private static Bitmap getBitmapFromUrl(String urlString) {
    Bitmap bitmap;
    InputStream is = null;
    try {
        URL url = new URL(urlString);
        HttpURLConnection conn = (HttpURLConnection) url.openConnection();
        is = new BufferedInputStream(conn.getInputStream());
        bitmap = BitmapFactory.decodeStream(is);
        conn.disconnect();
        return bitmap;
    } catch (Exception e) {
        e.printStackTrace();
    } finally {
        try {
            if (is != null)
                is.close();
        } catch (IOException e) {
        }
    }
    return null;
}

Drawable d = Drawable.createFromStream(is, "url");

package com.imooc.listviewacyncloader;

import android.content.Context;
import android.view.LayoutInflater;
import android.view.View;
import android.view.ViewGroup;
import android.widget.BaseAdapter;
import android.widget.ImageView;

import java.util.List;

public class MyAdapterNotUseCaches extends BaseAdapter {

    private LayoutInflater mInflater;
    private List<String> mData;

    public MyAdapterNotUseCaches(Context context, List<String> data) {
        this.mData = data;
        mInflater = LayoutInflater.from(context);
    }

    @Override
    public int getCount() {
        return mData.size();
    }

    @Override
    public Object getItem(int position) {
        return mData.get(position);
    }

    @Override
    public long getItemId(int position) {
        return position;
    }

    @Override
    public View getView(int position, View convertView, ViewGroup parent) {
        String url = mData.get(position);
        ViewHolder viewHolder = null;
        if (convertView == null) {
            viewHolder = new ViewHolder();
            convertView = mInflater.inflate(R.layout.listview_item, null);
            viewHolder.imageView = (ImageView) convertView.findViewById(R.id.iv_lv_item);
            convertView.setTag(viewHolder);
        } else {
            viewHolder = (ViewHolder) convertView.getTag();
        }
        viewHolder.imageView.setTag(url);
        viewHolder.imageView.setImageResource(R.drawable.ic_launcher);
        return convertView;
    }

    public class ViewHolder{
        public ImageView imageView;
    }
}

viewHolder.imageView.setTag(url);

public class Images {

    public final static String[] IMAGE_URLS = new String[] {
            "http://img.my.csdn.net/uploads/201407/26/1406383299_1976.jpg",
            "http://img.my.csdn.net/uploads/201407/26/1406383291_6518.jpg",
            "http://img.my.csdn.net/uploads/201407/26/1406383291_8239.jpg",
            "http://img.my.csdn.net/uploads/201407/26/1406383290_9329.jpg",
            "http://img.my.csdn.net/uploads/201407/26/1406383290_1042.jpg",
            "http://img.my.csdn.net/uploads/201407/26/1406383275_3977.jpg",
            "http://img.my.csdn.net/uploads/201407/26/1406383265_8550.jpg",

package com.imooc.listviewacyncloader;

import android.app.Activity;
import android.os.Bundle;
import android.widget.ListView;

import java.util.Arrays;
import java.util.List;


public class MainActivity extends Activity {

    private ListView mListView;
    private List<String> mData;

    @Override
    protected void onCreate(Bundle savedInstanceState) {
        super.onCreate(savedInstanceState);
        setContentView(R.layout.activity_main);
        mListView = (ListView) findViewById(R.id.lv);
        mData = Arrays.asList(Images.IMAGE_URLS);
        mListView.setAdapter(……);
    }
}