Sentence examples for image benchmark from inspiring English sources

To the best of our knowledge, it is the largest contactless palmprint image benchmark dataset ever collected.

For all images in the Benchmark, image resizing is implemented by Seam Carving, each step we carve out five seams for facilitating the estimation of the distortion degree.

Quantitative evaluation shows that the proposed algorithm outperforms general object classification algorithms significantly on standard HEp-2 cell patterns classifying benchmark1 and also achieves competitive performance on standard natural image classification benchmark.

Although we used the iterated conditional modes (ICM) [ 25] in our previous study, it has been recognized that ICM often converges to local solutions in image processing benchmark problems [ 26].

Because FBP images are benchmark practice, when a lesion was found only on Veo images, it was regarded as a false positive.

Finally, the method is compared against other classifiers on several image classification benchmarks.

Some common signal and image processing benchmarks from Texas Instruments libraries are used for demonstration purpose as described in Table 4.

While other image recognition benchmarks may rely on millions of photos that human beings have pored through and annotated personally, Facebook had to find methods to clean up what users had submitted that they could do at scale.

According to our empirical results on several image-annotation benchmark databases, our joint training strategy of SVMs can yield substantial improvements, in terms of both accuracy and efficiency, over training them independently.

Based on the discriminative and compact framework, we achieved the state-of-the-art performance in terms of classification accuracy on several fine-grained image recognition benchmarks based on weekly supervision.

Single-image SR works commonly used benchmark images from public dataset as ground-truth and test images were downsampled from it [5, 20, 21, 24].