Performance Evaluation of Direct Form FIR Filter with Merged Arithmetic Architecture. - Zhi Ye; Ravi Kumar Satzoda; Udit Sharma; Naveen Nazimudeen; Chip-Hong Chang (DELTA, 2004)

VLSI Performance Evaluation and Analysis of Systolic and Semisystolic Finite Field Multipliers. - Ravi Kumar Satzoda; Chip-Hong Chang (Asia-Pacific Computer Systems Architecture Conference, 2005)

A novel multiplexer based truncated array multiplier. - Chip-Hong Chang; Ravi Kumar Satzoda; Swaminathan Sekar (ISCAS (1), 2005)

Low Area-time Complexity Averaging Scheme for Thumbnail Generation. - Ravi Kumar Satzoda; Suchitra Sathyanarayana; Thambipillai Srikanthan (ICARCV, 2006)

A fast kernel for unifying GF(p) and GF(2m) Montgomery multiplications in a scalable pipelined architecture. - Ravi Kumar Satzoda; Chip-Hong Chang (ISCAS, 2006)

Unified Cordic Based Processor for Image Processing. - Suchitra Sathyanarayana; Ravi Kumar Satzoda; Srikanthan Thambipillai (DSP, 2007)

Programmable LSB-first and MSB-first modular multipliers for ECC in GF(2m). - Ravi Kumar Satzoda; Ramya Muralidharan; Chip-Hong Chang (ISCAS, 2008)

Parallelizing the Hough Transform Computation. - Ravi Kumar Satzoda; Suchitra Sathyanarayana; Thambipillai Srikanthan (IEEE Signal Process. Lett., 2008)

Gradient angle histograms for efficient linear Hough transform. - Ravi Kumar Satzoda; Suchitra Sathyanarayana; Thambipillai Srikanthan (ICIP, 2009)

Techniques for Area-time Efficient Image Rotation. - Ravi Kumar Satzoda; Suchitra Sathyanarayana; Thambipillai Srikanthan (ISCAS, 2009)

Exploiting Inherent Parallelisms for Accelerating Linear Hough Transform. - Suchitra Sathyanarayana; Ravi Kumar Satzoda; Thambipillai Srikanthan (IEEE Trans. Image Process., 2009)

Hierarchical Additive Hough Transform for Lane Detection. - Ravi Kumar Satzoda; Suchitra Sathyanarayana; Thambipillai Srikanthan; Supriya Sathyanarayana (IEEE Embed. Syst. Lett., 2010)

A Low Error and High Performance Multiplexer-Based Truncated Multiplier. - Chip-Hong Chang; Ravi Kumar Satzoda (IEEE Trans. Very Large Scale Integr. Syst., 2010)

Detection & classification of arrow markings on roads using signed edge signatures. - Suchitra Sathyanarayana; Ravi Kumar Satzoda; Thambipillai Srikanthan (Intelligent Vehicles Symposium, 2012)

Robust extraction of lane markings using gradient angle histograms and directional signed edges. - Ravi Kumar Satzoda; Suchitra Sathyanarayana; Thambipillai Srikanthan (Intelligent Vehicles Symposium, 2012)

Vision-Based Lane Analysis: Exploration of Issues and Approaches for Embedded Realization. - Ravi Kumar Satzoda; Mohan M. Trivedi (CVPR Workshops, 2013)

Towards automated drive analysis: A multimodal synergistic approach. - Ravi Kumar Satzoda; Sujitha Martin; Minh Van Ly; Pujitha Gunaratne; Mohan M. Trivedi (ITSC, 2013)

Selective salient feature based lane analysis. - Ravi Kumar Satzoda; Mohan M. Trivedi (ITSC, 2013)

Identifying lane types: A modular approach. - Suchitra Suchitra; Ravi Kumar Satzoda; Thambipillai Srikanthan (ITSC, 2013)

Additive Hough Transform on embedded computing platforms. - Shantanu S. Sinha; Ravi Kumar Satzoda; S. Suchitra; Thambipillai Srikanthan (MWSCAS, 2013)

Block-Based Search Space Reduction Technique for Face Detection Using Shoulder and Head Curves. - Supriya Sathyanarayana; Ravi Kumar Satzoda; Suchitra Sathyanarayana; Thambipillai Srikanthan (PSIVT, 2013)

Embedded computing techniques for vision-based lane change decision aid systems - Ravi Kumar Satzoda (2013)

Towards Automated Understanding of Student-Tutor Interactions Using Visual Deictic Gestures. - Suchitra Sathyanarayana; Ravi Kumar Satzoda; Amber R. Carini; Monique A. Lee; Linda P. Salamanca; Judy Reilly; Deborah Forster; Marian Stewart Bartlett; Gwen Littlewort (CVPR Workshops, 2014)

A Compute-Efficient Algorithm for Robust Eyebrow Detection. - Supriya Sathyanarayana; Ravi Kumar Satzoda; Suchitra Sathyanarayana; Thambipillai Srikanthan (CVPR Workshops, 2014)

Efficient Lane and Vehicle Detection with Integrated Synergies (ELVIS). - Ravi Kumar Satzoda; Mohan M. Trivedi (CVPR Workshops, 2014)

On Performance Evaluation Metrics for Lane Estimation. - Ravi Kumar Satzoda; Mohan M. Trivedi (ICPR, 2014)

Reducing computational complexity for face detection. - Supriya Sathyanarayana; Ravi Kumar Satzoda; Suchitra Sathyanarayana; Thambipillai Srikanthan (ISIC, 2014)

Overtaking & receding vehicle detection for driver assistance and naturalistic driving studies. - Ravi Kumar Satzoda; Mohan M. Trivedi (ITSC, 2014)

Drive analysis using lane semantics for data reduction in naturalistic driving studies. - Ravi Kumar Satzoda; Pujitha Gunaratne; Mohan M. Trivedi (Intelligent Vehicles Symposium, 2014)

Compute-efficient eye state detection: algorithm, dataset and evaluations. - Supriya Sathyanarayana; Ravi Kumar Satzoda; Thambipillai Srikanthan; Suchitra Sathyanarayana (ICDSC, 2015)

Identifying epileptic seizures based on a template-based eyeball detection technique. - Supriya Sathyanarayana; Ravi Kumar Satzoda; Suchitra Sathyanarayana; Thambipillai Srikanthan (ICIP, 2015)

Day and night-time drive analysis using stereo vision for naturalistic driving studies. - Mark P. Philipsen; Morten B. Jensen; Ravi Kumar Satzoda; Mohan M. Trivedi; Andreas Møgelmose; Thomas B. Moeslund (Intelligent Vehicles Symposium, 2015)

Drive quality analysis of lane change maneuvers for naturalistic driving studies. - Ravi Kumar Satzoda; Pujitha Gunaratne; Mohan M. Trivedi (Intelligent Vehicles Symposium, 2015)

Snap-DAS: A vision-based driver assistance system on a SnapdragonTM embedded platform. - Ravi Kumar Satzoda; Sean Lee; Frankie Lu; Mohan M. Trivedi (Intelligent Vehicles Symposium, 2015)

On Enhancing Lane Estimation Using Contextual Cues. - Ravi Kumar Satzoda; Mohan Manubhai Trivedi (IEEE Trans. Circuits Syst. Video Technol., 2015)

Drive Analysis Using Vehicle Dynamics and Vision-Based Lane Semantics. - Ravi Kumar Satzoda; Mohan Manubhai Trivedi (IEEE Trans. Intell. Transp. Syst., 2015)

Towards Semantic Understanding of Surrounding Vehicular Maneuvers: A Panoramic Vision-Based Framework for Real-World Highway Studies. - Miklas S. Kristoffersen; Jacob V. Dueholm; Ravi Kumar Satzoda; Mohan M. Trivedi; Andreas Møgelmose; Thomas B. Moeslund (CVPR Workshops, 2016)

Embedded Computing Framework for Vision-Based Real-Time Surround Threat Analysis and Driver Assistance. - Frankie Lu; Sean Lee; Ravi Kumar Satzoda; Mohan M. Trivedi (CVPR Workshops, 2016)

Multi-perspective vehicle detection and tracking: Challenges, dataset, and metrics. - Jacob V. Dueholm; Miklas S. Kristoffersen; Ravi Kumar Satzoda; Eshed Ohn-Bar; Thomas B. Moeslund; Mohan M. Trivedi (ITSC, 2016)

Safe maneuverability zones & metrics for data reduction in naturalistic driving studies. - Ravi Kumar Satzoda; Mohan M. Trivedi (Intelligent Vehicles Symposium, 2016)

Multipart Vehicle Detection Using Symmetry-Derived Analysis and Active Learning. - Ravi Kumar Satzoda; Mohan Manubhai Trivedi (IEEE Trans. Intell. Transp. Syst., 2016)

Trajectories and Maneuvers of Surrounding Vehicles With Panoramic Camera Arrays. - Jacob Velling Dueholm; Miklas Strøm Kristoffersen; Ravi Kumar Satzoda; Thomas Baltzer Moeslund; Mohan Manubhai Trivedi (IEEE Trans. Intell. Veh., 2016)

Vision-Based Front and Rear Surround Understanding Using Embedded Processors. - Ravi Kumar Satzoda; Sean Lee; Frankie Lu; Mohan Manubhai Trivedi (IEEE Trans. Intell. Veh., 2016)

A Multimodal, Full-Surround Vehicular Testbed for Naturalistic Studies and Benchmarking: Design, Calibration and Deployment. - Akshay Rangesh; Kevan Yuen; Ravi Kumar Satzoda; Rakesh Nattoji Rajaram; Pujitha Gunaratne; Mohan M. Trivedi (CoRR, 2017)

Vision-based patient monitoring: a comprehensive review of algorithms and technologies. - Supriya Sathyanarayana; Ravi Kumar Satzoda; Suchitra Sathyanarayana; Thambipillai Srikanthan (J. Ambient Intell. Humaniz. Comput., 2018)

Looking at Vehicles in the Night: Detection and Dynamics of Rear Lights. - Ravi Kumar Satzoda; Mohan Manubhai Trivedi (IEEE Trans. Intell. Transp. Syst., 2019)

Better, Faster Small Hazard Detection: Instance-Aware Techniques, Metrics and Benchmarking. - Simon Geisler; Carlos Cunha; Ravi Kumar Satzoda (IEEE Trans. Intell. Transp. Syst., 2022)

PolyFormer: Referring Image Segmentation as Sequential Polygon Generation. - Jiang Liu; Hui Ding; Zhaowei Cai; Yuting Zhang; Ravi Kumar Satzoda; Vijay Mahadevan; R. Manmatha (CVPR, 2023)

DocTr: Document Transformer for Structured Information Extraction in Documents. - Haofu Liao; Aruni RoyChowdhury; Weijian Li; Ankan Bansal; Yuting Zhang; Zhuowen Tu; Ravi Kumar Satzoda; R. Manmatha; Vijay Mahadevan (ICCV, 2023)

DocKD: Knowledge Distillation from LLMs for Open-World Document Understanding Models. - Sungnyun Kim; Haofu Liao; Srikar Appalaraju; Peng Tang; Zhuowen Tu; Ravi Kumar Satzoda; R. Manmatha; Vijay Mahadevan; Stefano Soatto (EMNLP, 2024)

RAVEN: Multitask Retrieval Augmented Vision-Language Learning. - Varun Nagaraj Rao; Siddharth Choudhary; Aditya Deshpande; Ravi Kumar Satzoda; Srikar Appalaraju (CoRR, 2024)