Chellappa, Rama

Soft-NMS — Improving Object Detection with One Line of Code

Bodla, N., Singh, B., Chellappa, R., & Davis, L. S. (2017) · 2017 IEEE International Conference on Computer Vision (ICCV)

Advanced Neural Network ApplicationsVisual Attention and Saliency Detection

Cited by 2,274

HyperFace: A Deep Multi-Task Learning Framework for Face Detection, Landmark Localization, Pose Estimation, and Gender Recognition

Ranjan, R., Patel, V. M., & Chellappa, R. (2019) · IEEE Transactions on Pattern Analysis and Machine Intelligence

Face recognition and analysisAdvanced Neural Network Applications

Cited by 1,333

Visual tracking and recognition using appearance-adaptive models in particle filters

Zhou, S. K., Chellappa, R., & Moghaddam, B. (2004) · IEEE Transactions on Image Processing

Video Surveillance and Tracking MethodsAdvanced Image and Video Retrieval Techniques

Cited by 668

Face recognition accuracy of forensic examiners, superrecognizers, and face recognition algorithms

Phillips, P. J., Yates, A. N., Hu, Y., Hahn, C. A., Noyes, E., Jackson, K., Cavazos, J. G., Jeckeln, G., Ranjan, R., Sankaranarayanan, S., et al. (2018) · Proceedings of the National Academy of Sciences

Face Recognition and PerceptionFace recognition and analysis

Cited by 461

FaceNet2ExpNet: Regularizing a Deep Face Recognition Net for Expression Recognition

Ding, H., Zhou, S. K., & Chellappa, R. (2017) · 2017 12th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2017)

Emotion and Mood RecognitionFace recognition and analysis

Cited by 416

ConceptGraphs: Open-Vocabulary 3D Scene Graphs for Perception and Planning

Gu, Q., Kuwajerwala, A., Morin, S., Jatavallabhula, K. M., Sen, B., Agarwal, A., Rivera, C., Paul, W., Ellis, K., Chellappa, R., et al. (2024) · 2024 IEEE International Conference on Robotics and Automation (ICRA)

3D Shape Modeling and AnalysisRobot Manipulation and Learning

Cited by 406

ConceptGraphs: Open-Vocabulary 3D Scene Graphs for Perception and Planning

Gu, Q., Kuwajerwala, A., Morin, S., Jatavallabhula, K. M., Sen, B., Agarwal, A., Rivera, C., Paul, W., Ellis, K., Chellappa, R., et al. (2023) · arXiv

3D Shape Modeling and AnalysisRobot Manipulation and Learning

Cited by 289

ExprGAN: Facial Expression Editing With Controllable Expression Intensity

Ding, H., Sricharan, K., & Chellappa, R. (2018) · Proceedings of the AAAI Conference on Artificial Intelligence

Generative Adversarial Networks and Image SynthesisFace recognition and analysis

Cited by 207

Gaussian Conditional Random Field Network for Semantic Segmentation

Vemulapalli, R., Tuzel, O., Liu, M.-Y., & Chellappa, R. (2016) · 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

Advanced Neural Network ApplicationsMedical Image Segmentation Techniques

Cited by 150

SAINT: Spatially Aware Interpolation NeTwork for Medical Slice Synthesis

Peng, C., Lin, W.-A., Liao, H., Chellappa, R., & Zhou, S. K. (2020) · 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Advanced Image Processing TechniquesMedical Imaging Techniques and Applications

Cited by 75

Evaluation and mitigation of cognitive biases in medical language models

Schmidgall, S., Harris, C., Essien, I., Olshvang, D., Rahman, T., Kim, J. W., Ziaei, R., Eshraghian, J., Abadir, P., & Chellappa, R. (2024) · npj Digital Medicine

Artificial Intelligence in Healthcare and EducationTopic Modeling

Cited by 68

The Design and Preliminary Evaluation of a Finger-Mounted Camera and Feedback System to Enable Reading of Printed Text for the Blind

Stearns, L., Du, R., Oh, U., Wang, Y., Findlater, L., Chellappa, R., & Froehlich, J. E. (2015) · Lecture Notes in Computer Science

Tactile and Sensory InteractionsAssistive Technology in Communication and Mobility

Cited by 27

The promise of AI and technology to improve quality of life and care for older adults

Abadir, P. M., Chellappa, R., Choudhry, N., Demiris, G., Ganesan, D., Karlawish, J., Li, R. M., Moore, J. H., Walston, J. D., AITCs, D. &. A. O. T., et al. (2023) · Nature Aging

Technology Use by Older AdultsArtificial Intelligence in Healthcare and Education

Cited by 24

The changing fortunes of pattern recognition and computer vision

Chellappa, R. (2016) · Image and Vision Computing

Advanced Neural Network ApplicationsAdvanced Vision and Imaging

Cited by 8