63 citations · 76 across the 3 of their papers we have counts for
4 papers
Adaptive Autonomy in Human-on-the-Loop Vision-Based Robotics Systems
Sophia Abraham, Zachariah Carmichael, Sreya Banerjee +5
Computer vision approaches are widely used by autonomous robotic systems to sense the world around them and to guide their decision making as they perform diverse tasks such as col…
Bridging the Gap Between Computational Photography and Visual Recognition
Rosaura G. VidalMata, Sreya Banerjee, Brandon RichardWebster +21
What is the current state-of-the-art for image restoration and enhancement applied to degraded images acquired under less than ideal circumstances? Can the application of such algo…
UG^2: a Video Benchmark for Assessing the Impact of Image Restoration and Enhancement on Automatic Visual Recognition
Rosaura G. Vidal, Sreya Banerjee, Klemen Grm +2
Advances in image restoration and enhancement techniques have led to discussion about how such algorithmscan be applied as a pre-processing step to improve automatic visual recogni…
Neuron Segmentation Using Deep Complete Bipartite Networks
Jianxu Chen, Sreya Banerjee, Abhinav Grama +2
In this paper, we consider the problem of automatically segmenting neuronal cells in dual-color confocal microscopy images. This problem is a key task in various quantitative analy…