157 citations · 295 across the 27 of their papers we have counts for
3 papers · 1 filter
Vectors of Locally Aggregated Centers for Compact Video Representation
Alhabib Abbas, Nikos Deligiannis, Yiannis Andreopoulos
We propose a novel vector aggregation technique for compact video representation, with application in accurate similarity detection within large video datasets. The current state-o…
Precision-Energy-Throughput Scaling Of Generic Matrix Multiplication and Convolution Kernels Via Linear Projections
Mohammad Ashraful Anam, Paul N. Whatmough, Yiannis Andreopoulos
Generic matrix multiplication (GEMM) and one-dimensional convolution/cross-correlation (CONV) kernels often constitute the bulk of the compute- and memory-intensive processing with…
Throughput Scaling Of Convolution For Error-Tolerant Multimedia Applications
Mohammad Ashraful Anam, Yiannis Andreopoulos
Convolution and cross-correlation are the basis of filtering and pattern or template matching in multimedia signal processing. We propose two throughput scaling options for any one…