S Shivalingappa, S Nagori, ... Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2016 | 22 | 2016 |
| Methods and systems for masking multimedia data Y Dutt, K Dessapan, P Goswami US Patent 9,282,333, 2016 | 20 | 2016 |
| Sparsified Training of Convolutional Neural Networks M Mathew, K Desappan, PK Swami US Patent App. 15/800,322, 2018 | 19 | 2018 |
| Super-tiling in neural network processing to enable analytics at lower memory speed K Desappan, MN Mody, PK Swami, A Jain, R Garg US Patent 11,748,599, 2023 | 15 | 2023 |
| Orb in 5 ms: An efficient simd friendly implementation P Viswanath, P Swami, K Desappan, A Jain, A Pathayapurakkal Asian Conference on Computer Vision, 675-686, 2014 | 11 | 2014 |
| Embedded low-power deep learning with tidl M Mathew, K Desappan, PK Swami, S Nagori, BM Gopinath Texas Instrum., Dallas, TX, USA, Tech. Rep. SPRY314, 2018 | 10 | 2018 |
| A fast color constancy scheme for automobile video cameras H Garud, UK Pudipeddi, K Desappan, S Nagori 2014 International Conference on Signal Processing and Communications (SPCOM …, 2014 | 10 | 2014 |
| Novel OpenVX implementation for heterogeneous multi-core systems K Chitnis, J Villarreal, B Jadav, M Mody, L Weaver, V Cheng, K Desappan, ... 2017 IEEE International Conference on Consumer Electronics-Asia (ICCE-Asia …, 2017 | 9 | 2017 |
| SS3D: Single shot 3D object detector A Limaye, M Mathew, S Nagori, PK Swami, D Maji, K Desappan arXiv preprint arXiv:2004.14674, 2020 | 7 | 2020 |
| CNN Inference: Dynamic and Predictive Quantization K Desappan, M Mody, M Mathew, P Swami, P Eppa 2018 IEEE 8th International Conference on Consumer Electronics-Berlin (ICCE …, 2018 | 6 | 2018 |
| A Diverse High-Performance Platform for Advanced Driver Assistance System (ADAS) Applications P Viswanath, K Chitnis, P Swami, M Mody, S Shivalingappa, S Nagori, ... Texas Instruments, Inc, 1-16, 2016 | 5 | 2016 |
| Video object detection SN Nagori, M Mathew, K Desappan, PK Swami US Patent 10,867,393, 2020 | 4 | 2020 |
| Systems and methods for object detection KA Desappan, M Mathew, PK Swami US Patent 9,508,018, 2016 | 4 | 2016 |
| Parametric power-of-2 clipping activations for quantization for convolutional neural networks M Mathew, K Desappan, SN Nagori, M Debapriya, PK Swami US Patent 12,099,930, 2024 | 2 | 2024 |
| Systems and methods for image feature extraction DK Poddar, S Nagori, HT Garud, K Desappan US Patent 11,887,346, 2024 | 2 | 2024 |
| OpTIFlow–An optimized end-to-end dataflow for accelerating deep learning workloads on heterogeneous SoCs S Jagannathan, V Pothukuchi, J Villarreal, K Desappan, M Mathew, ... Electronic Imaging 35, 113--1-6, 2023 | 2 | 2023 |