My research interests include Computer Vision, Machine Learning, Pattern Recognition, Image Processing, and Acceleration
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Real-time pose estimation piggybacked on object detection
Simultaneous detection and pose estimation applied to cars.
Fully Automatic Roadside Camera Calibration for Traffic Surveillance
Calibration of roadside cameras without human input.
Cheap Rendering vs. Costly Annotation: Rendered Omnidirectional Dataset of Vehicles
Rendering datasets for vehicle detection.
Real-time Algorithms of Object Detection using Classifiers
Methods for acceleration of object detection based on classifiers. We use WaldBoost detectors, and consider acceleration on CPU/SSE, GPU and FPGA architectures.
Real-time Object Detection on CUDA
Acceleration of WaldBoost-based object detector on CUDA architecture.
Implementing the Local Binary Patterns with SIMD Instructions of CPU
Making LBP feature extraction effecient on SSE platforms.
Complete list of publication can be found here