Our objective is to count objects using a single frame from a surveillance camera. We focus on the area where individual object detectors fail, mostly due to clutter, occlusion, or …
T Sandhan, JY Choi - 2014 IEEE International Conference on …, 2014 - ieeexplore.ieee.org
Features play a vital role in human action recognition (HAR), as they encapsulate the underlying dynamics of the action. We propose the features (frequencygrams) based on …
Y Jeon, T Sandhan, JY Choi - … Processing--PCM 2015: 16th Pacific-Rim …, 2015 - Springer
We propose a novel feature based on optical flow for action recognition. The feature is quite simple and has much lower computational load than the existing features for action …
T Sandhan, K Yun, JY Choi - … Symposium, ISVC 2014, Las Vegas, NV …, 2014 - Springer
We propose the proximity clustering (PxC) algorithm, which finds the spatially diverse but semantically similar data-point colonies in the form of a dominant class cluster. It searches …
Interstellar, satellite and microscopic imaging methods produce high-resolution images which carry vital information even at a pixel level. Translucent hindrance from reflection …