|
|
@@ -9,6 +9,7 @@ Please feel free to [pull requests](https://github.com/kjw0612/awesome-deep-visi
|
|
|
- [ImageNet Classification](#imagenet-classification)
|
|
|
- [Image Captioning](#image-captioning)
|
|
|
- [Low-Level Vision](#low-level-vision)
|
|
|
+ - [Edge Detection](#edge-detection)
|
|
|
- [Courses](#courses)
|
|
|
- [Software](#software)
|
|
|
- [Tutorials](#tutorials)
|
|
|
@@ -59,6 +60,14 @@ NIPS 2012.
|
|
|
* Image Deconvolution [[Web]](http://lxu.me/projects/dcnn/) [[Paper]](http://lxu.me/mypapers/dcnn_nips14.pdf)
|
|
|
* Li Xu, Jimmy SJ. Ren, Ce Liu, Jiaya Jia, "Deep Convolutional Neural Network for Image Deconvolution" Advances in Neural Information Processing Systems (NIPS), 2014.
|
|
|
|
|
|
+### Edge Detection
|
|
|
+ * Holistically-Nested Edge Detection [[Paper]](http://arxiv.org/pdf/1504.06375v1)
|
|
|
+ * Saining Xie, Zhuowen Tu, Holistically-Nested Edge Detection, arXiv:1504.06375.
|
|
|
+ * DeepEdge [[Paper]](http://arxiv.org/pdf/1412.1123v3)
|
|
|
+ * Gedas Bertasius, Jianbo Shi, Lorenzo Torresani, DeepEdge: A Multi-Scale Bifurcated Deep Network for Top-Down Contour Detection, CVPR 2015.
|
|
|
+ * DeepContour [[Paper]](http://mc.eistar.net/UpLoadFiles/Papers/DeepContour_cvpr15.pdf)
|
|
|
+ * Wei Shen, Xinggang Wang, Yan Wang, Xiang Bai, Zhijiang Zhang, DeepContour: A Deep Convolutional Feature Learned by Positive-Sharing Loss for Contour Detection, CVPR 2015.
|
|
|
+
|
|
|
## Courses
|
|
|
* [Stanford] [CS231n: Convolutional Neural Networks for Visual Recognition](http://cs231n.stanford.edu/)
|
|
|
* [CUHK] [ELEG 5040: Advanced Topics in Signal Processing(Introduction to Deep Learning)](https://piazza.com/cuhk.edu.hk/spring2015/eleg5040/home)
|
Jiwon Kim