search

selkerdawy / joint-pruning-monodepth

Lightweight Monocular Depth Estimation Model by Joint End-to-End Filter pruning.
8 stars 2 forks source link

Concern related to Table 2 of the paper #1

Open kabbas570 opened 3 years ago

kabbas570 commented 3 years ago

Dear Author, Greetings, I was reading your paper, "LIGHTWEIGHT MONOCULAR DEPTH ESTIMATION MODEL BY JOINT END-TO-END FILTER PRUNING", and I have some concerns related to Table 2 of the paper. In the paper, it is mentioned that you took the KITTI results from Eigen et al. [10], but when I read the paper [10], "David Eigen and Rob Fergus, “Predicting depth, surface normals and semantic labels with a common multi-scale convolutional architecture,” in Proceedings of the IEEE International Conference on Computer Vision, 2015, pp. 2650–2658." it does not contain any results on KITTI dataset. Can you please correct me if I am looking at some wrong references or I am reading some other paper? Thank You

selkerdawy commented 3 years ago

Hi,

Only the metrics used for monocular depth comparison are defined and referenced in paper [10], however, for each paper we compare with in the table, we provide the reference for them individually.

Hope that clarifies the issue,