Concepedia

Nandita M. Nayak

NM

Statistics

Publications

9

Citations

395

H-Index

9

Active since

2012

Affiliations

University of California, Riverside(Current)

Lawrence Berkeley National Laboratory

Oregon Health & Science University

University of California, Davis

Nandita M. Nayak is an author at University of California, Riverside specializing in engineering, pattern recognition, and computer vision.

Top concepts

EngineeringPattern RecognitionData ScienceImage AnalysisComputer VisionDeep LearningComputer ScienceMachine LearningMachine VisionActivity Recognition

Publications per year

2012–2014

9

Publications

9

Context-Aware Activity Recognition and Anomaly Detection in Video

Yingying Zhu, Nandita M. Nayak, Amit K. Roy–Chowdhury · IEEE Journal of Selected Topics in Signal Processing · 2013 · 126 citations

Artificial Intelligence, Anomaly Detection, Machine Learning +18

Context-Aware Modeling and Recognition of Activities in Video

Yingying Zhu, Nandita M. Nayak, Amit K. Roy–Chowdhury · 2013 · 101 citations

Hierarchical Framework, Engineering, Machine Learning +17

Classification of tumor histopathology via sparse feature learning

Nandita M. Nayak, Hang Chang, Alexander D. Borowsky et al. · 2013 · 61 citations · Full text

Engineering, Machine Learning, Digital Pathology +19

Characterization of Tissue Histopathology via Predictive Sparse Decomposition and Spatial Pyramid Matching

Hang Chang, Nandita M. Nayak, Paul T. Spellman et al. · Lecture notes in computer science · 2013 · 43 citations · Full text

Engineering, Digital Pathology, Pathology +16

Context-Aware Activity Modeling Using Hierarchical Conditional Random Fields

Yingying Zhu, Nandita M. Nayak, Amit K. Roy–Chowdhury · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2014 · 20 citations

Scene Analysis, Engineering, Machine Learning +24

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