SparkGIS: Efficient Comparison and Evaluation of Algorithm Results in Tissue Image Analysis Studies.
Furqan BaigMudit MehrotraHoang VoFusheng WangJoel H. SaltzTahsin M. KurçPublished in: Big-O(Q)/DMAH@VLDB (2015)
Keyphrases
- image analysis
- single pass
- cost function
- detection algorithm
- worst case
- dynamic programming
- optimal solution
- computational complexity
- search space
- theoretical analysis
- experimental evaluation
- computer vision
- improved algorithm
- optimization algorithm
- linear programming
- computational cost
- objective function
- learning algorithm
- significant improvement
- k means
- input data
- expectation maximization
- computationally efficient
- segmentation algorithm
- tree structure
- visual inspection
- pruning strategy
- complexity analysis
- high efficiency
- highly efficient
- feature selection
- image processing
- evolutionary algorithm
- image registration